| Modifier and Type | Class and Description |
|---|---|
class |
LGBMClassifier |
class |
LGBMRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
Classifier |
class |
Clusterer |
class |
Estimator |
class |
Regressor |
class |
Selector |
| Modifier and Type | Class and Description |
|---|---|
class |
KMeans |
class |
MiniBatchKMeans |
| 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 |
BaseForestClassifier |
class |
BaseForestRegressor |
class |
ExtraTreesClassifier |
class |
ExtraTreesRegressor |
class |
RandomForestClassifier |
class |
RandomForestRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
GradientBoostingClassifier |
class |
GradientBoostingRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
IsolationForest |
| Modifier and Type | Class and Description |
|---|---|
class |
AdaBoostRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
VotingClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
CountVectorizer |
class |
TfidfVectorizer |
| Modifier and Type | Class and Description |
|---|---|
class |
SelectFromModel |
class |
SelectKBest |
| Modifier and Type | Class and Description |
|---|---|
class |
BaseLinearClassifier |
class |
BaseLinearRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
LinearRegression |
| Modifier and Type | Class and Description |
|---|---|
class |
ElasticNet |
class |
Lasso |
| Modifier and Type | Class and Description |
|---|---|
class |
LogisticRegression |
| Modifier and Type | Class and Description |
|---|---|
class |
Ridge |
class |
RidgeClassifier |
| Modifier and Type | Class and Description |
|---|---|
class |
SGDClassifier |
class |
SGDRegressor |
| 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 |
BaseLibSVMClassifier |
class |
BaseLibSVMRegressor |
class |
LinearSVR |
class |
NuSVC |
class |
NuSVR |
class |
OneClassSVM |
class |
SVC |
class |
SVR |
| Modifier and Type | Class and Description |
|---|---|
class |
DecisionTreeClassifier |
class |
DecisionTreeRegressor |
class |
ExtraTreeClassifier |
class |
ExtraTreeRegressor |
class |
TreeClassifier |
class |
TreeRegressor |
| Modifier and Type | Class and Description |
|---|---|
class |
EstimatorProxy |
class |
SelectorProxy |
| Modifier and Type | Class and Description |
|---|---|
class |
XGBClassifier |
class |
XGBRegressor |
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