| Package | Description |
|---|---|
| lightgbm.sklearn | |
| sklearn.ensemble.forest | |
| sklearn.ensemble.gradient_boosting | |
| sklearn.ensemble.iforest | |
| sklearn.tree | |
| xgboost.sklearn |
| Modifier and Type | Interface and Description |
|---|---|
interface |
HasLightGBMOptions |
| Modifier and Type | Class and Description |
|---|---|
class |
LGBMClassifier |
class |
LGBMRegressor |
| 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 | Interface and Description |
|---|---|
interface |
HasTreeOptions |
| Modifier and Type | Class and Description |
|---|---|
class |
DecisionTreeClassifier |
class |
DecisionTreeRegressor |
class |
ExtraTreeClassifier |
class |
ExtraTreeRegressor |
class |
TreeClassifier |
class |
TreeRegressor |
| Modifier and Type | Interface and Description |
|---|---|
interface |
HasXGBoostOptions |
| Modifier and Type | Class and Description |
|---|---|
class |
XGBClassifier |
class |
XGBRegressor |
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