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wrappers
EstimatorWrapper
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package wrappers
class
EstimatorWrapper
extends
sparkutils.ML.Estimator
[
TransformerWrapper
]
Linear Supertypes
sparkutils.ML.Estimator
[
TransformerWrapper
],
org.apache.spark.ml.Estimator
[
TransformerWrapper
],
PipelineStage
,
Logging
,
Params
,
Serializable
,
Serializable
,
Identifiable
,
AnyRef
,
Any
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By Inheritance
Inherited
EstimatorWrapper
Estimator
Estimator
PipelineStage
Logging
Params
Serializable
Serializable
Identifiable
AnyRef
Any
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Instance Constructors
new
EstimatorWrapper
(
executionContext:
ExecutionContext
,
estimator:
Estimator
[
Transformer
]
)
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
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
final
def
clear
(
param:
Param
[_]
)
:
EstimatorWrapper
.this.type
Definition Classes
Params
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
...
)
def
copy
(
extra:
ParamMap
)
:
EstimatorWrapper
Definition Classes
EstimatorWrapper
→ Estimator → PipelineStage → Params
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
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]
)
final
def
fit
(
dataset:
Dataset
[_]
)
:
TransformerWrapper
Definition Classes
Estimator → Estimator
def
fit
(
dataset:
Dataset
[_]
,
paramMaps:
Array
[
ParamMap
]
)
:
Seq
[
TransformerWrapper
]
Definition Classes
Estimator
Annotations
@Since
(
"2.0.0"
)
def
fit
(
dataset:
Dataset
[_]
,
paramMap:
ParamMap
)
:
TransformerWrapper
Definition Classes
Estimator
Annotations
@Since
(
"2.0.0"
)
def
fit
(
dataset:
Dataset
[_]
,
firstParamPair:
ParamPair
[_]
,
otherParamPairs:
ParamPair
[_]*
)
:
TransformerWrapper
Definition Classes
Estimator
Annotations
@Since
(
"2.0.0"
)
@varargs
()
def
fitDF
(
dataset:
DataFrame
)
:
TransformerWrapper
Definition Classes
EstimatorWrapper
→ Estimator
final
def
get
[
T
]
(
param:
Param
[
T
]
)
:
Option
[
T
]
Definition Classes
Params
final
def
getClass
()
:
Class
[_]
Definition Classes
AnyRef → Any
final
def
getDefault
[
T
]
(
param:
Param
[
T
]
)
:
Option
[
T
]
Definition Classes
Params
final
def
getOrDefault
[
T
]
(
param:
Param
[
T
]
)
:
T
Definition Classes
Params
def
getParam
(
paramName:
String
)
:
Param
[
Any
]
Definition Classes
Params
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
initializeLogIfNecessary
(
isInterpreter:
Boolean
)
:
Unit
Attributes
protected
Definition Classes
Logging
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
def
isTraceEnabled
()
:
Boolean
Attributes
protected
Definition Classes
Logging
def
log
:
Logger
Attributes
protected
Definition Classes
Logging
def
logDebug
(
msg: ⇒
String
,
throwable:
Throwable
)
:
Unit
Attributes
protected
Definition Classes
Logging
def
logDebug
(
msg: ⇒
String
)
:
Unit
Attributes
protected
Definition Classes
Logging
def
logError
(
msg: ⇒
String
,
throwable:
Throwable
)
:
Unit
Attributes
protected
Definition Classes
Logging
def
logError
(
msg: ⇒
String
)
:
Unit
Attributes
protected
Definition Classes
Logging
def
logInfo
(
msg: ⇒
String
,
throwable:
Throwable
)
:
Unit
Attributes
protected
Definition Classes
Logging
def
logInfo
(
msg: ⇒
String
)
:
Unit
Attributes
protected
Definition Classes
Logging
def
logName
:
String
Attributes
protected
Definition Classes
Logging
def
logTrace
(
msg: ⇒
String
,
throwable:
Throwable
)
:
Unit
Attributes
protected
Definition Classes
Logging
def
logTrace
(
msg: ⇒
String
)
:
Unit
Attributes
protected
Definition Classes
Logging
def
logWarning
(
msg: ⇒
String
,
throwable:
Throwable
)
:
Unit
Attributes
protected
Definition Classes
Logging
def
logWarning
(
msg: ⇒
String
)
:
Unit
Attributes
protected
Definition Classes
Logging
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
lazy val
params
:
Array
[
Param
[_]]
Definition Classes
EstimatorWrapper
→ Params
final
def
set
(
paramPair:
ParamPair
[_]
)
:
EstimatorWrapper
.this.type
Attributes
protected
Definition Classes
Params
final
def
set
(
param:
String
,
value:
Any
)
:
EstimatorWrapper
.this.type
Attributes
protected
Definition Classes
Params
final
def
set
[
T
]
(
param:
Param
[
T
]
,
value:
T
)
:
EstimatorWrapper
.this.type
Definition Classes
Params
final
def
setDefault
(
paramPairs:
ParamPair
[_]*
)
:
EstimatorWrapper
.this.type
Attributes
protected
Definition Classes
Params
final
def
setDefault
[
T
]
(
param:
Param
[
T
]
,
value:
T
)
:
EstimatorWrapper
.this.type
Attributes
protected
Definition Classes
Params
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
def
toString
()
:
String
Definition Classes
Identifiable → AnyRef → Any
def
transformSchema
(
schema:
StructType
)
:
StructType
Definition Classes
EstimatorWrapper
→ PipelineStage
def
transformSchema
(
schema:
StructType
,
logging:
Boolean
)
:
StructType
Attributes
protected
Definition Classes
PipelineStage
Annotations
@DeveloperApi
()
val
uid
:
String
Definition Classes
EstimatorWrapper
→ Identifiable
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
(
...
)
Inherited from
sparkutils.ML.Estimator
[
TransformerWrapper
]
Inherited from
org.apache.spark.ml.Estimator
[
TransformerWrapper
]
Inherited from
PipelineStage
Inherited from
Logging
Inherited from
Params
Inherited from
Serializable
Inherited from
Serializable
Inherited from
Identifiable
Inherited from
AnyRef
Inherited from
Any
Ungrouped