Supported tasks and methods

🗒️ Note: Parent tasks are marked with 📜. Only bottom-level tasks (marked with ☑️) can be used while creating a pipeline.

Train 📜 🗒️ belongs to KG schema with abbr. ml
    Regression 📜
      BayesianRegression ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          ARDRegressionMethod
          • hasParamAlpha1 (float, int)
          • hasParamAlpha2 (float, int)
          • hasParamComputeScore (boolean)
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamLambda1 (float, int)
          • hasParamLambda2 (float, int)
          • hasParamMaxIter (int)
          • hasParamNIter (int)
          • hasParamThresholdLambda (float, int)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          BayesianRidgeMethod
          • hasParamAlpha1 (float, int)
          • hasParamAlpha2 (float, int)
          • hasParamAlphaInit (float, int)
          • hasParamComputeScore (boolean)
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamLambda1 (float, int)
          • hasParamLambda2 (float, int)
          • hasParamLambdaInit (float, int)
          • hasParamMaxIter (int)
          • hasParamNIter (int)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
      BoostingRegression ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          AdaBoostRegressorMethod
          • hasParamEstimator (string)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamNEstimators (int)
          • hasParamRandomState (int, string)
          GradientBoostingRegressorMethod
          • hasParamAlpha (float, int, string)
          • hasParamCcpAlpha (float, int)
          • hasParamCriterion (string)
          • hasParamInit (string)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNIterNoChange (int)
          • hasParamRandomState (int, string)
          • hasParamSubsample (float, int, string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          HistGradientBoostingRegressorMethod
          • hasParamCategoricalFeatures (string)
          • hasParamEarlyStopping (boolean)
          • hasParamInteractionCst (int, string)
          • hasParamL2Regularization (float, int)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxBins (int)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxIter (int)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMonotonicCst (string)
          • hasParamNIterNoChange (int)
          • hasParamQuantile (float, int)
          • hasParamRandomState (int, string)
          • hasParamScoring (string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
      DecisionTreeRegression ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          DecisionTreeRegressorMethod
          • hasParamCcpAlpha (float, int)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamRandomState (int, string)
          • hasParamSplitter (string)
          ExtraTreeRegressorMethod
          • hasParamCcpAlpha (float, int)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamRandomState (int, string)
          • hasParamSplitter (string)
      InstanceBasedRegression ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          KNeighborsRegressorMethod
          • hasParamAlgorithm (string)
          • hasParamLeafSize (int)
          • hasParamMetric (string)
          • hasParamMetricParams (string)
          • hasParamNJobs (int, string)
          • hasParamNNeighbors (int)
          • hasParamP (float, int)
          • hasParamWeights (string)
          RadiusNeighborsRegressorMethod
          • hasParamAlgorithm (string)
          • hasParamLeafSize (int)
          • hasParamMetric (string)
          • hasParamMetricParams (string)
          • hasParamNJobs (int, string)
          • hasParamP (float, int)
          • hasParamRadius (float, int)
          • hasParamWeights (string)
      LeastAngleRegression ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          LarsMethod
          • hasParamCopyX (boolean)
          • hasParamEps (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamFitPath (boolean)
          • hasParamJitter (float, int)
          • hasParamNNonzeroCoefs (int)
          • hasParamPrecompute (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          LassoLarsMethod
          • hasParamAlpha (float, int, string)
          • hasParamCopyX (boolean)
          • hasParamEps (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamFitPath (boolean)
          • hasParamJitter (float, int)
          • hasParamMaxIter (int)
          • hasParamPositive (boolean)
          • hasParamPrecompute (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
      RandomForestRegression ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          ExtraTreesRegressorMethod
          • hasParamBootstrap (boolean)
          • hasParamCcpAlpha (float, int)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMaxSamples (float, int)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNJobs (int, string)
          • hasParamOobScore (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          RandomForestRegressorMethod
          • hasParamBootstrap (boolean)
          • hasParamCcpAlpha (float, int)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMaxSamples (float, int)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNJobs (int, string)
          • hasParamOobScore (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
      RegularizedRegression ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          BaggingRegressorMethod
          • hasParamBootstrap (boolean)
          • hasParamBootstrapFeatures (boolean)
          • hasParamEstimator (string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxSamples (float, int)
          • hasParamNEstimators (int)
          • hasParamNJobs (int, string)
          • hasParamOobScore (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          ElasticNetCVMethod
          • hasParamAlphas (string)
          • hasParamCopyX (boolean)
          • hasParamCv (int, string)
          • hasParamEps (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamL1Ratio (float, int)
          • hasParamMaxIter (int)
          • hasParamNAlphas (int)
          • hasParamNJobs (int, string)
          • hasParamPositive (boolean)
          • hasParamPrecompute (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamSelection (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          ElasticNetMethod
          • hasParamAlpha (float, int, string)
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamL1Ratio (float, int)
          • hasParamMaxIter (int)
          • hasParamPositive (boolean)
          • hasParamPrecompute (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamSelection (string)
          • hasParamTol (float, int, string)
          • hasParamWarmStart (boolean)
          GammaRegressorMethod
          • hasParamAlpha (float, int, string)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          HuberRegressorMethod
          • hasParamAlpha (float, int, string)
          • hasParamEpsilon (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamTol (float, int, string)
          • hasParamWarmStart (boolean)
          LarsCVMethod
          • hasParamCopyX (boolean)
          • hasParamCv (int, string)
          • hasParamEps (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamMaxNAlphas (int)
          • hasParamNJobs (int, string)
          • hasParamPrecompute (boolean, string)
          • hasParamVerbose (boolean, int)
          LassoCVMethod
          • hasParamAlphas (string)
          • hasParamCopyX (boolean)
          • hasParamCv (int, string)
          • hasParamEps (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamNAlphas (int)
          • hasParamNJobs (int, string)
          • hasParamPositive (boolean)
          • hasParamPrecompute (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamSelection (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          LassoLarsCVMethod
          • hasParamCopyX (boolean)
          • hasParamCv (int, string)
          • hasParamEps (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamMaxNAlphas (int)
          • hasParamNJobs (int, string)
          • hasParamPositive (boolean)
          • hasParamPrecompute (boolean, string)
          • hasParamVerbose (boolean, int)
          LassoLarsICMethod
          • hasParamCopyX (boolean)
          • hasParamCriterion (string)
          • hasParamEps (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamNoiseVariance (float, int)
          • hasParamPositive (boolean)
          • hasParamPrecompute (boolean, string)
          • hasParamVerbose (boolean, int)
          LassoMethod
          • hasParamAlpha (float, int, string)
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamPositive (boolean)
          • hasParamPrecompute (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamSelection (string)
          • hasParamTol (float, int, string)
          • hasParamWarmStart (boolean)
          MLPRegressorMethod
          • hasParamActivation (string)
          • hasParamAlpha (float, int, string)
          • hasParamBatchSize (int)
          • hasParamBeta1 (float, int)
          • hasParamBeta2 (float, int)
          • hasParamEarlyStopping (boolean)
          • hasParamEpsilon (float, int)
          • hasParamLearningRate (float, int, string)
          • hasParamLearningRateInit (float, int)
          • hasParamMaxFun (int)
          • hasParamMaxIter (int)
          • hasParamMomentum (float, int)
          • hasParamNIterNoChange (int)
          • hasParamNesterovsMomentum (boolean)
          • hasParamPowerT (float, int)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          MultiTaskElasticNetCVMethod
          • hasParamAlphas (string)
          • hasParamCopyX (boolean)
          • hasParamCv (int, string)
          • hasParamEps (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamL1Ratio (float, int)
          • hasParamMaxIter (int)
          • hasParamNAlphas (int)
          • hasParamNJobs (int, string)
          • hasParamRandomState (int, string)
          • hasParamSelection (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          MultiTaskElasticNetMethod
          • hasParamAlpha (float, int, string)
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamL1Ratio (float, int)
          • hasParamMaxIter (int)
          • hasParamRandomState (int, string)
          • hasParamSelection (string)
          • hasParamTol (float, int, string)
          • hasParamWarmStart (boolean)
          MultiTaskLassoCVMethod
          • hasParamAlphas (string)
          • hasParamCopyX (boolean)
          • hasParamCv (int, string)
          • hasParamEps (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamNAlphas (int)
          • hasParamNJobs (int, string)
          • hasParamRandomState (int, string)
          • hasParamSelection (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          MultiTaskLassoMethod
          • hasParamAlpha (float, int, string)
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamRandomState (int, string)
          • hasParamSelection (string)
          • hasParamTol (float, int, string)
          • hasParamWarmStart (boolean)
          OneClassSVMMethod
          • hasParamCacheSize (float, int)
          • hasParamCoef0 (float, int)
          • hasParamDegree (float, int, string)
          • hasParamGamma (float, int, string)
          • hasParamKernel (string)
          • hasParamMaxIter (int)
          • hasParamNu (float, int)
          • hasParamShrinking (boolean)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          OrthogonalMatchingPursuitCVMethod
