ai
.
h2o
.
sparkling
.
ml
.
params
H2OKMeansParams
Related Doc:
package params
trait
H2OKMeansParams
extends
H2OAlgoUnsupervisedParams
[
KMeansParameters
]
Linear Supertypes
H2OAlgoUnsupervisedParams
[
KMeansParameters
],
H2OAlgoCommonParams
[
KMeansParameters
],
H2OCommonUnsupervisedParams
,
H2OCommonParams
,
H2OMOJOAlgoSharedParams
,
Logging
,
Logging
,
H2OAlgoParamsHelper
[
KMeansParameters
],
Params
,
Serializable
,
Serializable
,
Identifiable
,
AnyRef
,
Any
Known Subclasses
H2OKMeans
Ordering
Alphabetic
By Inheritance
Inherited
H2OKMeansParams
H2OAlgoUnsupervisedParams
H2OAlgoCommonParams
H2OCommonUnsupervisedParams
H2OCommonParams
H2OMOJOAlgoSharedParams
Logging
Logging
H2OAlgoParamsHelper
Params
Serializable
Serializable
Identifiable
AnyRef
Any
Hide All
Show All
Visibility
Public
All
Type Members
type
H2O_SCHEMA
=
GLMParametersV3
Definition Classes
H2OKMeansParams
→
H2OAlgoParamsHelper
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
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
def
booleanParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
BooleanParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
booleanParam
(
name:
String
,
doc:
String
)
:
BooleanParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
final
def
clear
(
param:
Param
[_]
)
:
H2OKMeansParams
.this.type
Definition Classes
Params
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
val
columnsToCategorical
:
StringArrayParam
Attributes
protected
Definition Classes
H2OCommonParams
final
val
convertInvalidNumbersToNa
:
BooleanParam
Attributes
protected
Definition Classes
H2OMOJOAlgoSharedParams
final
val
convertUnknownCategoricalLevelsToNa
:
BooleanParam
Attributes
protected
Definition Classes
H2OMOJOAlgoSharedParams
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
val
detailedPredictionCol
:
Param
[
String
]
Attributes
protected
Definition Classes
H2OMOJOAlgoSharedParams
def
doubleArrayParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
DoubleArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
doubleArrayParam
(
name:
String
,
doc:
String
)
:
DoubleArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
doubleParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
org.apache.spark.ml.param.DoubleParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
doubleParam
(
name:
String
,
doc:
String
)
:
org.apache.spark.ml.param.DoubleParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
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
final
val
featuresCols
:
StringArrayParam
Attributes
protected
Definition Classes
H2OMOJOAlgoSharedParams
def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
classOf[java.lang.Throwable]
)
def
floatParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
FloatParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
floatParam
(
name:
String
,
doc:
String
)
:
FloatParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
final
val
foldCol
:
NullableStringParam
Attributes
protected
Definition Classes
H2OCommonParams
final
def
get
[
T
]
(
param:
Param
[
T
]
)
:
Option
[
T
]
Definition Classes
Params
def
getAllStringColumnsToCategorical
()
:
Boolean
Definition Classes
H2OCommonParams
Annotations
@DeprecatedMethod
(
x$2
,
x$1
)
final
def
getClass
()
:
Class
[_]
Definition Classes
AnyRef → Any
def
getColumnsToCategorical
()
:
Array
[
String
]
Definition Classes
H2OCommonParams
def
getConvertInvalidNumbersToNa
()
:
Boolean
Definition Classes
H2OMOJOAlgoSharedParams
def
getConvertUnknownCategoricalLevelsToNa
()
:
Boolean
Definition Classes
H2OMOJOAlgoSharedParams
final
def
getDefault
[
T
]
(
param:
Param
[
T
]
)
:
Option
[
T
]
Definition Classes
Params
def
getDetailedPredictionCol
()
:
String
Definition Classes
H2OMOJOAlgoSharedParams
def
getDistribution
()
:
String
Definition Classes
H2OAlgoCommonParams
def
getDoc
(
doc:
Option
[
String
]
,
fieldName:
String
)
:
String
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
getEstimateK
()
:
Boolean
def
getExcludedCols
()
:
Seq
[
String
]
Attributes
protected
Definition Classes
H2OCommonUnsupervisedParams
→
H2OCommonParams
def
getFeaturesCols
()
:
Array
[
String
]
Definition Classes
H2OCommonParams
→ H2OMOJOAlgoSharedParams
def
getFoldCol
()
:
String
Definition Classes
H2OCommonParams
def
getH2ODoc
(
fieldName:
String
)
:
String
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
getInit
()
:
String
def
getK
()
:
Int
def
getKeepCrossValidationFoldAssignment
()
:
Boolean
Definition Classes
H2OAlgoCommonParams
def
getKeepCrossValidationPredictions
()
:
Boolean
Definition Classes
H2OAlgoCommonParams
def
getMaxIterations
()
:
