dataframe-learn-2.4.1.0: Interpretable, expression-returning machine learning for the dataframe ecosystem.

Index

abAlphasDataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Learn
abClassesDataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Learn
abMaxDepthDataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Learn
abNEstimatorsDataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Learn
abStumpsDataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Learn
accuracyDataFrame.Metrics, DataFrame.Learn
AdaBoostConfig 
1 (Type/Class)DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Learn
2 (Data Constructor)DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Learn
AdaBoostModel 
1 (Type/Class)DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Learn
2 (Data Constructor)DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Learn
AllDoubleDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
AllDoubleFrameDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
AnyFrameDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
applyTransformDataFrame.Transform, DataFrame.Learn
AsTExprDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
AverageDataFrame.Metrics, DataFrame.Learn
BinaryDataFrame.Metrics, DataFrame.Learn
boolExpansionDataFrame.DecisionTree, DataFrame.Learn
BranchDataFrame.DecisionTree, DataFrame.Learn
CheckFrameDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
classCountsDataFrame.Metrics, DataFrame.Learn
ClassificationReport 
1 (Type/Class)DataFrame.Metrics.Report, DataFrame.Learn
2 (Data Constructor)DataFrame.Metrics.Report, DataFrame.Learn
classificationReportDataFrame.Metrics.Report, DataFrame.Learn
classificationReportExprDataFrame.Metrics.Report, DataFrame.Learn
ClassStats 
1 (Type/Class)DataFrame.Metrics.Report, DataFrame.Learn
2 (Data Constructor)DataFrame.Metrics.Report, DataFrame.Learn
cmClassesDataFrame.Metrics.Report, DataFrame.Learn
cmCountsDataFrame.Metrics.Report, DataFrame.Learn
columnOfDataFrame.Metrics, DataFrame.Learn
ColumnOrdering 
1 (Type/Class)DataFrame.DecisionTree, DataFrame.Learn
2 (Data Constructor)DataFrame.DecisionTree, DataFrame.Learn
columnOrderingDataFrame.DecisionTree, DataFrame.Learn
compileThroughDataFrame.Transform, DataFrame.Learn
complexityPenaltyDataFrame.DecisionTree, DataFrame.Learn
ConfusionMatrix 
1 (Type/Class)DataFrame.Metrics.Report, DataFrame.Learn
2 (Data Constructor)DataFrame.Metrics.Report, DataFrame.Learn
confusionMatrixDataFrame.Metrics.Report, DataFrame.Learn
confusionMatrixExprDataFrame.Metrics.Report, DataFrame.Learn
CovTypeDataFrame.GMM, DataFrame.Learn
crAccuracyDataFrame.Metrics.Report, DataFrame.Learn
crMacroF1DataFrame.Metrics.Report, DataFrame.Learn
crossValidateDataFrame.ModelSelection, DataFrame.Learn
crossValScoreDataFrame.ModelSelection, DataFrame.Learn
crPerClassDataFrame.Metrics.Report, DataFrame.Learn
crWeightedF1DataFrame.Metrics.Report, DataFrame.Learn
csF1DataFrame.Metrics.Report, DataFrame.Learn
csPrecisionDataFrame.Metrics.Report, DataFrame.Learn
csRecallDataFrame.Metrics.Report, DataFrame.Learn
csSupportDataFrame.Metrics.Report, DataFrame.Learn
dbCoreSampleIndicesDataFrame.DBSCAN, DataFrame.Learn
dbEpsDataFrame.DBSCAN, DataFrame.Learn
dbLabelsDataFrame.DBSCAN, DataFrame.Learn
dbMinSamplesDataFrame.DBSCAN, DataFrame.Learn
dbNClustersDataFrame.DBSCAN, DataFrame.Learn
DBSCANConfig 
1 (Type/Class)DataFrame.DBSCAN, DataFrame.Learn
2 (Data Constructor)DataFrame.DBSCAN, DataFrame.Learn
DBSCANModel 