          • hasParamCopy (boolean)
          • hasParamCv (int, string)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamNJobs (int, string)
          • hasParamVerbose (boolean, int)
          OrthogonalMatchingPursuitMethod
          • hasParamFitIntercept (boolean)
          • hasParamNNonzeroCoefs (int)
          • hasParamPrecompute (boolean, string)
          • hasParamTol (float, int, string)
          PassiveAggressiveRegressorMethod
          • hasParamAverage (boolean, int, string)
          • hasParamC (float, int)
          • hasParamEarlyStopping (boolean)
          • hasParamEpsilon (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamLoss (string)
          • hasParamMaxIter (int)
          • hasParamNIterNoChange (int)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          PoissonRegressorMethod
          • hasParamAlpha (float, int, string)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          QuantileRegressorMethod
          • hasParamAlpha (float, int, string)
          • hasParamFitIntercept (boolean)
          • hasParamQuantile (float, int)
          • hasParamSolver (string)
          • hasParamSolverOptions (string)
          RANSACRegressorMethod
          • hasParamEstimator (string)
          • hasParamIsDataValid (string)
          • hasParamIsModelValid (string)
          • hasParamLoss (string)
          • hasParamMaxSkips (int)
          • hasParamMaxTrials (int)
          • hasParamRandomState (int, string)
          • hasParamResidualThreshold (float, int)
          • hasParamStopNInliers (int)
          • hasParamStopScore (float, int)
          RidgeCVMethod
          • hasParamAlphaPerTarget (boolean)
          • hasParamCv (int, string)
          • hasParamFitIntercept (boolean)
          • hasParamGcvMode (string)
          • hasParamScoring (string)
          • hasParamStoreCvValues (boolean)
          RidgeMethod
          • hasParamAlpha (float, int, string)
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamPositive (boolean)
          • hasParamRandomState (int, string)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          SGDOneClassSVMMethod
          • hasParamAverage (boolean, int, string)
          • hasParamEta0 (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamLearningRate (float, int, string)
          • hasParamMaxIter (int)
          • hasParamNu (float, int)
          • hasParamPowerT (float, int)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          SGDRegressorMethod
          • hasParamAlpha (float, int, string)
          • hasParamAverage (boolean, int, string)
          • hasParamEarlyStopping (boolean)
          • hasParamEpsilon (float, int)
          • hasParamEta0 (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamL1Ratio (float, int)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxIter (int)
          • hasParamNIterNoChange (int)
          • hasParamPenalty (string)
          • hasParamPowerT (float, int)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          StackingRegressorMethod
          • hasParamCv (int, string)
          • hasParamEstimators (string)
          • hasParamFinalEstimator (string)
          • hasParamNJobs (int, string)
          • hasParamPassthrough (boolean)
          • hasParamVerbose (boolean, int)
          TheilSenRegressorMethod
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamMaxSubpopulation (int)
          • hasParamNJobs (int, string)
          • hasParamNSubsamples (int)
          • hasParamRandomState (int, string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          TweedieRegressorMethod
          • hasParamAlpha (float, int, string)
          • hasParamFitIntercept (boolean)
          • hasParamLink (string)
          • hasParamMaxIter (int)
          • hasParamPower (float, int)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          VotingRegressorMethod
          • hasParamEstimators (string)
          • hasParamNJobs (int, string)
          • hasParamVerbose (boolean, int)
      SimpleRegression ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          LinearRegressionMethod
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamNJobs (int, string)
          • hasParamPositive (boolean)
      SupportVectorRegression ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          LinearSVRMethod
          • hasParamC (float, int)
          • hasParamDual (boolean)
          • hasParamEpsilon (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamInterceptScaling (float, int)
          • hasParamLoss (string)
          • hasParamMaxIter (int)
          • hasParamRandomState (int, string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          NuSVRMethod
          • hasParamC (float, int)
          • hasParamCacheSize (float, int)
          • hasParamCoef0 (float, int)
          • hasParamDegree (float, int, string)
          • hasParamGamma (float, int, string)
          • hasParamKernel (string)
          • hasParamMaxIter (int)
          • hasParamNu (float, int)
          • hasParamShrinking (boolean)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          SVRMethod
          • hasParamC (float, int)
          • hasParamCacheSize (float, int)
          • hasParamCoef0 (float, int)
          • hasParamDegree (float, int, string)
          • hasParamEpsilon (float, int)
          • hasParamGamma (float, int, string)
          • hasParamKernel (string)
          • hasParamMaxIter (int)
          • hasParamShrinking (boolean)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
    Classification 📜
      BinaryClassification ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          AdaBoostClassifierMethod
          • hasParamAlgorithm (string)
          • hasParamEstimator (string)
          • hasParamLearningRate (float, int, string)
          • hasParamNEstimators (int)
          • hasParamRandomState (int, string)
          BaggingClassifierMethod
          • hasParamBootstrap (boolean)
          • hasParamBootstrapFeatures (boolean)
          • hasParamEstimator (string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxSamples (float, int)
          • hasParamNEstimators (int)
          • hasParamNJobs (int, string)
          • hasParamOobScore (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          BernoulliNBMethod
          • hasParamAlpha (float, int, string)
          • hasParamBinarize (float, int, string)
          • hasParamFitPrior (boolean)
          • hasParamForceAlpha (boolean)
          BernoulliRBMMethod
          • hasParamBatchSize (int)
          • hasParamLearningRate (float, int, string)
          • hasParamNComponents (float, int, string)
          • hasParamNIter (int)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          CategoricalNBMethod
          • hasParamAlpha (float, int, string)
          • hasParamFitPrior (boolean)
          • hasParamForceAlpha (boolean)
          • hasParamMinCategories (int)
          ComplementNBMethod
          • hasParamAlpha (float, int, string)
          • hasParamFitPrior (boolean)
          • hasParamForceAlpha (boolean)
          • hasParamNorm (boolean, string)
          DecisionTreeClassifierMethod
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamRandomState (int, string)
          • hasParamSplitter (string)
          ExtraTreeClassifierMethod
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamRandomState (int, string)
          • hasParamSplitter (string)
          ExtraTreesClassifierMethod
          • hasParamBootstrap (boolean)
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMaxSamples (float, int)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNJobs (int, string)
          • hasParamOobScore (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          GaussianNBMethod
          • hasParamVarSmoothing (float, int)
          GradientBoostingClassifierMethod
          • hasParamCcpAlpha (float, int)
          • hasParamCriterion (string)
          • hasParamInit (string)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNIterNoChange (int)
          • hasParamRandomState (int, string)
          • hasParamSubsample (float, int, string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          HistGradientBoostingClassifierMethod
          • hasParamCategoricalFeatures (string)
          • hasParamClassWeight (string)
          • hasParamEarlyStopping (boolean)
          • hasParamInteractionCst (int, string)
          • hasParamL2Regularization (float, int)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxBins (int)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxIter (int)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMonotonicCst (string)
          • hasParamNIterNoChange (int)
          • hasParamRandomState (int, string)
          • hasParamScoring (string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          KNeighborsClassifierMethod
          • hasParamAlgorithm (string)
          • hasParamLeafSize (int)
          • hasParamMetric (string)
          • hasParamMetricParams (string)
          • hasParamNJobs (int, string)
          • hasParamNNeighbors (int)
          • hasParamP (float, int)
          • hasParamWeights (string)
          LinearSVCMethod
          • hasParamC (float, int)
          • hasParamClassWeight (string)
          • hasParamDual (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamInterceptScaling (float, int)
          • hasParamLoss (string)
          • hasParamMaxIter (int)
          • hasParamMultiClass (string)
          • hasParamPenalty (string)
          • hasParamRandomState (int, string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          LogisticRegressionCVMethod
          • hasParamClassWeight (string)
          • hasParamCs (int, string)
          • hasParamCv (int, string)
          • hasParamDual (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamInterceptScaling (float, int)
          • hasParamL1Ratios (float, int)
          • hasParamMaxIter (int)
          • hasParamMultiClass (string)
          • hasParamNJobs (int, string)
          • hasParamPenalty (string)
          • hasParamRandomState (int, string)
          • hasParamRefit (boolean, string)
          • hasParamScoring (string)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          LogisticRegressionMethod
          • hasParamC (float, int)
          • hasParamClassWeight (string)
          • hasParamDual (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamInterceptScaling (float, int)
          • hasParamL1Ratio (float, int)
          • hasParamMaxIter (int)
          • hasParamMultiClass (string)
          • hasParamNJobs (int, string)
          • hasParamPenalty (string)
          • hasParamRandomState (int, string)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          MLPClassifierMethod
          • hasParamActivation (string)
          • hasParamAlpha (float, int, string)
          • hasParamBatchSize (int)
          • hasParamBeta1 (float, int)
          • hasParamBeta2 (float, int)
          • hasParamEarlyStopping (boolean)
          • hasParamEpsilon (float, int)
          • hasParamLearningRate (float, int, string)
          • hasParamLearningRateInit (float, int)
          • hasParamMaxFun (int)
          • hasParamMaxIter (int)
          • hasParamMomentum (float, int)
          • hasParamNIterNoChange (int)
          • hasParamNesterovsMomentum (boolean)
          • hasParamPowerT (float, int)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          MultinomialNBMethod