Int
def
getModelId
()
:
String
Definition Classes
H2OAlgoCommonParams
def
getNamedMojoOutputColumns
()
:
Boolean
Definition Classes
H2OMOJOAlgoSharedParams
def
getNfolds
()
:
Int
Definition Classes
H2OCommonParams
final
def
getOrDefault
[
T
]
(
param:
Param
[
T
]
)
:
T
Definition Classes
Params
def
getParallelizeCrossValidation
()
:
Boolean
Definition Classes
H2OAlgoCommonParams
def
getParam
(
paramName:
String
)
:
Param
[
Any
]
Definition Classes
Params
def
getPredictionCol
()
:
String
Definition Classes
H2OMOJOAlgoSharedParams
def
getSeed
()
:
Long
Definition Classes
H2OCommonParams
def
getSplitRatio
()
:
Double
Definition Classes
H2OCommonParams
def
getStandardize
()
:
Boolean
def
getUserPoints
()
:
Array
[
Array
[
Double
]]
def
getWeightCol
()
:
String
Definition Classes
H2OCommonParams
def
getWithContributions
()
:
Boolean
Definition Classes
H2OMOJOAlgoSharedParams
def
getWithDetailedPredictionCol
()
:
Boolean
Definition Classes
H2OMOJOAlgoSharedParams
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
def
intArrayParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
IntArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
intArrayParam
(
name:
String
,
doc:
String
)
:
IntArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
intParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
IntParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
intParam
(
name:
String
,
doc:
String
)
:
IntParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
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
def
longParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
LongParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
longParam
(
name:
String
,
doc:
String
)
:
LongParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
final
val
modelId
:
NullableStringParam
Attributes
protected
Definition Classes
H2OAlgoCommonParams
final
val
namedMojoOutputColumns
:
Param
[
Boolean
]
Attributes
protected
Definition Classes
H2OMOJOAlgoSharedParams
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
val
nfolds
:
IntParam
Attributes
protected
Definition Classes
H2OCommonParams
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
def
nullableDoubleArrayArrayParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
NullableDoubleArrayArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
nullableDoubleArrayArrayParam
(
name:
String
,
doc:
String
)
:
NullableDoubleArrayArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
nullableDoubleArrayParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
NullableDoubleArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
nullableDoubleArrayParam
(
name:
String
,
doc:
String
)
:
NullableDoubleArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
nullableStringArrayParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
NullableStringArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
nullableStringArrayParam
(
name:
String
,
doc:
String
)
:
NullableStringArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
nullableStringParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
NullableStringParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
nullableStringParam
(
name:
String
,
doc:
String
)
:
NullableStringParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
param
[
T
]
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
Param
[
T
]
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
param
[
T
]
(
name:
String
,
doc:
String
)
:
Param
[
T
]
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
paramTag
:
ClassTag
[
KMeansParameters
]
Attributes
protected
Definition Classes
H2OKMeansParams
→
H2OAlgoParamsHelper
var
parameters
:
KMeansParameters
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
lazy val
params
:
Array
[
Param
[_]]
Definition Classes
Params
final
val
predictionCol
:
Param
[
String
]
Attributes
protected
Definition Classes
H2OMOJOAlgoSharedParams
def
schemaTag
:
ClassTag
[
H2O_SCHEMA
]
Attributes
protected
Definition Classes
H2OKMeansParams
→
H2OAlgoParamsHelper
final
val
seed
:
LongParam
Attributes
protected
Definition Classes
H2OCommonParams
final
def
set
(
paramPair:
ParamPair
[_]
)
:
H2OKMeansParams
.this.type
Attributes
protected
Definition Classes
Params
final
def
set
(
param:
String
,
value:
Any
)
:
H2OKMeansParams
.this.type
Attributes
protected
Definition Classes
Params
final
def
set
[
T
]
(
param:
Param
[
T
]
,
value:
T
)
:
H2OKMeansParams
.this.type
Definition Classes
Params
def
setAllStringColumnsToCategorical
(
value:
Boolean
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
Annotations
@DeprecatedMethod
(
x$4
