ai
.
h2o
.
sparkling
.
ml
.
params
H2ORuleFitParams
Related Doc:
package params
trait
H2ORuleFitParams
extends
H2OAlgoParamsBase
with
HasUnsupportedOffsetCol
with
HasIgnoredCols
Linear Supertypes
HasIgnoredCols
,
HasUnsupportedOffsetCol
,
H2OAlgoParamsBase
,
H2OFrameLifecycle
,
ParameterConstructorMethods
,
Params
,
Serializable
,
Serializable
,
Identifiable
,
AnyRef
,
Any
Known Subclasses
H2ORuleFit
,
H2ORuleFitClassifier
,
H2ORuleFitRegressor
Ordering
Alphabetic
By Inheritance
Inherited
H2ORuleFitParams
HasIgnoredCols
HasUnsupportedOffsetCol
H2OAlgoParamsBase
H2OFrameLifecycle
ParameterConstructorMethods
Params
Serializable
Serializable
Identifiable
AnyRef
Any
Hide All
Show All
Visibility
Public
All
Type Members
implicit
class
ParametersExtraMethods
extends
AnyRef
Definition Classes
H2OAlgoParamsBase
Abstract Value Members
abstract
def
copy
(
extra:
ParamMap
)
:
Params
Definition Classes
Params
abstract
val
uid
:
String
Definition Classes
Identifiable
Concrete Value Members
final
def
!=
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
##
()
:
Int
Definition Classes
AnyRef → Any
final
def
$
[
T
]
(
param:
Param
[
T
]
)
:
T
Attributes
protected
Definition Classes
Params
final
def
==
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
val
algorithm
:
Param
[
String
]
Attributes
protected
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
val
aucType
:
Param
[
String
]
Attributes
protected
def
booleanParam
(
name:
String
,
doc:
String
)
:
BooleanParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
final
def
clear
(
param:
Param
[_]
)
:
H2ORuleFitParams
.this.type
Definition Classes
Params
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
...
)
def
convert2dArrayToH2OFrame
(
input:
Array
[
Array
[
Double
]]
)
:
String
Attributes
protected
Definition Classes
H2OAlgoParamsBase
def
convertDataFrameToH2OFrameKey
(
dataFrame:
DataFrame
)
:
String
Attributes
protected
Definition Classes
H2OAlgoParamsBase
def
convertMatrixToH2OFrameKeyArray
(
matrix:
Array
[
DenseMatrix
]
)
:
Array
[
String
]
Attributes
protected
Definition Classes
H2OAlgoParamsBase
def
convertVectorArrayToH2OFrameKeyArray
(
vectors:
Array
[
DenseVector
]
)
:
Array
[
String
]
Attributes
protected
Definition Classes
H2OAlgoParamsBase
def
copyValues
[
T <:
Params
]
(
to:
T
,
extra:
ParamMap
)
:
T
Attributes
protected
Definition Classes
Params
final
def
defaultCopy
[
T <:
Params
]
(
extra:
ParamMap
)
:
T
Attributes
protected
Definition Classes
Params
val
distribution
:
Param
[
String
]
Attributes
protected
def
doubleArrayParam
(
name:
String
,
doc:
String
)
:
DoubleArrayParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
doubleParam
(
name:
String
,
doc:
String
)
:
org.apache.spark.ml.param.DoubleParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
def
equals
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
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
def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
classOf[java.lang.Throwable]
)
def
floatParam
(
name:
String
,
doc:
String
)
:
FloatParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
final
def
get
[
T
]
(
param:
Param
[
T
]
)
:
Option
[
T
]
Definition Classes
Params
def
getAlgorithm
()
:
String
def
getAucType
()
:
String
final
def
getClass
()
:
Class
[_]
Definition Classes
AnyRef → Any
final
def
getDefault
[
T
]
(
param:
Param
[
T
]
)
:
Option
[
T
]
Definition Classes
Params
def
getDistribution
()
:
String
def
getIgnoredCols
()
:
Array
[
String
]
Definition Classes
HasIgnoredCols
def
getLabelCol
()
:
String
def
getLambdaValue
()
:
Array
[
Double
]
def
getMaxCategoricalLevels
()
:
Int
def
getMaxNumRules
()
:
Int
def
getMaxRuleLength
()
:
Int
def
getMinRuleLength
()
:
Int
def
getModelId
()
:
String
def
getModelType
()
:
String
def
getOffsetCol
()
:
String
Definition Classes
HasUnsupportedOffsetCol
final
def
getOrDefault
[
T
]
(
param:
Param
[
T
]
)
:
T
Definition Classes
Params
def
getParam
(
paramName:
String
)
:
Param
[
Any
]
Definition Classes
Params
def
getRemoveDuplicates
()
:
Boolean
def
getRuleGenerationNtrees
()
:
Int
def
getSeed
()
:
Long
def
getWeightCol
()
:
String
final
def
hasDefault
[
T
]
(
param:
Param
[
T
]
)
:
Boolean
Definition Classes
Params
def
hasParam
(
paramName:
String
)
:
Boolean
Definition Classes
Params
def
hashCode
()
:
Int
Definition Classes
AnyRef → Any
def
intArrayParam
(
name:
String
,
doc:
String
)
:
IntArrayParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
intParam
(
name:
String
,
doc:
String
)
:
IntParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
final
def
isDefined
(
param:
Param
[_]
)
:
Boolean
Definition Classes
Params
final
def
isInstanceOf
[
T0
]
:
Boolean
Definition Classes
Any
final
def
isSet
(
param:
Param
[_]
)
:
Boolean
Definition Classes
Params
val
labelCol
:
Param
[
String
]
Attributes
protected
val
lambdaValue
:
