com
.
databricks
.
labs
.
automl
.
model
tools
package
tools
Visibility
Public
All
Type Members
case class
FieldTypes
(
numericHyperParams:
Array
[
String
]
,
stringHyperParams:
Array
[
String
]
,
allHyperParams:
Array
[
String
]
)
extends
Product
with
Serializable
class
GenerationOptimizer
[
A
,
B
]
extends
GenerationOptimizerBase
trait
GenerationOptimizerBase
extends
SparkSessionWrapper
class
HyperParameterFullSearch
extends
Defaults
with
ModelConfigGenerators
case class
LayerConfig
(
layers:
Int
,
hiddenLayers:
Int
)
extends
Product
with
Serializable
trait
LightGBMBase
extends
AnyRef
case class
MLPCExtractConfig
(
layers:
Int
,
maxIter:
Int
,
solver:
String
,
stepSize:
Double
,
tolerance:
Double
,
hiddenLayerSizeAdjust:
Int
)
extends
Product
with
Serializable
class
ModelReporting
extends
AnyRef
class
PostModelingOptimization
extends
Defaults
with
ModelConfigGenerators
with
SparkSessionWrapper
class
PostModelingPipelineBuilder
extends
AnyRef
Value Members
object
GBMTypes
extends
Enumeration
object
GenerationOptimizer
extends
Serializable
object
InitialGenerationMode
extends
Enumeration
object
ModelTypes
extends
Enumeration
object
ModelUtils
object
OptimizationTypes
extends
Enumeration
object
RegressorTypes
extends
Enumeration
package
split
package
structures
Ungrouped