1 (Type/Class)DataFrame.DBSCAN, DataFrame.Learn
2 (Data Constructor)DataFrame.DBSCAN, DataFrame.Learn
dbscanSurrogateExprDataFrame.DBSCAN, DataFrame.Learn
DecisionTreeClassifier 
1 (Type/Class)DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
2 (Data Constructor)DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
DecisionTreeRegressor 
1 (Type/Class)DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
2 (Data Constructor)DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
decodeTransformDataFrame.Transform.Serialize, DataFrame.Learn
defaultAdaBoostConfigDataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Learn
defaultColumnOrderingDataFrame.DecisionTree, DataFrame.Learn
defaultDBSCANConfigDataFrame.DBSCAN, DataFrame.Learn
defaultGBConfigDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
defaultGMMConfigDataFrame.GMM, DataFrame.Learn
defaultKernelPCAConfigDataFrame.PCA.Kernel, DataFrame.Learn
defaultKMeansConfigDataFrame.KMeans, DataFrame.Learn
defaultLinearConfigDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
defaultLogisticConfigDataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.Learn
defaultPCAConfigDataFrame.PCA, DataFrame.Learn
defaultRegTreeConfigDataFrame.DecisionTree.Regression, DataFrame.DecisionTree, DataFrame.Learn
defaultRFFConfigDataFrame.SVM.RFF, DataFrame.Learn
defaultSolverConfigDataFrame.LinearModel, DataFrame.DecisionTree, DataFrame.Learn
defaultSRConfigDataFrame.SymbolicRegression, DataFrame.Learn
defaultSVCConfigDataFrame.SVM, DataFrame.Learn
defaultSynthConfigDataFrame.DecisionTree, DataFrame.Learn
defaultSynthesisConfigDataFrame.Synthesis, DataFrame.Learn
defaultTreeConfigDataFrame.DecisionTree, DataFrame.Learn
DiagCovDataFrame.GMM, DataFrame.Learn
disallowedCombinationsDataFrame.DecisionTree, DataFrame.Learn
dtcDepthDataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
dtcExprDataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
dtcFeatureUsageDataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
dtcNLeavesDataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
dtrDepthDataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
dtrExprDataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
dtrFeatureUsageDataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
dtrNLeavesDataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
dtrTreeDataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.Learn
ElasticNetDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
enableArithOpsDataFrame.DecisionTree, DataFrame.Learn
enableCrossColsDataFrame.DecisionTree, DataFrame.Learn
enableStringOpsDataFrame.DecisionTree, DataFrame.Learn
encodeTransformDataFrame.Transform.Serialize, DataFrame.Learn
evaluateDataFrame.Metrics, DataFrame.Learn
expressionPairsDataFrame.DecisionTree, DataFrame.Learn
f1DataFrame.Metrics, DataFrame.Learn
f1OfDataFrame.Metrics, DataFrame.Learn
FitDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
fitDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
fitRegTreeOnDataFrame.DecisionTree.Regression
FitResultDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
fitSegmentsDataFrame.Segmented, DataFrame.Learn
Fitted 
1 (Type/Class)DataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
2 (Data Constructor)DataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
fittedModelDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
FrameForDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
FrameKindDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
FrameReqDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.LinearModel, DataFrame.GMM, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.PCA, DataFrame.KMeans, DataFrame.KMeans, DataFrame.Learn, DataFrame.Learn
FullCovDataFrame.GMM, DataFrame.Learn
GBConfig 
1 (Type/Class)DataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
2 (Data Constructor)DataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbDecisionExprDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbExprAtStageDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbFeatureUsageDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbInitDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbLearningRateDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
GBLossDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbLossDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbMaxDepthDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
GBModel 
1 (Type/Class)DataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
2 (Data Constructor)DataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbModelLossDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbNEstimatorsDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbProbaExprDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbRateDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbSeedDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbTrainScoreDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gbTreesDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
gmmAICDataFrame.GMM, DataFrame.Learn
gmmBICDataFrame.GMM, DataFrame.Learn
GMMConfig 
1 (Type/Class)DataFrame.GMM, DataFrame.Learn
2 (Data Constructor)DataFrame.GMM, DataFrame.Learn
gmmConvergedDataFrame.GMM, DataFrame.Learn
gmmCovariancesDataFrame.GMM, DataFrame.Learn
gmmCovTypeDataFrame.GMM, DataFrame.Learn
gmmFeatureNamesDataFrame.GMM, DataFrame.Learn
gmmKDataFrame.GMM, DataFrame.Learn
gmmLogDensityExprsDataFrame.GMM, DataFrame.Learn
gmmLogLikelihoodDataFrame.GMM, DataFrame.Learn
gmmMaxIterDataFrame.GMM, DataFrame.Learn
gmmMeansDataFrame.GMM, DataFrame.Learn
GMMModel 
1 (Type/Class)DataFrame.GMM, DataFrame.Learn
2 (Data Constructor)DataFrame.GMM, DataFrame.Learn
gmmNIterDataFrame.GMM, DataFrame.Learn
gmmNObsDataFrame.GMM, DataFrame.Learn
gmmRegCovarDataFrame.GMM, DataFrame.Learn
gmmSeedDataFrame.GMM, DataFrame.Learn
gmmTolDataFrame.GMM, DataFrame.Learn
gmmWeightsDataFrame.GMM, DataFrame.Learn
gridSearchDataFrame.ModelSelection, DataFrame.Learn
GridSearchResult 
1 (Type/Class)DataFrame.ModelSelection, DataFrame.Learn
2 (Data Constructor)DataFrame.ModelSelection, DataFrame.Learn
gsAllDataFrame.ModelSelection, DataFrame.Learn
gsBestDataFrame.ModelSelection, DataFrame.Learn
gsBestScoreDataFrame.ModelSelection, DataFrame.Learn
KernelPCAConfig 
1 (Type/Class)DataFrame.PCA.Kernel, DataFrame.Learn
2 (Data Constructor)DataFrame.PCA.Kernel, DataFrame.Learn
kernelPCAExprsDataFrame.PCA.Kernel, DataFrame.Learn
KernelPCAModel 
1 (Type/Class)DataFrame.PCA.Kernel, DataFrame.Learn
2 (Data Constructor)DataFrame.PCA.Kernel, DataFrame.Learn
kernelPcaTransformDataFrame.PCA.Kernel, DataFrame.Learn
kmCentersDataFrame.KMeans, DataFrame.Learn
KMeansConfig 
1 (Type/Class)DataFrame.KMeans, DataFrame.Learn
2 (Data Constructor)DataFrame.KMeans, DataFrame.Learn
kmeansDistanceExprsDataFrame.KMeans, DataFrame.Learn
KMeansModel 
1 (Type/Class)DataFrame.KMeans, DataFrame.Learn
2 (Data Constructor)DataFrame.KMeans, DataFrame.Learn