          • hasParamAlpha (float, int, string)
          • hasParamFitPrior (boolean)
          • hasParamForceAlpha (boolean)
          NearestCentroidMethod
          • hasParamMetric (string)
          • hasParamShrinkThreshold (float, int)
          NuSVCMethod
          • hasParamBreakTies (boolean)
          • hasParamCacheSize (float, int)
          • hasParamClassWeight (string)
          • hasParamCoef0 (float, int)
          • hasParamDecisionFunctionShape (string)
          • hasParamDegree (float, int, string)
          • hasParamGamma (float, int, string)
          • hasParamKernel (string)
          • hasParamMaxIter (int)
          • hasParamNu (float, int)
          • hasParamProbability (boolean)
          • hasParamRandomState (int, string)
          • hasParamShrinking (boolean)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          OneVsOneClassifierMethod
          • hasParamEstimator (string)
          • hasParamNJobs (int, string)
          OneVsRestClassifierMethod
          • hasParamEstimator (string)
          • hasParamNJobs (int, string)
          • hasParamVerbose (boolean, int)
          OutputCodeClassifierMethod
          • hasParamCodeSize (float, int)
          • hasParamEstimator (string)
          • hasParamNJobs (int, string)
          • hasParamRandomState (int, string)
          PassiveAggressiveClassifierMethod
          • hasParamAverage (boolean, int, string)
          • hasParamC (float, int)
          • hasParamClassWeight (string)
          • hasParamEarlyStopping (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamLoss (string)
          • hasParamMaxIter (int)
          • hasParamNIterNoChange (int)
          • hasParamNJobs (int, string)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          PerceptronMethod
          • hasParamAlpha (float, int, string)
          • hasParamClassWeight (string)
          • hasParamEarlyStopping (boolean)
          • hasParamEta0 (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamL1Ratio (float, int)
          • hasParamMaxIter (int)
          • hasParamNIterNoChange (int)
          • hasParamNJobs (int, string)
          • hasParamPenalty (string)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          RadiusNeighborsClassifierMethod
          • hasParamAlgorithm (string)
          • hasParamLeafSize (int)
          • hasParamMetric (string)
          • hasParamMetricParams (string)
          • hasParamNJobs (int, string)
          • hasParamOutlierLabel (string)
          • hasParamP (float, int)
          • hasParamRadius (float, int)
          • hasParamWeights (string)
          RandomForestClassifierMethod
          • hasParamBootstrap (boolean)
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMaxSamples (float, int)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNJobs (int, string)
          • hasParamOobScore (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          RidgeClassifierCVMethod
          • hasParamClassWeight (string)
          • hasParamCv (int, string)
          • hasParamFitIntercept (boolean)
          • hasParamScoring (string)
          • hasParamStoreCvValues (boolean)
          RidgeClassifierMethod
          • hasParamAlpha (float, int, string)
          • hasParamClassWeight (string)
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamPositive (boolean)
          • hasParamRandomState (int, string)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          SGDClassifierMethod
          • hasParamAlpha (float, int, string)
          • hasParamAverage (boolean, int, string)
          • hasParamClassWeight (string)
          • hasParamEarlyStopping (boolean)
          • hasParamEpsilon (float, int)
          • hasParamEta0 (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamL1Ratio (float, int)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxIter (int)
          • hasParamNIterNoChange (int)
          • hasParamNJobs (int, string)
          • hasParamPenalty (string)
          • hasParamPowerT (float, int)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          SVCMethod
          • hasParamBreakTies (boolean)
          • hasParamC (float, int)
          • hasParamCacheSize (float, int)
          • hasParamClassWeight (string)
          • hasParamCoef0 (float, int)
          • hasParamDecisionFunctionShape (string)
          • hasParamDegree (float, int, string)
          • hasParamGamma (float, int, string)
          • hasParamKernel (string)
          • hasParamMaxIter (int)
          • hasParamProbability (boolean)
          • hasParamRandomState (int, string)
          • hasParamShrinking (boolean)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          StackingClassifierMethod
          • hasParamCv (int, string)
          • hasParamEstimators (string)
          • hasParamFinalEstimator (string)
          • hasParamNJobs (int, string)
          • hasParamPassthrough (boolean)
          • hasParamStackMethod (string)
          • hasParamVerbose (boolean, int)
          VotingClassifierMethod
          • hasParamEstimators (string)
          • hasParamFlattenTransform (boolean)
          • hasParamNJobs (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamVoting (string)
      MulticlassClassification ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          AdaBoostClassifierMethod
          • hasParamAlgorithm (string)
          • hasParamEstimator (string)
          • hasParamLearningRate (float, int, string)
          • hasParamNEstimators (int)
          • hasParamRandomState (int, string)
          BernoulliNBMethod
          • hasParamAlpha (float, int, string)
          • hasParamBinarize (float, int, string)
          • hasParamFitPrior (boolean)
          • hasParamForceAlpha (boolean)
          DecisionTreeClassifierMethod
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamRandomState (int, string)
          • hasParamSplitter (string)
          ExtraTreeClassifierMethod
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamRandomState (int, string)
          • hasParamSplitter (string)
          ExtraTreesClassifierMethod
          • hasParamBootstrap (boolean)
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMaxSamples (float, int)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNJobs (int, string)
          • hasParamOobScore (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          GaussianNBMethod
          • hasParamVarSmoothing (float, int)
          GradientBoostingClassifierMethod
          • hasParamCcpAlpha (float, int)
          • hasParamCriterion (string)
          • hasParamInit (string)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNIterNoChange (int)
          • hasParamRandomState (int, string)
          • hasParamSubsample (float, int, string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          HistGradientBoostingClassifierMethod
          • hasParamCategoricalFeatures (string)
          • hasParamClassWeight (string)
          • hasParamEarlyStopping (boolean)
          • hasParamInteractionCst (int, string)
          • hasParamL2Regularization (float, int)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxBins (int)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxIter (int)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMonotonicCst (string)
          • hasParamNIterNoChange (int)
          • hasParamRandomState (int, string)
          • hasParamScoring (string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          KNeighborsClassifierMethod
          • hasParamAlgorithm (string)
          • hasParamLeafSize (int)
          • hasParamMetric (string)
          • hasParamMetricParams (string)
          • hasParamNJobs (int, string)
          • hasParamNNeighbors (int)
          • hasParamP (float, int)
          • hasParamWeights (string)
          LinearSVCMethod
          • hasParamC (float, int)
          • hasParamClassWeight (string)
          • hasParamDual (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamInterceptScaling (float, int)
          • hasParamLoss (string)
          • hasParamMaxIter (int)
          • hasParamMultiClass (string)
          • hasParamPenalty (string)
          • hasParamRandomState (int, string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          LogisticRegressionCVMethod
          • hasParamClassWeight (string)
          • hasParamCs (int, string)
          • hasParamCv (int, string)
          • hasParamDual (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamInterceptScaling (float, int)
          • hasParamL1Ratios (float, int)
          • hasParamMaxIter (int)
          • hasParamMultiClass (string)
          • hasParamNJobs (int, string)
          • hasParamPenalty (string)
          • hasParamRandomState (int, string)
          • hasParamRefit (boolean, string)
          • hasParamScoring (string)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          LogisticRegressionMethod
          • hasParamC (float, int)
          • hasParamClassWeight (string)
          • hasParamDual (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamInterceptScaling (float, int)
          • hasParamL1Ratio (float, int)
          • hasParamMaxIter (int)
          • hasParamMultiClass (string)
          • hasParamNJobs (int, string)
          • hasParamPenalty (string)
          • hasParamRandomState (int, string)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          MLPClassifierMethod
          • hasParamActivation (string)
          • hasParamAlpha (float, int, string)
          • hasParamBatchSize (int)
          • hasParamBeta1 (float, int)
          • hasParamBeta2 (float, int)
          • hasParamEarlyStopping (boolean)
          • hasParamEpsilon (float, int)
          • hasParamLearningRate (float, int, string)
          • hasParamLearningRateInit (float, int)
          • hasParamMaxFun (int)
          • hasParamMaxIter (int)
          • hasParamMomentum (float, int)
          • hasParamNIterNoChange (int)
          • hasParamNesterovsMomentum (boolean)
          • hasParamPowerT (float, int)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          NearestCentroidMethod
          • hasParamMetric (string)
          • hasParamShrinkThreshold (float, int)
          NuSVCMethod
          • hasParamBreakTies (boolean)
          • hasParamCacheSize (float, int)
          • hasParamClassWeight (string)
          • hasParamCoef0 (float, int)
          • hasParamDecisionFunctionShape (string)
          • hasParamDegree (float, int, string)
          • hasParamGamma (float, int, string)
          • hasParamKernel (string)
          • hasParamMaxIter (int)
          • hasParamNu (float, int)
          • hasParamProbability (boolean)
          • hasParamRandomState (int, string)
          • hasParamShrinking (boolean)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
          OneVsOneClassifierMethod
          • hasParamEstimator (string)
          • hasParamNJobs (int, string)
          OneVsRestClassifierMethod
          • hasParamEstimator (string)
          • hasParamNJobs (int, string)
          • hasParamVerbose (boolean, int)
          OutputCodeClassifierMethod
          • hasParamCodeSize (float, int)
          • hasParamEstimator (string)
          • hasParamNJobs (int, string)
          • hasParamRandomState (int, string)
          PassiveAggressiveClassifierMethod
          • hasParamAverage (boolean, int, string)
          • hasParamC (float, int)
          • hasParamClassWeight (string)