NullableDoubleArrayParam
Attributes
protected
def
longParam
(
name:
String
,
doc:
String
)
:
LongParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
val
maxCategoricalLevels
:
IntParam
Attributes
protected
val
maxNumRules
:
IntParam
Attributes
protected
val
maxRuleLength
:
IntParam
Attributes
protected
val
minRuleLength
:
IntParam
Attributes
protected
val
modelId
:
NullableStringParam
Attributes
protected
val
modelType
:
Param
[
String
]
Attributes
protected
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
def
nullableDoubleArrayArrayParam
(
name:
String
,
doc:
String
)
:
NullableDoubleArrayArrayParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
nullableDoubleArrayParam
(
name:
String
,
doc:
String
)
:
NullableDoubleArrayParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
nullableFloatArrayParam
(
name:
String
,
doc:
String
)
:
NullableFloatArrayParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
nullableIntArrayParam
(
name:
String
,
doc:
String
)
:
NullableIntArrayParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
nullableStringArrayArrayParam
(
name:
String
,
doc:
String
)
:
NullableStringArrayArrayParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
nullableStringArrayParam
(
name:
String
,
doc:
String
)
:
NullableStringArrayParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
nullableStringPairArrayParam
(
name:
String
,
doc:
String
)
:
NullableStringPairArrayParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
nullableStringParam
(
name:
String
,
doc:
String
)
:
NullableStringParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
param
[
T
]
(
name:
String
,
doc:
String
)
:
Param
[
T
]
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
paramTag
:
ClassTag
[
RuleFitParameters
]
Attributes
protected
lazy val
params
:
Array
[
Param
[_]]
Definition Classes
Params
val
removeDuplicates
:
BooleanParam
Attributes
protected
val
ruleGenerationNtrees
:
IntParam
Attributes
protected
val
seed
:
LongParam
Attributes
protected
final
def
set
(
paramPair:
ParamPair
[_]
)
:
H2ORuleFitParams
.this.type
Attributes
protected
Definition Classes
Params
final
def
set
(
param:
String
,
value:
Any
)
:
H2ORuleFitParams
.this.type
Attributes
protected
Definition Classes
Params
final
def
set
[
T
]
(
param:
Param
[
T
]
,
value:
T
)
:
H2ORuleFitParams
.this.type
Definition Classes
Params
def
setAlgorithm
(
value:
String
)
:
H2ORuleFitParams
.this.type
def
setAucType
(
value:
String
)
:
H2ORuleFitParams
.this.type
final
def
setDefault
(
paramPairs:
ParamPair
[_]*
)
:
H2ORuleFitParams
.this.type
Attributes
protected
Definition Classes
Params
final
def
setDefault
[
T
]
(
param:
Param
[
T
]
,
value:
T
)
:
H2ORuleFitParams
.this.type
Attributes
protected
Definition Classes
Params
def
setDistribution
(
value:
String
)
:
H2ORuleFitParams
.this.type
def
setIgnoredCols
(
value:
Array
[
String
]
)
:
H2ORuleFitParams
.this.type
Definition Classes
HasIgnoredCols
def
setLabelCol
(
value:
String
)
:
H2ORuleFitParams
.this.type
def
setLambdaValue
(
value:
Array
[
Double
]
)
:
H2ORuleFitParams
.this.type
def
setMaxCategoricalLevels
(
value:
Int
)
:
H2ORuleFitParams
.this.type
def
setMaxNumRules
(
value:
Int
)
:
H2ORuleFitParams
.this.type
def
setMaxRuleLength
(
value:
Int
)
:
H2ORuleFitParams
.this.type
def
setMinRuleLength
(
value:
Int
)
:
H2ORuleFitParams
.this.type
def
setModelId
(
value:
String
)
:
H2ORuleFitParams
.this.type
def
setModelType
(
value:
String
)
:
H2ORuleFitParams
.this.type
def
setOffsetCol
(
value:
String
)
:
H2ORuleFitParams
.this.type
Definition Classes
HasUnsupportedOffsetCol
def
setRemoveDuplicates
(
value:
Boolean
)
:
H2ORuleFitParams
.this.type
def
setRuleGenerationNtrees
(
value:
Int
)
:
H2ORuleFitParams
.this.type
def
setSeed
(
value:
Long
)
:
H2ORuleFitParams
.this.type
def
setWeightCol
(
value:
String
)
:
H2ORuleFitParams
.this.type
def
stringArrayParam
(
name:
String
,
doc:
String
)
:
StringArrayParam
Attributes
protected
Definition Classes
ParameterConstructorMethods
def
stringParam
(
name:
String
,
doc:
String
)
:
Param
[
String
]
Attributes
protected
Definition Classes
ParameterConstructorMethods
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
def
toString
()
:
String
Definition Classes
Identifiable → AnyRef → Any
final
def
wait
()
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
,
arg1:
Int
)
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
)
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
val
weightCol
:
NullableStringParam
Attributes
protected
Inherited from
HasIgnoredCols
Inherited from
HasUnsupportedOffsetCol
Inherited from
H2OAlgoParamsBase
Inherited from
H2OFrameLifecycle
Inherited from
ParameterConstructorMethods
Inherited from
Params
Inherited from
Serializable
Inherited from
Serializable
Inherited from
Identifiable
Inherited from
AnyRef
Inherited from
Any
Ungrouped