kmeansTransformDataFrame.KMeans, DataFrame.Learn
kmFeatureNamesDataFrame.KMeans, DataFrame.Learn
kmInertiaDataFrame.KMeans, DataFrame.Learn
kmKDataFrame.KMeans, DataFrame.Learn
kmLabelsDataFrame.KMeans, DataFrame.Learn
kmMaxIterDataFrame.KMeans, DataFrame.Learn
kmNInitDataFrame.KMeans, DataFrame.Learn
kmNIterDataFrame.KMeans, DataFrame.Learn
kmSeedDataFrame.KMeans, DataFrame.Learn
kmTolDataFrame.KMeans, DataFrame.Learn
kpcaBetasDataFrame.PCA.Kernel, DataFrame.Learn
kpcaConstsDataFrame.PCA.Kernel, DataFrame.Learn
kpcaEigenvaluesDataFrame.PCA.Kernel, DataFrame.Learn
kpcaFeatureNamesDataFrame.PCA.Kernel, DataFrame.Learn
kpcaGammaDataFrame.PCA.Kernel, DataFrame.Learn
kpcaGammaUsedDataFrame.PCA.Kernel, DataFrame.Learn
kpcaLandmarksDataFrame.PCA.Kernel, DataFrame.Learn
kpcaNComponentsDataFrame.PCA.Kernel, DataFrame.Learn
kpcaNLandmarksDataFrame.PCA.Kernel, DataFrame.Learn
kpcaSeedDataFrame.PCA.Kernel, DataFrame.Learn
LassoDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
lcPenaltyDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
lcSolverDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
LeafDataFrame.DecisionTree, DataFrame.Learn
lgClassesDataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.Learn
lgModelsDataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.Learn
lgSolverDataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.Learn
LinearConfig 
1 (Type/Class)DataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
2 (Data Constructor)DataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
LinearModel 
1 (Type/Class)DataFrame.LinearModel, DataFrame.SVM, DataFrame.Learn
2 (Data Constructor)DataFrame.LinearModel, DataFrame.SVM, DataFrame.Learn
LinearRegressor 
1 (Type/Class)DataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
2 (Data Constructor)DataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
linearSolverConfigDataFrame.DecisionTree, DataFrame.Learn
LinearSVCModel 
1 (Type/Class)DataFrame.SVM, DataFrame.Learn
2 (Data Constructor)DataFrame.SVM, DataFrame.Learn
lmFeatureNamesDataFrame.LinearModel, DataFrame.SVM, DataFrame.Learn
lmInterceptDataFrame.LinearModel, DataFrame.SVM, DataFrame.Learn
lmWeightsDataFrame.LinearModel, DataFrame.SVM, DataFrame.Learn
loadTransformFromFileDataFrame.Transform.Serialize, DataFrame.Learn
LogisticConfig 
1 (Type/Class)DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.Learn
2 (Data Constructor)DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.Learn
LogisticDevianceDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
logisticMarginExprsDataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.Learn
LogisticModel 
1 (Type/Class)DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.Learn
2 (Data Constructor)DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.Learn
logisticProbExprsDataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.Learn
logLossDataFrame.Metrics, DataFrame.Learn
LossFunctionDataFrame.Synthesis, DataFrame.Learn
MacroDataFrame.Metrics, DataFrame.Learn
maeDataFrame.Metrics, DataFrame.Learn
maxCategoricalSubsetCardinalityDataFrame.DecisionTree, DataFrame.Learn
maxExprDepthDataFrame.DecisionTree, DataFrame.Learn
maxTreeDepthDataFrame.DecisionTree, DataFrame.Learn
MeanSquaredErrorDataFrame.Synthesis, DataFrame.Learn
MetricDataFrame.Metrics, DataFrame.Learn
MicroDataFrame.Metrics, DataFrame.Learn
minCarePointsForLinearDataFrame.DecisionTree, DataFrame.Learn
minLeafSizeDataFrame.DecisionTree, DataFrame.Learn