          • hasParamEarlyStopping (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamLoss (string)
          • hasParamMaxIter (int)
          • hasParamNIterNoChange (int)
          • hasParamNJobs (int, string)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          PerceptronMethod
          • hasParamAlpha (float, int, string)
          • hasParamClassWeight (string)
          • hasParamEarlyStopping (boolean)
          • hasParamEta0 (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamL1Ratio (float, int)
          • hasParamMaxIter (int)
          • hasParamNIterNoChange (int)
          • hasParamNJobs (int, string)
          • hasParamPenalty (string)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          RadiusNeighborsClassifierMethod
          • hasParamAlgorithm (string)
          • hasParamLeafSize (int)
          • hasParamMetric (string)
          • hasParamMetricParams (string)
          • hasParamNJobs (int, string)
          • hasParamOutlierLabel (string)
          • hasParamP (float, int)
          • hasParamRadius (float, int)
          • hasParamWeights (string)
          RandomForestClassifierMethod
          • hasParamBootstrap (boolean)
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMaxSamples (float, int)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNJobs (int, string)
          • hasParamOobScore (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          RidgeClassifierCVMethod
          • hasParamClassWeight (string)
          • hasParamCv (int, string)
          • hasParamFitIntercept (boolean)
          • hasParamScoring (string)
          • hasParamStoreCvValues (boolean)
          RidgeClassifierMethod
          • hasParamAlpha (float, int, string)
          • hasParamClassWeight (string)
          • hasParamCopyX (boolean)
          • hasParamFitIntercept (boolean)
          • hasParamMaxIter (int)
          • hasParamPositive (boolean)
          • hasParamRandomState (int, string)
          • hasParamSolver (string)
          • hasParamTol (float, int, string)
          SGDClassifierMethod
          • hasParamAlpha (float, int, string)
          • hasParamAverage (boolean, int, string)
          • hasParamClassWeight (string)
          • hasParamEarlyStopping (boolean)
          • hasParamEpsilon (float, int)
          • hasParamEta0 (float, int)
          • hasParamFitIntercept (boolean)
          • hasParamL1Ratio (float, int)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxIter (int)
          • hasParamNIterNoChange (int)
          • hasParamNJobs (int, string)
          • hasParamPenalty (string)
          • hasParamPowerT (float, int)
          • hasParamRandomState (int, string)
          • hasParamShuffle (boolean)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          SVCMethod
          • hasParamBreakTies (boolean)
          • hasParamC (float, int)
          • hasParamCacheSize (float, int)
          • hasParamClassWeight (string)
          • hasParamCoef0 (float, int)
          • hasParamDecisionFunctionShape (string)
          • hasParamDegree (float, int, string)
          • hasParamGamma (float, int, string)
          • hasParamKernel (string)
          • hasParamMaxIter (int)
          • hasParamProbability (boolean)
          • hasParamRandomState (int, string)
          • hasParamShrinking (boolean)
          • hasParamTol (float, int, string)
          • hasParamVerbose (boolean, int)
      MultilabelClassification ☑️
        Inputs
        • DataInTrainX
        • DataInTrainY
        • InputModelAsMethod
        Outputs
        • DataOutTrainModel
        Methods
          AdaBoostClassifierMethod
          • hasParamAlgorithm (string)
          • hasParamEstimator (string)
          • hasParamLearningRate (float, int, string)
          • hasParamNEstimators (int)
          • hasParamRandomState (int, string)
          DecisionTreeClassifierMethod
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamRandomState (int, string)
          • hasParamSplitter (string)
          ExtraTreeClassifierMethod
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamRandomState (int, string)
          • hasParamSplitter (string)
          ExtraTreesClassifierMethod
          • hasParamBootstrap (boolean)
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMaxSamples (float, int)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNJobs (int, string)
          • hasParamOobScore (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          GradientBoostingClassifierMethod
          • hasParamCcpAlpha (float, int)
          • hasParamCriterion (string)
          • hasParamInit (string)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNIterNoChange (int)
          • hasParamRandomState (int, string)
          • hasParamSubsample (float, int, string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          HistGradientBoostingClassifierMethod
          • hasParamCategoricalFeatures (string)
          • hasParamClassWeight (string)
          • hasParamEarlyStopping (boolean)
          • hasParamInteractionCst (int, string)
          • hasParamL2Regularization (float, int)
          • hasParamLearningRate (float, int, string)
          • hasParamLoss (string)
          • hasParamMaxBins (int)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxIter (int)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMonotonicCst (string)
          • hasParamNIterNoChange (int)
          • hasParamRandomState (int, string)
          • hasParamScoring (string)
          • hasParamTol (float, int, string)
          • hasParamValidationFraction (float, int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
          KNeighborsClassifierMethod
          • hasParamAlgorithm (string)
          • hasParamLeafSize (int)
          • hasParamMetric (string)
          • hasParamMetricParams (string)
          • hasParamNJobs (int, string)
          • hasParamNNeighbors (int)
          • hasParamP (float, int)
          • hasParamWeights (string)
          OneVsOneClassifierMethod
          • hasParamEstimator (string)
          • hasParamNJobs (int, string)
          OneVsRestClassifierMethod
          • hasParamEstimator (string)
          • hasParamNJobs (int, string)
          • hasParamVerbose (boolean, int)
          OutputCodeClassifierMethod
          • hasParamCodeSize (float, int)
          • hasParamEstimator (string)
          • hasParamNJobs (int, string)
          • hasParamRandomState (int, string)
          RadiusNeighborsClassifierMethod
          • hasParamAlgorithm (string)
          • hasParamLeafSize (int)
          • hasParamMetric (string)
          • hasParamMetricParams (string)
          • hasParamNJobs (int, string)
          • hasParamOutlierLabel (string)
          • hasParamP (float, int)
          • hasParamRadius (float, int)
          • hasParamWeights (string)
          RandomForestClassifierMethod
          • hasParamBootstrap (boolean)
          • hasParamCcpAlpha (float, int)
          • hasParamClassWeight (string)
          • hasParamCriterion (string)
          • hasParamMaxDepth (int, string)
          • hasParamMaxFeatures (float, int, string)
          • hasParamMaxLeafNodes (int, string)
          • hasParamMaxSamples (float, int)
          • hasParamMinImpurityDecrease (float, int)
          • hasParamMinSamplesLeaf (float, int)
          • hasParamMinSamplesSplit (float, int)
          • hasParamMinWeightFractionLeaf (float, int)
          • hasParamNEstimators (int)
          • hasParamNJobs (int, string)
          • hasParamOobScore (boolean, string)
          • hasParamRandomState (int, string)
          • hasParamVerbose (boolean, int)
          • hasParamWarmStart (boolean)
    Clustering ☑️
      Inputs
      • DataInTrainX
      • DataInTrainY
      • InputModelAsMethod
      Outputs
      • DataOutTrainModel
      Methods
        AffinityPropagationMethod
        • hasParamAffinity (string)
        • hasParamConvergenceIter (int)
        • hasParamCopy (boolean)
        • hasParamDamping (float, int)
        • hasParamMaxIter (int)
        • hasParamPreference (float, int)
        • hasParamRandomState (int, string)
        • hasParamVerbose (boolean, int)
        AgglomerativeClusteringMethod
        • hasParamComputeDistances (boolean)
        • hasParamComputeFullTree (boolean)
        • hasParamConnectivity (string)
        • hasParamDistanceThreshold (float, int)
        • hasParamLinkage (string)
        • hasParamMemory (string)
        • hasParamMetric (string)
        • hasParamNClusters (int, string)
        BirchMethod
        • hasParamBranchingFactor (int)
        • hasParamComputeLabels (boolean)
        • hasParamCopy (boolean)
        • hasParamNClusters (int, string)
        • hasParamThreshold (float, int, string)
        BisectingKMeansMethod
        • hasParamAlgorithm (string)
        • hasParamBisectingStrategy (string)
        • hasParamCopyX (boolean)
        • hasParamInit (string)
        • hasParamMaxIter (int)
        • hasParamNClusters (int, string)
        • hasParamNInit (int)
        • hasParamRandomState (int, string)
        • hasParamTol (float, int, string)
        • hasParamVerbose (boolean, int)
        DBSCANMethod
        • hasParamAlgorithm (string)
        • hasParamEps (float, int)
        • hasParamLeafSize (int)
        • hasParamMetric (string)
        • hasParamMetricParams (string)
        • hasParamMinSamples (int)
        • hasParamNJobs (int, string)
        • hasParamP (float, int)
        HDBSCANMethod
        • hasParamAlgorithm (string)
        • hasParamAllowSingleCluster (boolean)
        • hasParamAlpha (float, int, string)
        • hasParamClusterSelectionEpsilon (float, int)
        • hasParamClusterSelectionMethod (string)
        • hasParamCopy (boolean)
        • hasParamLeafSize (int)
        • hasParamMaxClusterSize (int)
        • hasParamMetric (string)
        • hasParamMetricParams (string)
        • hasParamMinClusterSize (int)
        • hasParamMinSamples (int)
        • hasParamNJobs (int, string)
        • hasParamStoreCenters (string)
        IsolationForestMethod
        • hasParamBootstrap (boolean)
        • hasParamContamination (float, int)
        • hasParamMaxFeatures (float, int, string)
        • hasParamMaxSamples (float, int)
        • hasParamNEstimators (int)
        • hasParamNJobs (int, string)
        • hasParamRandomState (int, string)
        • hasParamVerbose (boolean, int)
        • hasParamWarmStart (boolean)
        KMeansMethod
        • hasParamAlgorithm (string)
        • hasParamCopyX (boolean)
        • hasParamInit (string)
        • hasParamMaxIter (int)
        • hasParamNClusters (int, string)
        • hasParamNInit (int)
        • hasParamRandomState (int, string)
        • hasParamTol (float, int, string)
        • hasParamVerbose (boolean, int)
        KNeighborsTransformerMethod
        • hasParamAlgorithm (string)
        • hasParamLeafSize (int)
        • hasParamMetric (string)
        • hasParamMetricParams (string)
        • hasParamMode (string)
        • hasParamNJobs (int, string)
        • hasParamNNeighbors (int)
        • hasParamP (float, int)
        KernelDensityMethod
        • hasParamAlgorithm (string)
        • hasParamAtol (float, int)
        • hasParamBandwidth (float, int, string)
        • hasParamBreadthFirst (boolean)
        • hasParamKernel (string)
        • hasParamLeafSize (int)
        • hasParamMetric (string)
        • hasParamMetricParams (string)
        • hasParamRtol (float, int)
        LocalOutlierFactorMethod
        • hasParamAlgorithm (string)