,
x$3
)
def
setColumnsToCategorical
(
columnNames:
ArrayList
[
String
]
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setColumnsToCategorical
(
columns:
Array
[
String
]
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setColumnsToCategorical
(
first:
String
,
others:
String
*
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setConvertInvalidNumbersToNa
(
value:
Boolean
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setConvertUnknownCategoricalLevelsToNa
(
value:
Boolean
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
final
def
setDefault
(
paramPairs:
ParamPair
[_]*
)
:
H2OKMeansParams
.this.type
Attributes
protected
Definition Classes
Params
final
def
setDefault
[
T
]
(
param:
Param
[
T
]
,
value:
T
)
:
H2OKMeansParams
.this.type
Attributes
protected
Definition Classes
Params
def
setDetailedPredictionCol
(
columnName:
String
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setDistribution
(
value:
String
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OAlgoCommonParams
def
setEstimateK
(
value:
Boolean
)
:
H2OKMeansParams
.this.type
def
setFeaturesCol
(
first:
String
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setFeaturesCols
(
columnNames:
ArrayList
[
String
]
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setFeaturesCols
(
columnNames:
Array
[
String
]
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setFeaturesCols
(
first:
String
,
others:
String
*
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setFoldCol
(
columnName:
String
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setInit
(
value:
String
)
:
H2OKMeansParams
.this.type
def
setK
(
value:
Int
)
:
H2OKMeansParams
.this.type
def
setKeepCrossValidationFoldAssignment
(
value:
Boolean
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OAlgoCommonParams
def
setKeepCrossValidationPredictions
(
value:
Boolean
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OAlgoCommonParams
def
setMaxIterations
(
value:
Int
)
:
H2OKMeansParams
.this.type
def
setModelId
(
id:
String
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OAlgoCommonParams
def
setNamedMojoOutputColumns
(
value:
Boolean
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setNfolds
(
value:
Int
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setParallelizeCrossValidation
(
value:
Boolean
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OAlgoCommonParams
def
setPredictionCol
(
columnName:
String
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setSeed
(
value:
Long
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setSplitRatio
(
ratio:
Double
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setStandardize
(
value:
Boolean
)
:
H2OKMeansParams
.this.type
def
setUserPoints
(
value:
Array
[
Array
[
Double
]]
)
:
H2OKMeansParams
.this.type
def
setWeightCol
(
columnName:
String
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setWithContributions
(
enabled:
Boolean
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
def
setWithDetailedPredictionCol
(
enabled:
Boolean
)
:
H2OKMeansParams
.this.type
Definition Classes
H2OCommonParams
final
val
splitRatio
:
org.apache.spark.ml.param.DoubleParam
Attributes
protected
Definition Classes
H2OCommonParams
def
stringArrayParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
StringArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
stringArrayParam
(
name:
String
,
doc:
String
)
:
StringArrayParam
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
stringParam
(
name:
String
,
doc:
Option
[
String
] =
None
)
:
Param
[
String
]
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
def
stringParam
(
name:
String
,
doc:
String
)
:
Param
[
String
]
Attributes
protected
Definition Classes
H2OAlgoParamsHelper
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
(
...
)
final
val
weightCol
:
NullableStringParam
Attributes
protected
Definition Classes
H2OCommonParams
final
val
withContributions
:
BooleanParam
Attributes
protected
Definition Classes
H2OMOJOAlgoSharedParams
final
val
withDetailedPredictionCol
:
BooleanParam
Attributes
protected
Definition Classes
H2OMOJOAlgoSharedParams
Inherited from
H2OAlgoUnsupervisedParams
[
KMeansParameters
]
Inherited from
H2OAlgoCommonParams
[
KMeansParameters
]
Inherited from
H2OCommonUnsupervisedParams
Inherited from
H2OCommonParams
Inherited from
H2OMOJOAlgoSharedParams
Inherited from
Logging
Inherited from
Logging
Inherited from
H2OAlgoParamsHelper
[
KMeansParameters
]
Inherited from
Params
Inherited from
Serializable
Inherited from
Serializable
Inherited from
Identifiable
Inherited from
AnyRef
Inherited from
Any
Ungrouped