minSamplesSplitDataFrame.DecisionTree, DataFrame.Learn
ModelOfDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.LinearModel, DataFrame.GMM, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.PCA, DataFrame.KMeans, DataFrame.KMeans, DataFrame.Learn, DataFrame.Learn
mseDataFrame.Metrics, DataFrame.Learn
MutualInformationDataFrame.Synthesis, DataFrame.Learn
NCompDataFrame.PCA, DataFrame.Learn
NComponentsDataFrame.PCA, DataFrame.Learn
OLSDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
orderableDataFrame.DecisionTree, DataFrame.Learn
pcaComponentsDataFrame.PCA, DataFrame.Learn
PCAConfig 
1 (Type/Class)DataFrame.PCA, DataFrame.Learn
2 (Data Constructor)DataFrame.PCA, DataFrame.Learn
pcaExplainedVarianceDataFrame.PCA, DataFrame.Learn
pcaExplainedVarianceRatioDataFrame.PCA, DataFrame.Learn
pcaExprsDataFrame.PCA, DataFrame.Learn
pcaFeatureNamesDataFrame.PCA, DataFrame.Learn
pcaMeanDataFrame.PCA, DataFrame.Learn
PCAModel 
1 (Type/Class)DataFrame.PCA, DataFrame.Learn
2 (Data Constructor)DataFrame.PCA, DataFrame.Learn
pcaNComponentsDataFrame.PCA, DataFrame.Learn
pcaScaleDataFrame.PCA, DataFrame.Learn
pcaStandardizeDataFrame.PCA, DataFrame.Learn
pcaTransformDataFrame.PCA, DataFrame.Learn
PearsonCorrelationDataFrame.Synthesis, DataFrame.Learn
PenaltyDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
percentilesDataFrame.DecisionTree, DataFrame.Learn
perColumnQuotaDataFrame.DecisionTree, DataFrame.Learn
pooledDataFrame.Segmented, DataFrame.Learn
precisionDataFrame.Metrics, DataFrame.Learn
precOfDataFrame.Metrics, DataFrame.Learn
PredictDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
predictDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
predictColumnDataFrame.Metrics, DataFrame.Learn
PredictionDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.LinearModel, DataFrame.GMM, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.PCA, DataFrame.KMeans, DataFrame.KMeans, DataFrame.Learn, DataFrame.Learn
pureReplacementLinearDataFrame.DecisionTree, DataFrame.Learn
r2DataFrame.Metrics, DataFrame.Learn
recallDataFrame.Metrics, DataFrame.Learn
recOfDataFrame.Metrics, DataFrame.Learn
regCoefDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
regFeatureNamesDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
regInterceptDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
regPenaltyDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
RegressionReport 
1 (Type/Class)DataFrame.Metrics.Report, DataFrame.Learn
2 (Data Constructor)DataFrame.Metrics.Report, DataFrame.Learn
regressionReportDataFrame.Metrics.Report, DataFrame.Learn
regressionReportExprDataFrame.Metrics.Report, DataFrame.Learn
RegTreeConfig 
1 (Type/Class)DataFrame.DecisionTree.Regression, DataFrame.DecisionTree, DataFrame.Learn
2 (Data Constructor)DataFrame.DecisionTree.Regression, DataFrame.DecisionTree, DataFrame.Learn
rffBDataFrame.SVM.RFF, DataFrame.Learn
rffCDataFrame.SVM.RFF, DataFrame.Learn
rffCoefDataFrame.SVM.RFF, DataFrame.Learn
RFFConfig 
1 (Type/Class)DataFrame.SVM.RFF, DataFrame.Learn
2 (Data Constructor)DataFrame.SVM.RFF, DataFrame.Learn
rffDDataFrame.SVM.RFF, DataFrame.Learn
rffFeatureNamesDataFrame.SVM.RFF, DataFrame.Learn
rffGammaDataFrame.SVM.RFF, DataFrame.Learn
rffInterceptDataFrame.SVM.RFF, DataFrame.Learn
rffMaxIterDataFrame.SVM.RFF, DataFrame.Learn
rffNegClassDataFrame.SVM.RFF, DataFrame.Learn
rffPosClassDataFrame.SVM.RFF, DataFrame.Learn
rffScaleDataFrame.SVM.RFF, DataFrame.Learn
rffSeedDataFrame.SVM.RFF, DataFrame.Learn
RFFSVMModel 