        • hasParamContamination (float, int)
        • hasParamLeafSize (int)
        • hasParamMetric (string)
        • hasParamMetricParams (string)
        • hasParamNJobs (int, string)
        • hasParamNNeighbors (int)
        • hasParamNovelty (boolean)
        • hasParamP (float, int)
        MeanShiftMethod
        • hasParamBandwidth (float, int, string)
        • hasParamBinSeeding (boolean)
        • hasParamClusterAll (boolean)
        • hasParamMaxIter (int)
        • hasParamMinBinFreq (int)
        • hasParamNJobs (int, string)
        • hasParamSeeds (string)
        MiniBatchKMeansMethod
        • hasParamBatchSize (int)
        • hasParamComputeLabels (boolean)
        • hasParamInit (string)
        • hasParamInitSize (int)
        • hasParamMaxIter (int)
        • hasParamMaxNoImprovement (int, string)
        • hasParamNClusters (int, string)
        • hasParamNInit (int)
        • hasParamRandomState (int, string)
        • hasParamReassignmentRatio (float, int)
        • hasParamTol (float, int, string)
        • hasParamVerbose (boolean, int)
        NearestNeighborsMethod
        • hasParamAlgorithm (string)
        • hasParamLeafSize (int)
        • hasParamMetric (string)
        • hasParamMetricParams (string)
        • hasParamNJobs (int, string)
        • hasParamNNeighbors (int)
        • hasParamRadius (float, int)
        OPTICSMethod
        • hasParamAlgorithm (string)
        • hasParamClusterMethod (string)
        • hasParamEps (float, int)
        • hasParamLeafSize (int)
        • hasParamMaxEps (float, int)
        • hasParamMemory (string)
        • hasParamMetric (string)
        • hasParamMetricParams (string)
        • hasParamNJobs (int, string)
        • hasParamP (float, int)
        • hasParamPredecessorCorrection (boolean)
        RadiusNeighborsTransformerMethod
        • hasParamAlgorithm (string)
        • hasParamLeafSize (int)
        • hasParamMetric (string)
        • hasParamMetricParams (string)
        • hasParamMode (string)
        • hasParamNJobs (int, string)
        • hasParamP (float, int)
        • hasParamRadius (float, int)
        SpectralBiclusteringMethod
        • hasParamInit (string)
        • hasParamMethod (string)
        • hasParamMiniBatch (boolean)
        • hasParamNBest (int)
        • hasParamNClusters (int, string)
        • hasParamNComponents (float, int, string)
        • hasParamNInit (int)
        • hasParamNSvdVecs (int)
        • hasParamRandomState (int, string)
        • hasParamSvdMethod (string)
        SpectralClusteringMethod
        • hasParamAffinity (string)
        • hasParamAssignLabels (string)
        • hasParamCoef0 (float, int)
        • hasParamDegree (float, int, string)
        • hasParamEigenSolver (string)
        • hasParamEigenTol (float, int)
        • hasParamGamma (float, int, string)
        • hasParamKernelParams (string)
        • hasParamNClusters (int, string)
        • hasParamNComponents (float, int, string)
        • hasParamNInit (int)
        • hasParamNJobs (int, string)
        • hasParamNNeighbors (int)
        • hasParamRandomState (int, string)
        • hasParamVerbose (boolean, int)
        SpectralCoclusteringMethod
        • hasParamInit (string)
        • hasParamMiniBatch (boolean)
        • hasParamNClusters (int, string)
        • hasParamNInit (int)
        • hasParamNSvdVecs (int)
        • hasParamRandomState (int, string)
        • hasParamSvdMethod (string)
    ModelSelection ☑️
      Inputs
      • DataInTrainX
      • DataInTrainY
      • InputModelAsMethod
      Outputs
      • DataOutTrainModel
      Methods
        GridSearchCVMethod
        • hasParamCv (int, string)
        • hasParamErrorScore (string)
        • hasParamEstimator (string)
        • hasParamNJobs (int, string)
        • hasParamParamGrid (string)
        • hasParamPreDispatch (int, string)
        • hasParamRefit (boolean, string)
        • hasParamReturnTrainScore (boolean)
        • hasParamScoring (string)
        • hasParamVerbose (boolean, int)
        HalvingGridSearchCVMethod
        • hasParamAggressiveElimination (boolean)
        • hasParamCv (int, string)
        • hasParamErrorScore (string)
        • hasParamEstimator (string)
        • hasParamFactor (float, int)
        • hasParamMaxResources (int)
        • hasParamMinResources (int, string)
        • hasParamNJobs (int, string)
        • hasParamParamGrid (string)
        • hasParamRandomState (int, string)
        • hasParamRefit (boolean, string)
        • hasParamResource (string)
        • hasParamReturnTrainScore (boolean)
        • hasParamScoring (string)
        • hasParamVerbose (boolean, int)
        HalvingRandomSearchCVMethod
        • hasParamAggressiveElimination (boolean)
        • hasParamCv (int, string)
        • hasParamErrorScore (string)
        • hasParamEstimator (string)
        • hasParamFactor (float, int)
        • hasParamMaxResources (int)
        • hasParamMinResources (int, string)
        • hasParamNCandidates (int)
        • hasParamNJobs (int, string)
        • hasParamParamDistributions (string)
        • hasParamRandomState (int, string)
        • hasParamRefit (boolean, string)
        • hasParamResource (string)
        • hasParamReturnTrainScore (boolean)
        • hasParamScoring (string)
        • hasParamVerbose (boolean, int)
        RandomizedSearchCVMethod
        • hasParamCv (int, string)
        • hasParamErrorScore (string)
        • hasParamEstimator (string)
        • hasParamNIter (int)
        • hasParamNJobs (int, string)
        • hasParamParamDistributions (string)
        • hasParamPreDispatch (int, string)
        • hasParamRandomState (int, string)
        • hasParamRefit (boolean, string)
        • hasParamReturnTrainScore (boolean)
        • hasParamScoring (string)
        • hasParamVerbose (boolean, int)
Concatenation ☑️ 🗒️ belongs to KG schema with abbr. ml
    Inputs
    • DataInConcatenation
    Outputs
    • DataOutConcatenatedData
    Methods
      ConcatenationMethod
        No parameters
PrepareTransformer 📜 🗒️ belongs to KG schema with abbr. ml
    DataProcessing ☑️
      Inputs
      • DataInToPrepareTransformer
      Outputs
      • DataOutTransformer
      Methods
        BinarizerMethod
        • hasParamCopy (boolean)
        • hasParamThreshold (float, int, string)
        DictVectorizerMethod
        • hasParamDtype (string)
        • hasParamSeparator (string)
        • hasParamSort (boolean)
        • hasParamSparse (boolean)
        FeatureHasherMethod
        • hasParamAlternateSign (boolean)
        • hasParamDtype (string)
        • hasParamInputType (string)
        • hasParamNFeatures (int)
        FunctionTransformerMethod
        • hasParamAcceptSparse (boolean)
        • hasParamCheckInverse (boolean)
        • hasParamFeatureNamesOut (string)
        • hasParamFunc (string)
        • hasParamInvKwArgs (string)
        • hasParamInverseFunc (string)
        • hasParamKwArgs (string)
        • hasParamValidate (boolean)
        KBinsDiscretizerMethod
        • hasParamDtype (string)
        • hasParamEncode (string)
        • hasParamNBins (int)
        • hasParamRandomState (int, string)
        • hasParamStrategy (string)
        • hasParamSubsample (float, int, string)
        KNNImputerMethod
        • hasParamAddIndicator (boolean)
        • hasParamCopy (boolean)
        • hasParamKeepEmptyFeatures (boolean)
        • hasParamMetric (string)
        • hasParamMissingValues (float, int, string)
        • hasParamNNeighbors (int)
        • hasParamWeights (string)
        KernelCentererMethod
          No parameters
        LabelBinarizerMethod
        • hasParamNegLabel (int)
        • hasParamPosLabel (boolean, float, int, string)
        • hasParamSparseOutput (boolean)
        MaxAbsScalerMethod
        • hasParamCopy (boolean)
        MinMaxScalerMethod
        • hasParamClip (boolean)
        • hasParamCopy (boolean)
        • hasParamFeatureRange (string)
        MissingIndicatorMethod
        • hasParamErrorOnNew (boolean)
        • hasParamFeatures (string)
        • hasParamMissingValues (float, int, string)
        • hasParamSparse (boolean)
        MultiLabelBinarizerMethod
        • hasParamSparseOutput (boolean)
        NormalizerMethod
        • hasParamCopy (boolean)
        • hasParamNorm (boolean, string)
        OneHotEncoderMethod
        • hasParamCategories (string)
        • hasParamDrop (string)
        • hasParamDtype (string)
        • hasParamFeatureNameCombiner (string)
        • hasParamHandleUnknown (string)
        • hasParamMaxCategories (int)
        • hasParamMinFrequency (float, int)
        • hasParamSparseOutput (boolean)
        OrdinalEncoderMethod
        • hasParamCategories (string)
        • hasParamDtype (string)
        • hasParamEncodedMissingValue (int, string)
        • hasParamHandleUnknown (string)
        • hasParamMaxCategories (int)
        • hasParamMinFrequency (float, int)
        • hasParamUnknownValue (int, string)
        PolynomialFeaturesMethod
        • hasParamDegree (float, int, string)
        • hasParamIncludeBias (boolean)
        • hasParamInteractionOnly (boolean)
        • hasParamOrder (string)
        PowerTransformerMethod
        • hasParamCopy (boolean)
        • hasParamMethod (string)
        • hasParamStandardize (boolean)
        QuantileTransformerMethod
        • hasParamCopy (boolean)
        • hasParamIgnoreImplicitZeros (boolean)
        • hasParamNQuantiles (int)
        • hasParamOutputDistribution (string)
        • hasParamRandomState (int, string)
        • hasParamSubsample (float, int, string)
        RandomTreesEmbeddingMethod
        • hasParamMaxDepth (int, string)
        • hasParamMaxLeafNodes (int, string)
        • hasParamMinImpurityDecrease (float, int)
        • hasParamMinSamplesLeaf (float, int)
        • hasParamMinSamplesSplit (float, int)
        • hasParamMinWeightFractionLeaf (float, int)
        • hasParamNEstimators (int)
        • hasParamNJobs (int, string)
        • hasParamRandomState (int, string)
        • hasParamSparseOutput (boolean)
        • hasParamVerbose (boolean, int)
        • hasParamWarmStart (boolean)
        RobustScalerMethod
        • hasParamCopy (boolean)
        • hasParamQuantileRange (string)
        • hasParamUnitVariance (boolean)
        • hasParamWithCentering (boolean)
        • hasParamWithScaling (boolean)
        SimpleImputerMethod
        • hasParamAddIndicator (boolean)
        • hasParamCopy (boolean)
        • hasParamFillValue (string)
        • hasParamKeepEmptyFeatures (boolean)
        • hasParamMissingValues (float, int, string)
        • hasParamStrategy (string)
        SplineTransformerMethod
        • hasParamDegree (float, int, string)
        • hasParamExtrapolation (string)
        • hasParamIncludeBias (boolean)
        • hasParamKnots (string)
        • hasParamNKnots (int)
        • hasParamOrder (string)
        • hasParamSparseOutput (boolean)
        StandardScalerMethod
        • hasParamCopy (boolean)
        • hasParamWithMean (boolean)
        • hasParamWithStd (boolean)
        TargetEncoderMethod
        • hasParamCategories (string)
        • hasParamCv (int, string)
        • hasParamRandomState (int, string)
        • hasParamShuffle (boolean)
        • hasParamSmooth (float, int)
        • hasParamTargetType (string)
    Decomposition ☑️
      Inputs
      • DataInToPrepareTransformer
      Outputs
      • DataOutTransformer
      Methods
        DictionaryLearningMethod
        • hasParamAlpha (float, int, string)
        • hasParamCallback (string)
