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feature
FeatureInteraction
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class FeatureInteraction
|
package feature
object
FeatureInteraction
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final
def
!=
(
arg0:
Any
)
:
Boolean
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final
def
##
()
:
Int
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final
def
==
(
arg0:
Any
)
:
Boolean
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final
def
asInstanceOf
[
T0
]
:
T0
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def
clone
()
:
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Attributes
protected[
java.lang
]
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@throws
(
...
)
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
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def
equals
(
arg0:
Any
)
:
Boolean
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def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
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@throws
(
classOf[java.lang.Throwable]
)
final
def
getClass
()
:
Class
[_]
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def
hashCode
()
:
Int
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def
interactDataFrame
(
data:
DataFrame
,
nominalFields:
Array
[
String
]
,
continuousFields:
Array
[
String
]
,
modelingType:
String
,
retentionMode:
String
,
labelCol:
String
,
continuousDiscretizerBucketCount:
Int
,
parallelism:
Int
,
targetInteractionPercentage:
Double
)
:
FeatureInteractionCollection
def
interactFeatures
(
data:
DataFrame
,
nominalFields:
Array
[
String
]
,
continuousFields:
Array
[
String
]
,
modelingType:
String
,
retentionMode:
String
,
labelCol:
String
,
featureCol:
String
,
continuousDiscretizerBucketCount:
Int
,
parallelism:
Int
,
targetInteractionPercentage:
Double
)
:
FeatureInteractionOutputPayload
def
interactionPipeline
(
data:
DataFrame
,
nominalFields:
Array
[
String
]
,
continuousFields:
Array
[
String
]
,
modelingType:
String
,
retentionMode:
String
,
labelCol:
String
,
featureCol:
String
,
continuousDiscretizerBucketCount:
Int
,
parallelism:
Int
,
targetInteractionPercentage:
Double
)
:
PipelineInteractionOutput
def
interactionReport
(
data:
DataFrame
,
nominalFields:
Array
[
String
]
,
continuousFields:
Array
[
String
]
,
modelingType:
String
,
retentionMode:
String
,
labelCol:
String
,
continuousDiscretizerBucketCount:
Int
,
parallelism:
Int
,
targetInteractionPercentage:
Double
)
:
Array
[
InteractionPayloadExtract
]
final
def
isInstanceOf
[
T0
]
:
Boolean
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final
def
ne
(
arg0:
AnyRef
)
:
Boolean
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final
def
notify
()
:
Unit
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final
def
notifyAll
()
:
Unit
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final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
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def
toString
()
:
String
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final
def
wait
()
:
Unit
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@throws
(
...
)
final
def
wait
(
arg0:
Long
,
arg1:
Int
)
:
Unit
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@throws
(
...
)
final
def
wait
(
arg0:
Long
)
:
Unit
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@throws
(
...
)
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