1 (Type/Class)DataFrame.SVM.RFF, DataFrame.Learn
2 (Data Constructor)DataFrame.SVM.RFF, DataFrame.Learn
rffTolDataFrame.SVM.RFF, DataFrame.Learn
rffWDataFrame.SVM.RFF, DataFrame.Learn
RidgeDataFrame.LinearModel.Regression, DataFrame.LinearModel, DataFrame.Learn
rmseDataFrame.Metrics, DataFrame.Learn
rocAucDataFrame.Metrics, DataFrame.Learn
rrMAEDataFrame.Metrics.Report, DataFrame.Learn
rrMSEDataFrame.Metrics.Report, DataFrame.Learn
rrR2DataFrame.Metrics.Report, DataFrame.Learn
rrRMSEDataFrame.Metrics.Report, DataFrame.Learn
rtMaxDepthDataFrame.DecisionTree.Regression, DataFrame.DecisionTree, DataFrame.Learn
rtMinImpurityDecreaseDataFrame.DecisionTree.Regression, DataFrame.DecisionTree, DataFrame.Learn
rtMinLeafSizeDataFrame.DecisionTree.Regression, DataFrame.DecisionTree, DataFrame.Learn
rtMinSamplesSplitDataFrame.DecisionTree.Regression, DataFrame.DecisionTree, DataFrame.Learn
saveTransformToFileDataFrame.Transform.Serialize, DataFrame.Learn
ScalerModel 
1 (Type/Class)DataFrame.Transform, DataFrame.Learn
2 (Data Constructor)DataFrame.Transform, DataFrame.Learn
scalerTransformDataFrame.Transform, DataFrame.Learn
scL1LambdaDataFrame.LinearModel, DataFrame.DecisionTree, DataFrame.Learn
scL2LambdaDataFrame.LinearModel, DataFrame.DecisionTree, DataFrame.Learn
scMaxIterDataFrame.LinearModel, DataFrame.DecisionTree, DataFrame.Learn
SCosDataFrame.SymbolicRegression, DataFrame.Learn
scSampleWeightsDataFrame.LinearModel, DataFrame.DecisionTree, DataFrame.Learn
scTolDataFrame.LinearModel, DataFrame.DecisionTree, DataFrame.Learn
segBaseDataFrame.Segmented, DataFrame.Learn
segKeyDataFrame.Segmented, DataFrame.Learn
segMaxCardDataFrame.Segmented, DataFrame.Learn
Segment 
1 (Type/Class)DataFrame.Segmented, DataFrame.Learn
2 (Data Constructor)DataFrame.Segmented, DataFrame.Learn
Segmented 
1 (Type/Class)DataFrame.Segmented, DataFrame.Learn
2 (Data Constructor)DataFrame.Segmented, DataFrame.Learn
segmentedDataFrame.Segmented, DataFrame.Learn
SegmentedModel 
1 (Type/Class)DataFrame.Segmented, DataFrame.Learn
2 (Data Constructor)DataFrame.Segmented, DataFrame.Learn
SegmentFitDataFrame.Segmented, DataFrame.Learn
segmentOnDataFrame.Segmented, DataFrame.Learn
segMinRowsDataFrame.Segmented, DataFrame.Learn
segModelDataFrame.Segmented, DataFrame.Learn
segNDataFrame.Segmented, DataFrame.Learn
segOnDataFrame.Segmented, DataFrame.Learn
segPoolDataFrame.Segmented, DataFrame.Learn
SExpDataFrame.SymbolicRegression, DataFrame.Learn
sfExprDataFrame.Synthesis, DataFrame.Learn
sfFeaturesDataFrame.Synthesis, DataFrame.Learn
sfScoreDataFrame.Synthesis, DataFrame.Learn
SLogDataFrame.SymbolicRegression, DataFrame.Learn
smCatColsDataFrame.Segmented, DataFrame.Learn
smColumnsDataFrame.Transform, DataFrame.Learn
smExprDataFrame.Segmented, DataFrame.Learn
smFallbackDataFrame.Segmented, DataFrame.Learn
smFellBackDataFrame.Segmented, DataFrame.Learn
smMeansDataFrame.Transform, DataFrame.Learn
smSegmentsDataFrame.Segmented, DataFrame.Learn
smStdsDataFrame.Transform, DataFrame.Learn
SNegDataFrame.SymbolicRegression, DataFrame.Learn
SolverConfig 
1 (Type/Class)DataFrame.LinearModel, DataFrame.DecisionTree, DataFrame.Learn
2 (Data Constructor)DataFrame.LinearModel, DataFrame.DecisionTree, DataFrame.Learn
SquaredErrorDataFrame.Boosting.GBM, DataFrame.Boosting, DataFrame.Learn
srBestDataFrame.SymbolicRegression, DataFrame.Learn
srBestMSEDataFrame.SymbolicRegression, DataFrame.Learn
SRConfig 
1 (Type/Class)DataFrame.SymbolicRegression, DataFrame.Learn