        • hasParamCodeInit (string)
        • hasParamDictInit (string)
        • hasParamFitAlgorithm (string)
        • hasParamMaxIter (int)
        • hasParamNComponents (float, int, string)
        • hasParamNJobs (int, string)
        • hasParamPositiveCode (boolean)
        • hasParamPositiveDict (boolean)
        • hasParamRandomState (int, string)
        • hasParamSplitSign (boolean)
        • hasParamTol (float, int, string)
        • hasParamTransformAlgorithm (string)
        • hasParamTransformAlpha (float, int)
        • hasParamTransformMaxIter (int)
        • hasParamTransformNNonzeroCoefs (int)
        • hasParamVerbose (boolean, int)
        FactorAnalysisMethod
        • hasParamCopy (boolean)
        • hasParamIteratedPower (int)
        • hasParamMaxIter (int)
        • hasParamNComponents (float, int, string)
        • hasParamRandomState (int, string)
        • hasParamRotation (string)
        • hasParamSvdMethod (string)
        • hasParamTol (float, int, string)
        FastICAMethod
        • hasParamAlgorithm (string)
        • hasParamFun (string)
        • hasParamFunArgs (string)
        • hasParamMaxIter (int)
        • hasParamNComponents (float, int, string)
        • hasParamRandomState (int, string)
        • hasParamTol (float, int, string)
        • hasParamWInit (string)
        • hasParamWhiten (boolean, string)
        • hasParamWhitenSolver (string)
        FeatureAgglomerationMethod
        • hasParamComputeDistances (boolean)
        • hasParamComputeFullTree (boolean)
        • hasParamConnectivity (string)
        • hasParamDistanceThreshold (float, int)
        • hasParamLinkage (string)
        • hasParamMemory (string)
        • hasParamMetric (string)
        • hasParamNClusters (int, string)
        • hasParamPoolingFunc (string)
        IncrementalPCAMethod
        • hasParamBatchSize (int)
        • hasParamCopy (boolean)
        • hasParamNComponents (float, int, string)
        • hasParamWhiten (boolean, string)
        KernelPCAMethod
        • hasParamAlpha (float, int, string)
        • hasParamCoef0 (float, int)
        • hasParamCopyX (boolean)
        • hasParamDegree (float, int, string)
        • hasParamEigenSolver (string)
        • hasParamFitInverseTransform (boolean)
        • hasParamGamma (float, int, string)
        • hasParamKernel (string)
        • hasParamKernelParams (string)
        • hasParamMaxIter (int)
        • hasParamNComponents (float, int, string)
        • hasParamNJobs (int, string)
        • hasParamRandomState (int, string)
        • hasParamRemoveZeroEig (boolean)
        • hasParamTol (float, int, string)
        LatentDirichletAllocationMethod
        • hasParamBatchSize (int)
        • hasParamDocTopicPrior (float, int)
        • hasParamEvaluateEvery (int)
        • hasParamLearningDecay (float, int)
        • hasParamLearningMethod (string)
        • hasParamLearningOffset (float, int)
        • hasParamMaxDocUpdateIter (int)
        • hasParamMaxIter (int)
        • hasParamMeanChangeTol (float, int)
        • hasParamNComponents (float, int, string)
        • hasParamNJobs (int, string)
        • hasParamPerpTol (float, int)
        • hasParamRandomState (int, string)
        • hasParamTopicWordPrior (float, int)
        • hasParamTotalSamples (int)
        • hasParamVerbose (boolean, int)
        MiniBatchDictionaryLearningMethod
        • hasParamAlpha (float, int, string)
        • hasParamBatchSize (int)
        • hasParamCallback (string)
        • hasParamDictInit (string)
        • hasParamFitAlgorithm (string)
        • hasParamMaxIter (int)
        • hasParamMaxNoImprovement (int, string)
        • hasParamNComponents (float, int, string)
        • hasParamNJobs (int, string)
        • hasParamPositiveCode (boolean)
        • hasParamPositiveDict (boolean)
        • hasParamRandomState (int, string)
        • hasParamShuffle (boolean)
        • hasParamSplitSign (boolean)
        • hasParamTol (float, int, string)
        • hasParamTransformAlgorithm (string)
        • hasParamTransformAlpha (float, int)
        • hasParamTransformMaxIter (int)
        • hasParamTransformNNonzeroCoefs (int)
        • hasParamVerbose (boolean, int)
        MiniBatchNMFMethod
        • hasParamAlphaH (float, int)
        • hasParamAlphaW (float, int)
        • hasParamBatchSize (int)
        • hasParamBetaLoss (float, int, string)
        • hasParamForgetFactor (float, int)
        • hasParamFreshRestarts (boolean)
        • hasParamFreshRestartsMaxIter (int)
        • hasParamInit (string)
        • hasParamL1Ratio (float, int)
        • hasParamMaxIter (int)
        • hasParamMaxNoImprovement (int, string)
        • hasParamNComponents (float, int, string)
        • hasParamRandomState (int, string)
        • hasParamTol (float, int, string)
        • hasParamTransformMaxIter (int)
        • hasParamVerbose (boolean, int)
        MiniBatchSparsePCAMethod
        • hasParamAlpha (float, int, string)
        • hasParamBatchSize (int)
        • hasParamCallback (string)
        • hasParamMaxIter (int)
        • hasParamMaxNoImprovement (int, string)
        • hasParamMethod (string)
        • hasParamNComponents (float, int, string)
        • hasParamNJobs (int, string)
        • hasParamRandomState (int, string)
        • hasParamRidgeAlpha (float, int)
        • hasParamShuffle (boolean)
        • hasParamTol (float, int, string)
        • hasParamVerbose (boolean, int)
        NMFMethod
        • hasParamAlphaH (float, int)
        • hasParamAlphaW (float, int)
        • hasParamBetaLoss (float, int, string)
        • hasParamInit (string)
        • hasParamL1Ratio (float, int)
        • hasParamMaxIter (int)
        • hasParamNComponents (float, int, string)
        • hasParamRandomState (int, string)
        • hasParamShuffle (boolean)
        • hasParamSolver (string)
        • hasParamTol (float, int, string)
        • hasParamVerbose (boolean, int)
        NeighborhoodComponentsAnalysisMethod
        • hasParamCallback (string)
        • hasParamInit (string)
        • hasParamMaxIter (int)
        • hasParamNComponents (float, int, string)
        • hasParamRandomState (int, string)
        • hasParamTol (float, int, string)
        • hasParamVerbose (boolean, int)
        • hasParamWarmStart (boolean)
        PCAMethod
        • hasParamCopy (boolean)
        • hasParamIteratedPower (int)
        • hasParamNComponents (float, int, string)
        • hasParamNOversamples (int)
        • hasParamPowerIterationNormalizer (string)
        • hasParamRandomState (int, string)
        • hasParamSvdSolver (string)
        • hasParamTol (float, int, string)
        • hasParamWhiten (boolean, string)
        SparseCoderMethod
        • hasParamDictionary (string)
        • hasParamNJobs (int, string)
        • hasParamPositiveCode (boolean)
        • hasParamSplitSign (boolean)
        • hasParamTransformAlgorithm (string)
        • hasParamTransformAlpha (float, int)
        • hasParamTransformMaxIter (int)
        • hasParamTransformNNonzeroCoefs (int)
        SparsePCAMethod
        • hasParamAlpha (float, int, string)
        • hasParamMaxIter (int)
        • hasParamMethod (string)
        • hasParamNComponents (float, int, string)
        • hasParamNJobs (int, string)
        • hasParamRandomState (int, string)
        • hasParamRidgeAlpha (float, int)
        • hasParamTol (float, int, string)
        • hasParamUInit (string)
        • hasParamVInit (string)
        • hasParamVerbose (boolean, int)
        TruncatedSVDMethod
        • hasParamAlgorithm (string)
        • hasParamNComponents (float, int, string)
        • hasParamNIter (int)
        • hasParamNOversamples (int)
        • hasParamPowerIterationNormalizer (string)
        • hasParamRandomState (int, string)
        • hasParamTol (float, int, string)
    FeatureSelection ☑️
      Inputs
      • DataInToPrepareTransformer
      Outputs
      • DataOutTransformer
      Methods
        Chi2Method
          No parameters
        FClassifMethod
          No parameters
        FRegressionMethod
        • hasParamCenter (boolean)
        • hasParamForceFinite (boolean)
        GenericUnivariateSelectMethod
        • hasParamMode (string)
        • hasParamParam (float, int)
        • hasParamScoreFunc (string)
        MutualInfoClassifMethod
        • hasParamCopy (boolean)
        • hasParamDiscreteFeatures (boolean, string)
        • hasParamNNeighbors (int)
        • hasParamRandomState (int, string)
        MutualInfoRegressionMethod
        • hasParamCopy (boolean)
        • hasParamDiscreteFeatures (boolean, string)
        • hasParamNNeighbors (int)
        • hasParamRandomState (int, string)
        RFECVMethod
        • hasParamCv (int, string)
        • hasParamEstimator (string)
        • hasParamImportanceGetter (string)
        • hasParamMinFeaturesToSelect (int)
        • hasParamNJobs (int, string)
        • hasParamScoring (string)
        • hasParamStep (float, int)
        • hasParamVerbose (boolean, int)
        RFEMethod
        • hasParamEstimator (string)
        • hasParamImportanceGetter (string)
        • hasParamNFeaturesToSelect (float, int)
        • hasParamStep (float, int)
        • hasParamVerbose (boolean, int)
        SelectFdrMethod
        • hasParamAlpha (float, int, string)
        • hasParamScoreFunc (string)
        SelectFprMethod
        • hasParamAlpha (float, int, string)
        • hasParamScoreFunc (string)
        SelectFromModelMethod
        • hasParamEstimator (string)
        • hasParamImportanceGetter (string)
        • hasParamMaxFeatures (float, int, string)
        • hasParamNormOrder (int, string)
        • hasParamPrefit (boolean)
        • hasParamThreshold (float, int, string)
        SelectFweMethod
        • hasParamAlpha (float, int, string)
        • hasParamScoreFunc (string)
        SelectKBestMethod
        • hasParamK (int)
        • hasParamScoreFunc (string)
        SelectPercentileMethod
        • hasParamPercentile (int)
        • hasParamScoreFunc (string)
        SequentialFeatureSelectorMethod
        • hasParamCv (int, string)
        • hasParamDirection (string)
        • hasParamEstimator (string)
        • hasParamNFeaturesToSelect (float, int)
        • hasParamNJobs (int, string)
        • hasParamScoring (string)
        • hasParamTol (float, int, string)
        VarianceThresholdMethod
        • hasParamThreshold (float, int, string)
DataSplitting ☑️ 🗒️ belongs to KG schema with abbr. ml
    Inputs
    • DataInDataSplittingX
    • DataInDataSplittingY
    Outputs
    • DataOutSplittedTestDataX
    • DataOutSplittedTestDataY
    • DataOutSplittedTrainDataX
    • DataOutSplittedTrainDataY
    Methods
      DataSplittingMethod
        No parameters
      GroupKFoldMethod
      • hasParamNSplits (int)
      GroupShuffleSplitMethod
      • hasParamNSplits (int)
      • hasParamRandomState (int, string)
      • hasParamTestSize (float, int)
      • hasParamTrainSize (float, int)
      KFoldMethod
      • hasParamNSplits (int)
      • hasParamRandomState (int, string)
      • hasParamShuffle (boolean)
      LearningCurveDisplayMethod
      • hasParamScoreName (string)
      • hasParamTestScores (string)
      • hasParamTrainScores (string)
      LeavePGroupsOutMethod
      • hasParamNGroups (int)
      LeavePOutMethod
      • hasParamP (float, int)
      PredefinedSplitMethod
        No parameters
      RepeatedKFoldMethod
      • hasParamNRepeats (int)
      • hasParamNSplits (int)
      • hasParamRandomState (int, string)
      RepeatedStratifiedKFoldMethod
