| Modifier and Type | Class and Description |
|---|---|
class |
BaseNEncoder |
class |
BinaryEncoder |
class |
CategoryEncoder |
| Modifier and Type | Class and Description |
|---|---|
class |
BaseEstimator |
| Modifier and Type | Class and Description |
|---|---|
class |
Sampler |
| Modifier and Type | Class and Description |
|---|---|
class |
LGBMClassifier |
class |
LGBMRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
Classifier |
class |
Clusterer |
class |
Composite |
class |
Drop |
class |
Estimator |
class |
Initializer |
class |
LabelEncoderClassifier |
class |
MultiTransformer |
class |
PassThrough |
class |
Regressor |
class |
Selector |
class |
Step |
class |
Transformer |
| Modifier and Type | Class and Description |
|---|---|
class |
CategoricalImputer |
class |
DataFrameMapper |
| Modifier and Type | Class and Description |
|---|---|
class |
KMeans |
class |
MiniBatchKMeans |
| Modifier and Type | Class and Description |
|---|---|
class |
ColumnTransformer |
class |
TransformedTargetRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
BasePCA |
class |
IncrementalPCA |
class |
PCA |
class |
TruncatedSVD |
| Modifier and Type | Class and Description |
|---|---|
class |
LinearDiscriminantAnalysis |
| Modifier and Type | Class and Description |
|---|---|
class |
DummyClassifier |
class |
DummyRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
EnsembleClassifier |
class |
EnsembleRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
BaggingClassifier |
class |
BaggingRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
ForestClassifier |
class |
ForestRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
GradientBoostingClassifier |
class |
GradientBoostingRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
HistGradientBoostingClassifier |
class |
HistGradientBoostingRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
IsolationForest |
| Modifier and Type | Class and Description |
|---|---|
class |
StackingClassifier |
class |
StackingRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
AdaBoostRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
VotingClassifier |
class |
VotingRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
DictVectorizer |
| Modifier and Type | Class and Description |
|---|---|
class |
CountVectorizer |
class |
TfidfVectorizer |
| Modifier and Type | Class and Description |
|---|---|
class |
PySelector |
class |
SelectFromModel |
class |
SelectKBest |
| Modifier and Type | Class and Description |
|---|---|
class |
MissingIndicator |
class |
SimpleImputer |
| Modifier and Type | Class and Description |
|---|---|
class |
IsotonicRegression |
| Modifier and Type | Class and Description |
|---|---|
class |
LinearClassifier |
class |
LinearRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
GeneralizedLinearRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
LogisticRegression |
| Modifier and Type | Class and Description |
|---|---|
class |
RidgeClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
SGDClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
OneVsRestClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
GaussianNB |
| Modifier and Type | Class and Description |
|---|---|
class |
KNeighborsClassifier |
class |
KNeighborsRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
MLPClassifier |
class |
MLPRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
FeatureUnion |
class |
Pipeline |
class |
PipelineClassifier |
class |
PipelineRegressor |
class |
PipelineTransformer |
| Modifier and Type | Class and Description |
|---|---|
class |
Binarizer |
class |
FunctionTransformer |
class |
Imputer |
class |
LabelBinarizer |
class |
LabelEncoder |
class |
MaxAbsScaler |
class |
MinMaxScaler |
class |
MultiOneHotEncoder |
class |
OneHotEncoder |
class |
OrdinalEncoder |
class |
PolynomialFeatures |
class |
RobustScaler |
class |
StandardScaler |
| Modifier and Type | Class and Description |
|---|---|
class |
LibSVMClassifier |
class |
LibSVMRegressor |
class |
LinearSVC |
class |
OneClassSVM |
| Modifier and Type | Class and Description |
|---|---|
class |
TreeClassifier |
class |
TreeRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
EstimatorProxy |
class |
SelectorProxy |
| Modifier and Type | Class and Description |
|---|---|
class |
Alias |
class |
CategoricalDomain |
class |
ContinuousDomain |
class |
DateDomain |
class |
DateTimeDomain |
class |
DiscreteDomain |
class |
Domain |
class |
MultiDomain |
class |
OrdinalDomain |
class |
TemporalDomain |
| Modifier and Type | Class and Description |
|---|---|
class |
GBDTLMRegressor |
class |
GBDTLRClassifier |
class |
SelectFirstClassifier |
class |
SelectFirstRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
SelectUnique |
| Modifier and Type | Class and Description |
|---|---|
class |
PMMLPipeline |
| Modifier and Type | Class and Description |
|---|---|
class |
Aggregator |
class |
CastTransformer |
class |
ConcatTransformer |
class |
CutTransformer |
class |
DaysSinceYearTransformer |
class |
DurationTransformer |
class |
ExpressionTransformer |
class |
IdentityTransformer |
class |
LookupTransformer |
class |
MatchesTransformer |
class |
MultiLookupTransformer |
class |
PatternTransformer |
class |
PMMLLabelBinarizer |
class |
PMMLLabelEncoder |
class |
PowerFunctionTransformer |
class |
ReplaceTransformer |
class |
SecondsSinceMidnightTransformer |
class |
SecondsSinceYearTransformer |
class |
StringNormalizer |
class |
SubstringTransformer |
| Modifier and Type | Class and Description |
|---|---|
class |
H2OFrameCreator |
| Modifier and Type | Class and Description |
|---|---|
class |
BSplineTransformer |
| Modifier and Type | Class and Description |
|---|---|
class |
RuleSetClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
StackingEstimator |
| Modifier and Type | Class and Description |
|---|---|
class |
XGBClassifier |
class |
XGBRegressor |
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