trait LightGBMDartParams extends Wrappable
Defines parameters for dart mode across all LightGBM learners.
Linear Supertypes
Known Subclasses
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Inherited
- LightGBMDartParams
- Wrappable
- RWrappable
- PythonWrappable
- BaseWrappable
- Params
- Serializable
- Serializable
- Identifiable
- AnyRef
- Any
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Visibility
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Abstract Value Members
Concrete Value Members
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final
def
clear(param: Param[_]): LightGBMDartParams.this.type
- Definition Classes
- Params
- val dropRate: DoubleParam
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def
explainParam(param: Param[_]): String
- Definition Classes
- Params
-
def
explainParams(): String
- Definition Classes
- Params
-
final
def
extractParamMap(): ParamMap
- Definition Classes
- Params
-
final
def
extractParamMap(extra: ParamMap): ParamMap
- Definition Classes
- Params
-
final
def
get[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
final
def
getDefault[T](param: Param[T]): Option[T]
- Definition Classes
- Params
- def getDropRate: Double
- def getMaxDrop: Int
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final
def
getOrDefault[T](param: Param[T]): T
- Definition Classes
- Params
-
def
getParam(paramName: String): Param[Any]
- Definition Classes
- Params
-
def
getParamInfo(p: Param[_]): ParamInfo[_]
- Definition Classes
- BaseWrappable
- def getSkipDrop: Double
- def getUniformDrop: Boolean
- def getXGBoostDartMode: Boolean
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final
def
hasDefault[T](param: Param[T]): Boolean
- Definition Classes
- Params
-
def
hasParam(paramName: String): Boolean
- Definition Classes
- Params
-
final
def
isDefined(param: Param[_]): Boolean
- Definition Classes
- Params
-
final
def
isSet(param: Param[_]): Boolean
- Definition Classes
- Params
-
def
makePyFile(conf: CodegenConfig): Unit
- Definition Classes
- PythonWrappable
-
def
makeRFile(conf: CodegenConfig): Unit
- Definition Classes
- RWrappable
- val maxDrop: IntParam
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lazy val
params: Array[Param[_]]
- Definition Classes
- Params
-
def
pyAdditionalMethods: String
- Definition Classes
- PythonWrappable
-
def
pyInitFunc(): String
- Definition Classes
- PythonWrappable
-
final
def
set[T](param: Param[T], value: T): LightGBMDartParams.this.type
- Definition Classes
- Params
- def setDropRate(value: Double): LightGBMDartParams.this.type
- def setMaxDrop(value: Int): LightGBMDartParams.this.type
- def setSkipDrop(value: Double): LightGBMDartParams.this.type
- def setUniformDrop(value: Boolean): LightGBMDartParams.this.type
- def setXGBoostDartMode(value: Boolean): LightGBMDartParams.this.type
- val skipDrop: DoubleParam
-
def
toString(): String
- Definition Classes
- Identifiable → AnyRef → Any
- val uniformDrop: BooleanParam
- val xGBoostDartMode: BooleanParam