      • hasParamNRepeats (int)
      • hasParamNSplits (int)
      • hasParamRandomState (int, string)
      ShuffleSplitMethod
      • hasParamNSplits (int)
      • hasParamRandomState (int, string)
      • hasParamTestSize (float, int)
      • hasParamTrainSize (float, int)
      StratifiedGroupKFoldMethod
      • hasParamNSplits (int)
      • hasParamRandomState (int, string)
      • hasParamShuffle (boolean)
      StratifiedKFoldMethod
      • hasParamNSplits (int)
      • hasParamRandomState (int, string)
      • hasParamShuffle (boolean)
      StratifiedShuffleSplitMethod
      • hasParamNSplits (int)
      • hasParamRandomState (int, string)
      • hasParamTestSize (float, int)
      • hasParamTrainSize (float, int)
      TimeSeriesSplitMethod
      • hasParamGap (int)
      • hasParamMaxTrainSize (int)
      • hasParamNSplits (int)
      • hasParamTestSize (float, int)
      TrainTestSplitMethod
      • hasParamRandomState (int, string)
      • hasParamShuffle (boolean)
      • hasParamStratify (string)
      • hasParamTestSize (float, int)
      • hasParamTrainSize (float, int)
      ValidationCurveDisplayMethod
      • hasParamParamName (string)
      • hasParamScoreName (string)
      • hasParamTestScores (string)
      • hasParamTrainScores (string)
PerformanceCalculation ☑️ 🗒️ belongs to KG schema with abbr. ml
    Inputs
    • DataInPredictedY
    • DataInRealY
    Outputs
    • DataOutScore
    Methods
      AccuracyScoreMethod
      • hasParamNormalize (boolean, string)
      AdjustedMutualInfoScoreMethod
      • hasParamAverageMethod (string)
      AdjustedRandScoreMethod
        No parameters
      AucMethod
        No parameters
      AveragePrecisionScoreMethod
      • hasParamAverage (boolean, int, string)
      • hasParamPosLabel (boolean, float, int, string)
      BalancedAccuracyScoreMethod
      • hasParamAdjusted (boolean)
      BrierScoreLossMethod
      • hasParamPosLabel (boolean, float, int, string)
      CalinskiHarabaszScoreMethod
        No parameters
      CheckScoringMethod
      • hasParamAllowNone (boolean)
      • hasParamScoring (string)
      ClassLikelihoodRatiosMethod
      • hasParamRaiseWarning (boolean)
      ClassificationReportMethod
      • hasParamDigits (int)
      • hasParamOutputDict (boolean)
      • hasParamZeroDivision (string)
      CohenKappaScoreMethod
      • hasParamWeights (string)
      CompletenessScoreMethod
        No parameters
      ConfusionMatrixMethod
      • hasParamNormalize (boolean, string)
      ConsensusScoreMethod
      • hasParamA (string)
      • hasParamB (string)
      • hasParamSimilarity (string)
      CoverageErrorMethod
        No parameters
      D2AbsoluteErrorScoreMethod
      • hasParamMultioutput (string)
      D2PinballScoreMethod
      • hasParamAlpha (float, int, string)
      • hasParamMultioutput (string)
      D2TweedieScoreMethod
      • hasParamPower (float, int)
      DaviesBouldinScoreMethod
        No parameters
      DcgScoreMethod
      • hasParamIgnoreTies (boolean)
      • hasParamK (int)
      • hasParamLogBase (float, int)
      DetCurveMethod
      • hasParamPosLabel (boolean, float, int, string)
      EuclideanDistancesMethod
      • hasParamSquared (boolean)
      ExplainedVarianceScoreMethod
      • hasParamForceFinite (boolean)
      • hasParamMultioutput (string)
      F1ScoreMethod
      • hasParamAverage (boolean, int, string)
      • hasParamPosLabel (boolean, float, int, string)
      • hasParamZeroDivision (string)
      FbetaScoreMethod
      • hasParamAverage (boolean, int, string)
      • hasParamBeta (float, int)
      • hasParamPosLabel (boolean, float, int, string)
      • hasParamZeroDivision (string)
      FowlkesMallowsScoreMethod
      • hasParamSparse (boolean)
      GetScorerMethod
      • hasParamScoring (string)
      GetScorerNamesMethod
        No parameters
      HammingLossMethod
        No parameters
      HingeLossMethod
      • hasParamPredDecision (string)
      HomogeneityCompletenessVMeasureMethod
      • hasParamBeta (float, int)
      HomogeneityScoreMethod
        No parameters
      JaccardScoreMethod
      • hasParamAverage (boolean, int, string)
      • hasParamPosLabel (boolean, float, int, string)
      • hasParamZeroDivision (string)
      LabelRankingAveragePrecisionScoreMethod
        No parameters
      LabelRankingLossMethod
        No parameters
      LogLossMethod
      • hasParamEps (float, int)
      • hasParamNormalize (boolean, string)
      MakeScorerMethod
      • hasParamGreaterIsBetter (boolean)
      • hasParamNeedsProba (boolean)
      • hasParamNeedsThreshold (boolean)
      • hasParamResponseMethod (string)
      • hasParamScoreFunc (string)
      MatthewsCorrcoefMethod
        No parameters
      MaxErrorMethod
        No parameters
      MeanAbsoluteErrorMethod
      • hasParamMultioutput (string)
      MeanAbsolutePercentageErrorMethod
      • hasParamMultioutput (string)
      MeanGammaDevianceMethod
        No parameters
      MeanPinballLossMethod
      • hasParamAlpha (float, int, string)
      • hasParamMultioutput (string)
      MeanPoissonDevianceMethod
        No parameters
      MeanSquaredErrorMethod
      • hasParamMultioutput (string)
      • hasParamSquared (boolean)
      MeanSquaredLogErrorMethod
      • hasParamMultioutput (string)
      • hasParamSquared (boolean)
      MeanTweedieDevianceMethod
      • hasParamPower (float, int)
      MedianAbsoluteErrorMethod
      • hasParamMultioutput (string)
      MultilabelConfusionMatrixMethod
      • hasParamSamplewise (boolean)
      MutualInfoScoreMethod
      • hasParamContingency (string)
      NanEuclideanDistancesMethod
      • hasParamCopy (boolean)
      • hasParamMissingValues (float, int, string)
      • hasParamSquared (boolean)
      NdcgScoreMethod
      • hasParamIgnoreTies (boolean)
      • hasParamK (int)
      NormalizedMutualInfoScoreMethod
      • hasParamAverageMethod (string)
      PairConfusionMatrixMethod
        No parameters
      PairwiseDistancesArgminMethod
      • hasParamAxis (int)
      • hasParamMetric (string)
      • hasParamMetricKwargs (string)
      PairwiseDistancesArgminMinMethod
      • hasParamAxis (int)
      • hasParamMetric (string)
      • hasParamMetricKwargs (string)
      PairwiseDistancesChunkedMethod
      • hasParamMetric (string)
      • hasParamNJobs (int, string)
      • hasParamReduceFunc (string)
      • hasParamWorkingMemory (float, int)
      PairwiseDistancesMethod
      • hasParamForceAllFinite (boolean)
      • hasParamMetric (string)
      • hasParamNJobs (int, string)
      PairwiseKernelsMethod
      • hasParamFilterParams (boolean)
      • hasParamMetric (string)
      • hasParamNJobs (int, string)
      PerformanceCalculationMethod
        No parameters
      PrecisionRecallCurveMethod
      • hasParamDropIntermediate (boolean)
      • hasParamPosLabel (boolean, float, int, string)
      PrecisionRecallFscoreSupportMethod
      • hasParamAverage (boolean, int, string)
      • hasParamBeta (float, int)
      • hasParamPosLabel (boolean, float, int, string)
      • hasParamWarnFor (string)
      • hasParamZeroDivision (string)
      PrecisionScoreMethod
      • hasParamAverage (boolean, int, string)
      • hasParamPosLabel (boolean, float, int, string)
      • hasParamZeroDivision (string)
      R2ScoreMethod
      • hasParamForceFinite (boolean)
      • hasParamMultioutput (string)
      RandScoreMethod
        No parameters
      RecallScoreMethod
      • hasParamAverage (boolean, int, string)
      • hasParamPosLabel (boolean, float, int, string)
      • hasParamZeroDivision (string)
      RocAucScoreMethod
      • hasParamAverage (boolean, int, string)
      • hasParamMultiClass (string)
      RocCurveMethod
      • hasParamDropIntermediate (boolean)
      • hasParamPosLabel (boolean, float, int, string)
      RootMeanSquaredErrorMethod
      • hasParamMultioutput (string)
      RootMeanSquaredLogErrorMethod
      • hasParamMultioutput (string)
      SilhouetteSamplesMethod
      • hasParamMetric (string)
      SilhouetteScoreMethod
      • hasParamMetric (string)
      • hasParamRandomState (int, string)
      • hasParamSampleSize (int)
      TopKAccuracyScoreMethod
      • hasParamK (int)
      • hasParamNormalize (boolean, string)
      VMeasureScoreMethod
      • hasParamBeta (float, int)
      ZeroOneLossMethod
      • hasParamNormalize (boolean, string)
Test ☑️ 🗒️ belongs to KG schema with abbr. ml
    Inputs
    • DataInTestModel
    • DataInTestX
    Outputs
    • DataOutPredictedValueTest
    Methods
      TestMethod
        No parameters
Transform ☑️ 🗒️ belongs to KG schema with abbr. ml
    Inputs
    • DataInToTransform
    • DataInTransformer
    Outputs
    • DataOutTransformed
    Methods
      TransformMethod
        No parameters
StatisticCalculation 📜 🗒️ belongs to KG schema with abbr. stats
    CentralTendencyMeasure ☑️
      Inputs
      • DataInStatisticCalculation
      Outputs
      • DataOutStatisticCalculation
      Methods
        AverageMethod
        • hasParamAxis (int, string)
        • hasParamKeepdims (boolean)
        • hasParamReturned (boolean)
        • hasParamWeights (string)
        MeanMethod
        • hasParamAxis (int, string)
        • hasParamDtype (string)
        • hasParamKeepdims (boolean)
        • hasParamWhere (boolean)
        MedianMethod
        • hasParamAxis (int, string)
        • hasParamKeepdims (boolean)
        • hasParamOverwriteInput (boolean)
    DependencyMeasure ☑️
      Inputs
      • DataInStatisticCalculation
      Outputs
      • DataOutStatisticCalculation
      Methods
        CorrcoefMethod
        • hasParamBias (boolean, string)
        • hasParamDdof (int, string)
        • hasParamDtype (string)
        • hasParamRowvar (boolean)
        • hasParamX (string)
        • hasParamY (string)
        CovMethod
        • hasParamAweights (string)
        • hasParamBias (boolean, string)
        • hasParamDdof (int, string)
        • hasParamDtype (string)
        • hasParamFweights (int, string)
        • hasParamM (string)
        • hasParamRowvar (boolean)
        • hasParamY (string)
    DispersionMeasure ☑️
      Inputs
      • DataInStatisticCalculation
      Outputs
      • DataOutStatisticCalculation
      Methods
        StdMethod
        • hasParamAxis (int, string)
        • hasParamDdof (int, string)
        • hasParamDtype (string)
        • hasParamKeepdims (boolean)
        • hasParamWhere (boolean)
        VarMethod
        • hasParamAxis (int, string)
        • hasParamDdof (int, string)
        • hasParamDtype (string)
        • hasParamKeepdims (boolean)
        • hasParamWhere (boolean)
    PositionMeasure ☑️
      Inputs
      • DataInStatisticCalculation
      Outputs
      • DataOutStatisticCalculation
      Methods
        PercentileMethod
        • hasParamAxis (int, string)
        • hasParamInterpolation (string)
        • hasParamKeepdims (boolean)
        • hasParamMethod (string)
        • hasParamOverwriteInput (boolean)
        • hasParamQ (float, int)
        QuantileMethod
        • hasParamAxis (int, string)
        • hasParamInterpolation (string)
        • hasParamKeepdims (boolean)
        • hasParamMethod (string)
        • hasParamOverwriteInput (boolean)
        • hasParamQ (float, int)
    ShapeMeasure ☑️
      Inputs
      • DataInStatisticCalculation
      Outputs
      • DataOutStatisticCalculation
      Methods
        KurtosisMethod
        • hasParamAxis (int, string)
        • hasParamBias (boolean, string)
        • hasParamFisher (boolean)
        • hasParamKeepdims (boolean)
        • hasParamNanPolicy (string)
