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automl
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params
Defaults
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package params
trait
Defaults
extends
AnyRef
Linear Supertypes
AnyRef
,
Any
Known Subclasses
AutomationConfig
,
AutomationRunner
,
DataPrep
,
DecisionTreeTuner
,
DefaultConfigAccessor
,
Evolution
,
GBTreesTuner
,
HyperParameterFullSearch
,
InferenceConfig
,
InferenceDefaults
,
InferencePipeline
,
LightGBMTuner
,
LinearRegressionTuner
,
LogisticRegressionTuner
,
MLPCTuner
,
ManualRunner
,
NaiveBayesTuner
,
PostModelingOptimization
,
RandomForestTuner
,
SVMTuner
,
XGBoostTuner
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Defaults
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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
val
_allowableEvolutionStrategies
:
List
[
String
]
final
val
_allowableInitialGenerationIndexMixingModes
:
List
[
String
]
final
val
_allowableInitialGenerationModes
:
List
[
String
]
final
val
_allowableMlFlowLoggingModes
:
List
[
String
]
final
val
_allowableNAFillModes
:
List
[
String
]
def
_covarianceConfigDefaults
:
CovarianceConfig
def
_dataPrepConfigDefaults
:
DataPrepConfig
def
_defaultAutoStoppingFlag
:
Boolean
def
_defaultAutoStoppingScore
:
Double
def
_defaultCovarianceFilterFlag
:
Boolean
def
_defaultDataPrepCachingFlag
:
Boolean
def
_defaultDataPrepParallelism
:
Int
def
_defaultDataReductionFactor
:
Double
def
_defaultDateTimeConversionType
:
String
def
_defaultFeatureImportanceCutoffType
:
String
def
_defaultFeatureImportanceCutoffValue
:
Double
def
_defaultFeatureInteractionConfig
:
FeatureInteractionConfig
def
_defaultFeatureInteractionFlag
:
Boolean
def
_defaultFeaturesCol
:
String
def
_defaultFieldsToIgnoreInVector
:
Array
[
String
]
def
_defaultFirstGenerationConfig
:
FirstGenerationConfig
def
_defaultHyperSpaceInference
:
Boolean
def
_defaultHyperSpaceInferenceCount
:
Int
def
_defaultHyperSpaceModelCount
:
Int
def
_defaultHyperSpaceModelType
:
String
def
_defaultInitialGenerationMode
:
String
def
_defaultKSampleConfig
:
KSampleConfig
def
_defaultLabelCol
:
String
def
_defaultMlFlowArtifactsFlag
:
Boolean
def
_defaultMlFlowLoggingFlag
:
Boolean
def
_defaultModelingFamily
:
String
def
_defaultNAFillFlag
:
Boolean
def
_defaultOneHotEncodeFlag
:
Boolean
def
_defaultOutlierFilterFlag
:
Boolean
def
_defaultPearsonFilterFlag
:
Boolean
def
_defaultPipelineDebugFlag
:
Boolean
def
_defaultPipelineId
:
String
def
_defaultScalingFlag
:
Boolean
def
_defaultVarianceFilterFlag
:
Boolean
def
_featureImportancesDefaults
:
MainConfig
def
_fillConfigDefaults
:
FillConfig
def
_gbtDefaultNumBoundaries
:
Map
[
String
, (
Double
,
Double
)]
def
_gbtDefaultStringBoundaries
:
Map
[
String
,
List
[
String
]]
def
_geneticTunerDefaults
:
GeneticConfig
def
_inferenceConfigSaveLocationDefault
:
String
def
_lightGBMDefaultNumBoundaries
:
Map
[
String
, (
Double
,
Double
)]
def
_lightGBMDefaultStringBoundaries
:
Map
[
String
,
List
[
String
]]
def
_linearRegressionDefaultNumBoundaries
:
Map
[
String
, (
Double
,
Double
)]
def
_linearRegressionDefaultStringBoundaries
:
Map
[
String
,
List
[
String
]]
def
_logisticRegressionDefaultNumBoundaries
:
Map
[
String
, (
Double
,
Double
)]
def
_logisticRegressionDefaultStringBoundaries
:
Map
[
String
,
List
[
String
]]
def
_mainConfigDefaults
:
MainConfig
def
_mlFlowConfigDefaults
:
MLFlowConfig
def
_mlpcDefaultNumBoundaries
:
Map
[
String
, (
Double
,
Double
)]
def
_mlpcDefaultStringBoundaries
:
Map
[
String
,
List
[
String
]]
def
_modelTypeDefault
:
String
def
_naiveBayesDefaultNumBoundaries
:
Map
[
String
, (
Double
,
Double
)]
def
_naiveBayesDefaultStringBoundaries
:
Map
[
String
,
List
[
String
]]
def
_outlierConfigDefaults
:
OutlierConfig
def
_pearsonConfigDefaults
:
PearsonConfig
def
_rfDefaultNumBoundaries
:
Map
[
String
, (
Double
,
Double
)]
def
_rfDefaultStringBoundaries
:
Map
[
String
,
List
[
String
]]
def
_scalingConfigDefaults
:
ScalingConfig
def
_scoringDefaultClassifier
:
String
def
_scoringDefaultRegressor
:
String
def
_scoringOptimizationStrategyClassifier
:
String
def
_scoringOptimizationStrategyRegressor
:
String
final
val
_supportedFeatureImportanceCutoffTypes
:
List
[
String
]
final
val
_supportedModels
:
Array
[
String
]
def
_svmDefaultNumBoundaries
:
Map
[
String
, (
Double
,
Double
)]
def
_svmDefaultStringBoundaries
:
Map
[
String
,
List
[
String
]]
def
_treeSplitDefaults
:
MainConfig
def
_treesDefaultNumBoundaries
:
Map
[
String
, (
Double
,
Double
)]
def
_treesDefaultStringBoundaries
:
Map
[
String
,
List
[
String
]]
def
_xgboostDefaultNumBoundaries
:
Map
[
String
, (
Double
,
Double
)]
final
val
allowableCardinalilties
:
List
[
String
]
final
val
allowableCategoricalFilterModes
:
List
[
String
]
final
val
allowableDateTimeConversions
:
List
[
String
]
final
val
allowableFeatureInteractionModes
:
List
[
String
]
final
val
allowableKMeansDistanceMeasurements
:
List
[
String
]
final
val
allowableLabelBalanceModes
:
List
[
String
]
final
val
allowableMBORegressorTypes
:
List
[
String
]
final
val
allowableMutationModes
:
List
[
String
]
final
val
allowableVectorMutationMethods
:
List
[
String
]
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
def
equals
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
classOf[java.lang.Throwable]
)
final
def
getClass
()
:
Class
[_]
Definition Classes
AnyRef → Any
def
hashCode
()
:
Int
Definition Classes
AnyRef → Any
final
def
isInstanceOf
[
T0
]
:
Boolean
Definition Classes
Any
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
def
toString
()
:
String
Definition Classes
AnyRef → Any
final
val
trainSplitMethods
:
List
[
String
]
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
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