com
.
databricks
.
labs
.
automl
.
executor
.
config
FeatureEngineeringConfig
Related Doc:
package config
case class
FeatureEngineeringConfig
(
dataPrepParallelism:
Int
,
numericFillStat:
String
,
characterFillStat:
String
,
modelSelectionDistinctThreshold:
Int
,
outlierFilterBounds:
String
,
outlierLowerFilterNTile:
Double
,
outlierUpperFilterNTile:
Double
,
outlierFilterPrecision:
Double
,
outlierContinuousDataThreshold:
Int
,
outlierFieldsToIgnore:
Array
[
String
]
,
pearsonFilterStatistic:
String
,
pearsonFilterDirection:
String
,
pearsonFilterManualValue:
Double
,
pearsonFilterMode:
String
,
pearsonAutoFilterNTile:
Double
,
covarianceCorrelationCutoffLow:
Double
,
covarianceCorrelationCutoffHigh:
Double
,
scalingType:
String
,
scalingMin:
Double
,
scalingMax:
Double
,
scalingStandardMeanFlag:
Boolean
,
scalingStdDevFlag:
Boolean
,
scalingPNorm:
Double
,
featureImportanceCutoffType:
String
,
featureImportanceCutoffValue:
Double
,
dataReductionFactor:
Double
,
cardinalitySwitch:
Boolean
,
cardinalityType:
String
,
cardinalityLimit:
Int
,
cardinalityPrecision:
Double
,
cardinalityCheckMode:
String
,
filterPrecision:
Double
,
categoricalNAFillMap:
Map
[
String
,
String
]
,
numericNAFillMap:
Map
[
String
,
AnyVal
]
,
characterNABlanketFillValue:
String
,
numericNABlanketFillValue:
Double
,
naFillMode:
String
,
featureInteractionRetentionMode:
String
,
featureInteractionContinuousDiscretizerBucketCount:
Int
,
featureInteractionParallelism:
Int
,
featureInteractionTargetInteractionPercentage:
Double
)
extends
Product
with
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,
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,
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FeatureEngineeringConfig
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Instance Constructors
new
FeatureEngineeringConfig
(
dataPrepParallelism:
Int
,
numericFillStat:
String
,
characterFillStat:
String
,
modelSelectionDistinctThreshold:
Int
,
outlierFilterBounds:
String
,
outlierLowerFilterNTile:
Double
,
outlierUpperFilterNTile:
Double
,
outlierFilterPrecision:
Double
,
outlierContinuousDataThreshold:
Int
,
outlierFieldsToIgnore:
Array
[
String
]
,
pearsonFilterStatistic:
String
,
pearsonFilterDirection:
String
,
pearsonFilterManualValue:
Double
,
pearsonFilterMode:
String
,
pearsonAutoFilterNTile:
Double
,
covarianceCorrelationCutoffLow:
Double
,
covarianceCorrelationCutoffHigh:
Double
,
scalingType:
String
,
scalingMin:
Double
,
scalingMax:
Double
,
scalingStandardMeanFlag:
Boolean
,
scalingStdDevFlag:
Boolean
,
scalingPNorm:
Double
,
featureImportanceCutoffType:
String
,
featureImportanceCutoffValue:
Double
,
dataReductionFactor:
Double
,
cardinalitySwitch:
Boolean
,
cardinalityType:
String
,
cardinalityLimit:
Int
,
cardinalityPrecision:
Double
,
cardinalityCheckMode:
String
,
filterPrecision:
Double
,
categoricalNAFillMap:
Map
[
String
,
String
]
,
numericNAFillMap:
Map
[
String
,
AnyVal
]
,
characterNABlanketFillValue:
String
,
numericNABlanketFillValue:
Double
,
naFillMode:
String
,
featureInteractionRetentionMode:
String
,
featureInteractionContinuousDiscretizerBucketCount:
Int
,
featureInteractionParallelism:
Int
,
featureInteractionTargetInteractionPercentage:
Double
)
Value Members
final
def
!=
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
##
()
:
Int
Definition Classes
AnyRef → Any
final
def
==
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
var
cardinalityCheckMode
:
String
var
cardinalityLimit
:
Int
var
cardinalityPrecision
:
Double
var
cardinalitySwitch
:
Boolean
var
cardinalityType
:
String
var
categoricalNAFillMap
:
Map
[
String
,
String
]
var
characterFillStat
:
String
var
characterNABlanketFillValue
:
String
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
...
)
var
covarianceCorrelationCutoffHigh
:
Double
var
covarianceCorrelationCutoffLow
:
Double
var
dataPrepParallelism
:
Int
var
dataReductionFactor
:
Double
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
var
featureImportanceCutoffType
:
String
var
featureImportanceCutoffValue
:
Double
var
featureInteractionContinuousDiscretizerBucketCount
:
Int
var
featureInteractionParallelism
:
Int
var
featureInteractionRetentionMode
:
String
var
featureInteractionTargetInteractionPercentage
:
Double
var
filterPrecision
:
Double
def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
classOf[java.lang.Throwable]
)
final
def
getClass
()
:
Class
[_]
Definition Classes
AnyRef → Any
final
def
isInstanceOf
[
T0
]
:
Boolean
Definition Classes
Any
var
modelSelectionDistinctThreshold
:
Int
var
naFillMode
:
String
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
var
numericFillStat
:
String
var
numericNABlanketFillValue
:
Double
var
numericNAFillMap
:
Map
[
String
,
AnyVal
]
var
outlierContinuousDataThreshold
:
Int
var
outlierFieldsToIgnore
:
Array
[
String
]
var
outlierFilterBounds
:
String
var
outlierFilterPrecision
:
Double
var
outlierLowerFilterNTile
:
Double
var
outlierUpperFilterNTile
:
Double
var
pearsonAutoFilterNTile
:
Double
var
pearsonFilterDirection
:
String
var
pearsonFilterManualValue
:
Double
var
pearsonFilterMode
:
String
var
pearsonFilterStatistic
:
String
var
scalingMax
:
Double
var
scalingMin
:
Double
var
scalingPNorm
:
Double
var
scalingStandardMeanFlag
:
Boolean
var
scalingStdDevFlag
:
Boolean
var
scalingType
:
String
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
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
(
...
)
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