        PtpMethod
        • hasParamAxis (int, string)
        • hasParamKeepdims (boolean)
        SkewMethod
        • hasParamAxis (int, string)
        • hasParamBias (boolean, string)
        • hasParamKeepdims (boolean)
        • hasParamNanPolicy (string)
Plotting 📜 🗒️ belongs to KG schema with abbr. visu
    AreaPlotting ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        FillBetweenMethod
        • hasParamInterpolate (boolean)
        • hasParamStep (string)
        • hasParamWhere (string)
        • hasParamX (float, int, string)
        • hasParamY1 (float, int, string)
        • hasParamY2 (float, int, string)
        FillMethod
          No parameters
    BarPlotting ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        BarMethod
        • hasParamAlign (string)
        • hasParamBottom (float, int, string)
        • hasParamHeight (float, int, string)
        • hasParamWidth (float, int, string)
        • hasParamX (float, int, string)
        BarhMethod
        • hasParamAlign (string)
        • hasParamHeight (float, int, string)
        • hasParamLeft (float, int, string)
        • hasParamWidth (float, int, string)
        • hasParamY (float, int, string)
    BoxPlotting ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        BoxplotMethod
        • hasParamAutorange (boolean)
        • hasParamBootstrap (int, string)
        • hasParamBoxprops (string)
        • hasParamCapprops (string)
        • hasParamCapwidths (float, int, string)
        • hasParamConfIntervals (string)
        • hasParamFlierprops (string)
        • hasParamLabels (string)
        • hasParamManageTicks (boolean)
        • hasParamMeanline (boolean, string)
        • hasParamMeanprops (string)
        • hasParamMedianprops (string)
        • hasParamNotch (boolean, string)
        • hasParamPatchArtist (boolean, string)
        • hasParamPositions (string)
        • hasParamShowbox (boolean, string)
        • hasParamShowcaps (boolean, string)
        • hasParamShowfliers (boolean, string)
        • hasParamShowmeans (boolean, string)
        • hasParamSym (string)
        • hasParamUsermedians (string)
        • hasParamVert (boolean, string)
        • hasParamWhis (float, int, string)
        • hasParamWhiskerprops (string)
        • hasParamWidths (float, int, string)
        • hasParamX (float, int, string)
        • hasParamZorder (float, int, string)
    ContourPlotting ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        ContourMethod
          No parameters
        ContourfMethod
          No parameters
    ErrorBarPlotting ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        ErrorbarMethod
        • hasParamBarsabove (boolean)
        • hasParamCapsize (float, int, string)
        • hasParamCapthick (float, int, string)
        • hasParamEcolor (string)
        • hasParamElinewidth (float, int, string)
        • hasParamErrorevery (int, string)
        • hasParamFmt (string)
        • hasParamLolims (boolean, string)
        • hasParamUplims (boolean, string)
        • hasParamX (float, int, string)
        • hasParamXerr (float, int, string)
        • hasParamXlolims (boolean, string)
        • hasParamXuplims (boolean, string)
        • hasParamY (float, int, string)
        • hasParamYerr (float, int, string)
    Histogram ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        HexbinMethod
        • hasParamAlpha (float, int, string)
        • hasParamBins (int, string)
        • hasParamC (string)
        • hasParamCmap (string)
        • hasParamEdgecolors (string)
        • hasParamExtent (string)
        • hasParamGridsize (int, string)
        • hasParamLinewidths (float, int, string)
        • hasParamMarginals (boolean)
        • hasParamMincnt (int, string)
        • hasParamNorm (string)
        • hasParamReduceCFunction (string)
        • hasParamVmax (float, int, string)
        • hasParamVmin (float, int, string)
        • hasParamX (float, int, string)
        • hasParamXscale (string)
        • hasParamY (float, int, string)
        • hasParamYscale (string)
        Hist2dMethod
        • hasParamBins (int, string)
        • hasParamCmax (float, int, string)
        • hasParamCmin (float, int, string)
        • hasParamDensity (boolean, float, int)
        • hasParamRange (string)
        • hasParamWeights (string)
        • hasParamX (float, int, string)
        • hasParamY (float, int, string)
        HistMethod
        • hasParamAlign (string)
        • hasParamBins (int, string)
        • hasParamBottom (float, int, string)
        • hasParamColor (string)
        • hasParamCumulative (boolean, float, int)
        • hasParamDensity (boolean, float, int)
        • hasParamHisttype (string)
        • hasParamLabel (string)
        • hasParamLog (boolean)
        • hasParamOrientation (string)
        • hasParamRange (string)
        • hasParamRwidth (float, int, string)
        • hasParamStacked (boolean)
        • hasParamWeights (string)
        • hasParamX (float, int, string)
    ImagePlotting ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        ImshowMethod
        • hasParamAlpha (float, int, string)
        • hasParamAspect (float, int, string)
        • hasParamCmap (string)
        • hasParamExtent (string)
        • hasParamFilternorm (boolean)
        • hasParamFilterrad (float, int)
        • hasParamInterpolation (string)
        • hasParamInterpolationStage (string)
        • hasParamNorm (string)
        • hasParamOrigin (string)
        • hasParamResample (boolean, string)
        • hasParamUrl (string)
        • hasParamVmax (float, int, string)
        • hasParamVmin (float, int, string)
        • hasParamX (float, int, string)
        PcolorMethod
        • hasParamAlpha (float, int, string)
        • hasParamArgs (float, int, string)
        • hasParamCmap (string)
        • hasParamNorm (string)
        • hasParamShading (string)
        • hasParamVmax (float, int, string)
        • hasParamVmin (float, int, string)
        PcolormeshMethod
        • hasParamAlpha (float, int, string)
        • hasParamAntialiased (boolean)
        • hasParamArgs (float, int, string)
        • hasParamCmap (string)
        • hasParamNorm (string)
        • hasParamShading (string)
        • hasParamVmax (float, int, string)
        • hasParamVmin (float, int, string)
    LinePlotting ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        AcorrMethod
        • hasParamX (float, int, string)
        AngleSpectrumMethod
        • hasParamFc (int, string)
        • hasParamFs (float, int, string)
        • hasParamPadTo (int, string)
        • hasParamSides (string)
        • hasParamWindow (string)
        • hasParamX (float, int, string)
        CohereMethod
        • hasParamDetrend (string)
        • hasParamFc (int, string)
        • hasParamFs (float, int, string)
        • hasParamNfft (int)
        • hasParamNoverlap (int)
        • hasParamPadTo (int, string)
        • hasParamScaleByFreq (boolean, string)
        • hasParamSides (string)
        • hasParamWindow (string)
        • hasParamX (float, int, string)
        • hasParamY (float, int, string)
        LoglogMethod
          No parameters
        MagnitudeSpectrumMethod
        • hasParamFc (int, string)
        • hasParamFs (float, int, string)
        • hasParamPadTo (int, string)
        • hasParamScale (string)
        • hasParamSides (string)
        • hasParamWindow (string)
        • hasParamX (float, int, string)
        PhaseSpectrumMethod
        • hasParamFc (int, string)
        • hasParamFs (float, int, string)
        • hasParamPadTo (int, string)
        • hasParamSides (string)
        • hasParamWindow (string)
        • hasParamX (float, int, string)
        PlotMethod
        • hasParamArgs (float, int, string)
        • hasParamScalex (boolean)
        • hasParamScaley (boolean)
        SemilogxMethod
          No parameters
        SemilogyMethod
          No parameters
        StackplotMethod
        • hasParamBaseline (string)
        • hasParamColors (string)
        • hasParamLabels (string)
        • hasParamX (float, int, string)
        StemMethod
        • hasParamArgs (float, int, string)
        • hasParamBasefmt (string)
        • hasParamBottom (float, int, string)
        • hasParamLabel (string)
        • hasParamLinefmt (string)
        • hasParamMarkerfmt (string)
        • hasParamOrientation (string)
        StepMethod
        • hasParamWhere (string)
        • hasParamX (float, int, string)
        • hasParamY (float, int, string)
        XcorrMethod
        • hasParamDetrend (string)
        • hasParamMaxlags (int)
        • hasParamNormed (boolean)
        • hasParamUsevlines (boolean)
        • hasParamX (float, int, string)
        • hasParamY (float, int, string)
    PieChart ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        PieMethod
        • hasParamAutopct (string)
        • hasParamCenter (string)
        • hasParamColors (string)
        • hasParamCounterclock (boolean)
        • hasParamExplode (string)
        • hasParamFrame (boolean)
        • hasParamHatch (string)
        • hasParamLabeldistance (float, int, string)
        • hasParamLabels (string)
        • hasParamNormalize (boolean)
        • hasParamPctdistance (float, int)
        • hasParamRadius (float, int)
        • hasParamRotatelabels (boolean)
        • hasParamShadow (boolean)
        • hasParamStartangle (float, int)
        • hasParamTextprops (string)
        • hasParamWedgeprops (string)
        • hasParamX (float, int, string)
    PolarPlotting ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        PolarMethod
          No parameters
    ScatterPlotting ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        ScatterMethod
        • hasParamAlpha (float, int, string)
        • hasParamC (string)
        • hasParamCmap (string)
        • hasParamEdgecolors (string)
        • hasParamLinewidths (float, int, string)
        • hasParamMarker (string)
        • hasParamNorm (string)
        • hasParamPlotnonfinite (boolean)
        • hasParamS (float, int, string)
        • hasParamVmax (float, int, string)
        • hasParamVmin (float, int, string)
        • hasParamX (float, int, string)
        • hasParamY (float, int, string)
    VectorField ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        QuiverMethod
          No parameters
        StreamplotMethod
        • hasParamArrowsize (float, int)
        • hasParamArrowstyle (string)
        • hasParamBrokenStreamlines (string)
        • hasParamColor (string)
        • hasParamDensity (boolean, float, int)
        • hasParamIntegrationDirection (string)
        • hasParamLinewidth (float, int, string)
        • hasParamMaxlength (float, int)
        • hasParamMinlength (float, int)
        • hasParamStartPoints (string)
        • hasParamZorder (float, int, string)
    ViolinPlotting ☑️
      Inputs
      • DataInToPlot
      Outputs
      Methods
        ViolinplotMethod
        • hasParamBwMethod (float, int, string)
        • hasParamDataset (string)
        • hasParamPoints (int)
        • hasParamPositions (string)
        • hasParamQuantiles (string)
        • hasParamShowextrema (boolean)
        • hasParamShowmeans (boolean, string)
        • hasParamShowmedians (boolean)
        • hasParamVert (boolean, string)
        • hasParamWidths (float, int, string)
CanvasCreation ☑️ 🗒️ belongs to KG schema with abbr. visu
    Inputs
    Outputs
    Methods
      CanvasMethod
      • hasParamFigureSize (string)
      • hasParamLayout (string)