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lime
LIMEBase
Related Doc:
package lime
trait
LIMEBase
extends
LIMEParams
with
ComplexParamsWritable
Linear Supertypes
ComplexParamsWritable
,
MLWritable
,
LIMEParams
,
HasPredictionCol
,
HasOutputCol
,
HasInputCol
,
Wrappable
,
Params
,
Serializable
,
Serializable
,
Identifiable
,
AnyRef
,
Any
Known Subclasses
ImageLIME
,
TabularLIMEModel
Ordering
Alphabetic
By Inheritance
Inherited
LIMEBase
ComplexParamsWritable
MLWritable
LIMEParams
HasPredictionCol
HasOutputCol
HasInputCol
Wrappable
Params
Serializable
Serializable
Identifiable
AnyRef
Any
Hide All
Show All
Visibility
Public
All
Abstract Value Members
abstract
def
copy
(
extra:
ParamMap
)
:
Params
Definition Classes
Params
abstract
val
uid
:
String
Definition Classes
Identifiable
Concrete Value Members
final
def
!=
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
##
()
:
Int
Definition Classes
AnyRef → Any
final
def
$
[
T
]
(
param:
Param
[
T
]
)
:
T
Attributes
protected
Definition Classes
Params
final
def
==
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
def
additionalPythonMethods
()
:
String
Definition Classes
Wrappable
def
arrToMat
(
dvs:
Seq
[
DenseVector
]
)
:
DenseMatrix
Attributes
protected
val
arrToMatUDF
:
UserDefinedFunction
Attributes
protected
def
arrToVect
(
ds:
Seq
[
Double
]
)
:
DenseVector
Attributes
protected
val
arrToVectUDF
:
UserDefinedFunction
Attributes
protected
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
final
def
clear
(
param:
Param
[_]
)
:
LIMEBase
.this.type
Definition Classes
Params
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
...
)
def
copyValues
[
T <:
Params
]
(
to:
T
,
extra:
ParamMap
)
:
T
Attributes
protected
Definition Classes
Params
final
def
defaultCopy
[
T <:
Params
]
(
extra:
ParamMap
)
:
T
Attributes
protected
Definition Classes
Params
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
def
equals
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
def
explainParam
(
param:
Param
[_]
)
:
String
Definition Classes
Params
def
explainParams
()
:
String
Definition Classes
Params
final
def
extractParamMap
()
:
ParamMap
Definition Classes
Params
final
def
extractParamMap
(
extra:
ParamMap
)
:
ParamMap
Definition Classes
Params
def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
classOf[java.lang.Throwable]
)
val
fitLassoUDF
:
UserDefinedFunction
Attributes
protected
final
def
get
[
T
]
(
param:
Param
[
T
]
)
:
Option
[
T
]
Definition Classes
Params
final
def
getClass
()
:
Class
[_]
Definition Classes
AnyRef → Any
final
def
getDefault
[
T
]
(
param:
Param
[
T
]
)
:
Option
[
T
]
Definition Classes
Params
def
getInputCol
:
String
Definition Classes
HasInputCol
def
getModel
:
Transformer
Definition Classes
LIMEParams
def
getNSamples
:
Int
Definition Classes
LIMEParams
final
def
getOrDefault
[
T
]
(
param:
Param
[
T
]
)
:
T
Definition Classes
Params
def
getOutputCol
:
String
Definition Classes
HasOutputCol
def
getParam
(
paramName:
String
)
:
Param
[
Any
]
Definition Classes
Params
final
def
getPredictionCol
:
String
Definition Classes
HasPredictionCol
def
getRegularization
:
Double
Definition Classes
LIMEParams
val
getSampleUDF
:
UserDefinedFunction
Attributes
protected
def
getSamples
(
n:
Int
)
:
Seq
[
Seq
[
Boolean
]]
Attributes
protected
def
getSamplingFraction
:
Double
Definition Classes
LIMEParams
final
def
hasDefault
[
T
]
(
param:
Param
[
T
]
)
:
Boolean
Definition Classes
Params
def
hasParam
(
paramName:
String
)
:
Boolean
Definition Classes
Params
def
hashCode
()
:
Int
Definition Classes
AnyRef → Any
val
inputCol
:
Param
[
String
]
The name of the input column
The name of the input column
Definition Classes
HasInputCol
final
def
isDefined
(
param:
Param
[_]
)
:
Boolean
Definition Classes
Params
final
def
isInstanceOf
[
T0
]
:
Boolean
Definition Classes
Any
final
def
isSet
(
param:
Param
[_]
)
:
Boolean
Definition Classes
Params
val
model
:
TransformerParam
Definition Classes
LIMEParams
val
nSamples
:
IntParam
Definition Classes
LIMEParams
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
val
outputCol
:
Param
[
String
]
The name of the output column
The name of the output column
Definition Classes
HasOutputCol
lazy val
params
:
Array
[
Param
[_]]
Definition Classes
Params
final
val
predictionCol
:
Param
[
String
]
Definition Classes
HasPredictionCol
val
regularization
:
DoubleParam
Definition Classes
LIMEParams
val
samplingFraction
:
DoubleParam
Definition Classes
LIMEParams
def
save
(
path:
String
)
:
Unit
Definition Classes
MLWritable
Annotations
@Since
(
"1.6.0"
)
@throws
(
...
)
final
def
set
(
paramPair:
ParamPair
[_]
)
:
LIMEBase
.this.type
Attributes
protected
Definition Classes
Params
final
def
set
(
param:
String
,
value:
Any
)
:
LIMEBase
.this.type
Attributes
protected
Definition Classes
Params
final
def
set
[
T
]
(
param:
Param
[
T
]
,
value:
T
)
:
LIMEBase
.this.type
Definition Classes
Params
final
def
setDefault
(
paramPairs:
ParamPair
[_]*
)
:
LIMEBase
.this.type
Attributes
protected
Definition Classes
Params
final
def
setDefault
[
T
]
(
param:
Param
[
T
]
,
value:
T
)
:
LIMEBase
.this.type
Attributes
protected
Definition Classes
Params
def
setInputCol
(
value:
String
)
:
LIMEBase
.this.type
Definition Classes
HasInputCol
def
setModel
(
v:
Transformer
)
:
LIMEBase
.this.type
Definition Classes
LIMEParams
def
setNSamples
(
v:
Int
)
:
LIMEBase
.this.type
Definition Classes
LIMEParams
def
setOutputCol
(
value:
String
)
:
LIMEBase
.this.type
Definition Classes
HasOutputCol
def
setPredictionCol
(
v:
String
)
:
LIMEBase
.this.type
Definition Classes
LIMEParams
def
setRegularization
(
v:
Double
)
:
LIMEBase
.this.type
Definition Classes
LIMEParams
def
setSamplingFraction
(
d:
Double
)
:
LIMEBase
.this.type
Definition Classes
LIMEParams
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
def
toString
()
:
String
Definition Classes
Identifiable → 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
(
...
)
def
write
:
MLWriter
Definition Classes
ComplexParamsWritable
→ MLWritable
Inherited from
ComplexParamsWritable
Inherited from
MLWritable
Inherited from
LIMEParams
Inherited from
HasPredictionCol
Inherited from
HasOutputCol
Inherited from
HasInputCol
Inherited from
Wrappable
Inherited from
Params
Inherited from
Serializable
Inherited from
Serializable
Inherited from
Identifiable
Inherited from
AnyRef
Inherited from
Any
getParam
param
setParam
Ungrouped