com
.
databricks
.
labs
.
automl
.
reports
DecisionTreeSplits
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package reports
class
DecisionTreeSplits
extends
ReportingTools
Linear Supertypes
ReportingTools
,
SparkSessionWrapper
,
Serializable
,
Serializable
,
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,
Any
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DecisionTreeSplits
ReportingTools
SparkSessionWrapper
Serializable
Serializable
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Instance Constructors
new
DecisionTreeSplits
(
data:
DataFrame
,
featConfig:
MainConfig
,
modelType:
String
)
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
def
cleanupFieldArray
(
indexedFields:
Array
[(
String
,
Int
)]
)
:
List
[(
String
,
Int
)]
Definition Classes
ReportingTools
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
extractTopFeaturesByCount
(
featureFrame:
DataFrame
,
topNCutoff:
Int
)
:
Array
[
String
]
Definition Classes
ReportingTools
def
extractTopFeaturesByImportance
(
featureFrame:
DataFrame
,
importancePercentageCutoff:
Double
)
:
Array
[
String
]
Definition Classes
ReportingTools
def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
classOf[java.lang.Throwable]
)
def
generateDecisionTextReport
(
modelDebugString:
String
,
featureIndex:
List
[(
String
,
Int
)]
)
:
String
Definition Classes
ReportingTools
def
generateFrameReport
(
columns:
Array
[
String
]
,
importances:
Array
[
Double
]
)
:
DataFrame
Definition Classes
ReportingTools
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
def
reportFields
(
fieldIndexArray:
Array
[(
String
,
Int
)]
)
:
String
Definition Classes
ReportingTools
def
runTreeSplitAnalysis
(
fields:
Array
[
String
]
)
:
TreeSplitReport
lazy val
sc
:
SparkContext
Definition Classes
SparkSessionWrapper
lazy val
spark
:
SparkSession
Definition Classes
SparkSessionWrapper
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
def
toString
()
:
String
Definition Classes
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
(
...
)
Inherited from
ReportingTools
Inherited from
SparkSessionWrapper
Inherited from
Serializable
Inherited from
Serializable
Inherited from
AnyRef
Inherited from
Any
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