2 (Data Constructor)DataFrame.SymbolicRegression, DataFrame.Learn
srCrossoverPDataFrame.SymbolicRegression, DataFrame.Learn
srGenerationsDataFrame.SymbolicRegression, DataFrame.Learn
srGenerationsRunDataFrame.SymbolicRegression, DataFrame.Learn
srMaxSizeDataFrame.SymbolicRegression, DataFrame.Learn
SRModel 
1 (Type/Class)DataFrame.SymbolicRegression, DataFrame.Learn
2 (Data Constructor)DataFrame.SymbolicRegression, DataFrame.Learn
srMutationPDataFrame.SymbolicRegression, DataFrame.Learn
srOptimizePDataFrame.SymbolicRegression, DataFrame.Learn
srParetoDataFrame.SymbolicRegression, DataFrame.Learn
srParsimonyDataFrame.SymbolicRegression, DataFrame.Learn
srPopSizeDataFrame.SymbolicRegression, DataFrame.Learn
srSeedDataFrame.SymbolicRegression, DataFrame.Learn
srTournamentDataFrame.SymbolicRegression, DataFrame.Learn
srUnaryOpsDataFrame.SymbolicRegression, DataFrame.Learn
SSinDataFrame.SymbolicRegression, DataFrame.Learn
SSqrtDataFrame.SymbolicRegression, DataFrame.Learn
standardScalerDataFrame.Transform, DataFrame.Learn
svcCDataFrame.SVM, DataFrame.Learn
svcClassesDataFrame.SVM, DataFrame.Learn
SVCConfig 
1 (Type/Class)DataFrame.SVM, DataFrame.Learn
2 (Data Constructor)DataFrame.SVM, DataFrame.Learn
svcMarginExprsDataFrame.SVM, DataFrame.Learn
svcMaxIterDataFrame.SVM, DataFrame.Learn
svcModelsDataFrame.SVM, DataFrame.Learn
svcTolDataFrame.SVM, DataFrame.Learn
synBankCapDataFrame.Synthesis, DataFrame.Learn
synLossDataFrame.Synthesis, DataFrame.Learn
synMaxAllocBytesDataFrame.Synthesis, DataFrame.Learn
synMaxSizeDataFrame.Synthesis, DataFrame.Learn
SynthConfig 
1 (Type/Class)DataFrame.DecisionTree, DataFrame.Learn
2 (Data Constructor)DataFrame.DecisionTree, DataFrame.Learn
synthConfigDataFrame.DecisionTree, DataFrame.Learn
SynthesisConfig 
1 (Type/Class)DataFrame.Synthesis, DataFrame.Learn
2 (Data Constructor)DataFrame.Synthesis, DataFrame.Learn
SynthesizedFeature 
1 (Type/Class)DataFrame.Synthesis, DataFrame.Learn
2 (Data Constructor)DataFrame.Synthesis, DataFrame.Learn
synthesizeFeaturesDataFrame.Synthesis, DataFrame.Learn
synTopKDataFrame.Synthesis, DataFrame.Learn
taoConvergenceTolDataFrame.DecisionTree, DataFrame.Learn
taoIterationsDataFrame.DecisionTree, DataFrame.Learn
ToDataFrameDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
toDataFrameDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
ToTExprDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
toTExprDataFrame.Model, DataFrame.LinearModel.Regression, DataFrame.LinearModel.Logistic, DataFrame.LinearModel, DataFrame.GMM, DataFrame.DecisionTree.Model, DataFrame.DecisionTree, DataFrame.DBSCAN, DataFrame.Boosting.GBM, DataFrame.Boosting.AdaBoost, DataFrame.Boosting, DataFrame.SVM, DataFrame.SVM.RFF, DataFrame.SymbolicRegression, DataFrame.Segmented, DataFrame.Synthesis, DataFrame.PCA.Kernel, DataFrame.PCA, DataFrame.KMeans, DataFrame.Learn
Transform 
1 (Type/Class)DataFrame.Transform, DataFrame.Learn
2 (Data Constructor)DataFrame.Transform, DataFrame.Learn
transformOutputsDataFrame.Transform, DataFrame.Learn
TreeDataFrame.DecisionTree, DataFrame.Learn
TreeConfig 
1 (Type/Class)DataFrame.DecisionTree, DataFrame.Learn
2 (Data Constructor)DataFrame.DecisionTree, DataFrame.Learn
treeDepthDataFrame.DecisionTree, DataFrame.Learn
UnOpDataFrame.SymbolicRegression, DataFrame.Learn
useLinearSolverDataFrame.DecisionTree, DataFrame.Learn
VarianceCoveredDataFrame.PCA, DataFrame.Learn
WeightedDataFrame.Metrics, DataFrame.Learn
withOrdFromDataFrame.DecisionTree, DataFrame.Learn