Synapse.ML.Stages.MultiColumnAdapter Class Reference

MultiColumnAdapter implements MultiColumnAdapter More...

Inheritance diagram for Synapse.ML.Stages.MultiColumnAdapter:

Collaboration diagram for Synapse.ML.Stages.MultiColumnAdapter:

Public Member Functions
	MultiColumnAdapter ()
	Creates a MultiColumnAdapter without any parameters. More...
	MultiColumnAdapter (string uid)
	Creates a MultiColumnAdapter with a UID that is used to give the MultiColumnAdapter a unique ID. More...
MultiColumnAdapter	SetBaseStage (JavaPipelineStage value)
	Sets value for baseStage More...
MultiColumnAdapter	SetInputCols (string[] value)
	Sets value for inputCols More...
MultiColumnAdapter	SetOutputCols (string[] value)
	Sets value for outputCols More...
JavaPipelineStage	GetBaseStage ()
	Gets baseStage value More...
string[]	GetInputCols ()
	Gets inputCols value More...
string[]	GetOutputCols ()
	Gets outputCols value More...
override PipelineModel	Fit (DataFrame dataset)
	Fits a model to the input data. More...
void	Save (string path)
	Saves the object so that it can be loaded later using Load. Note that these objects can be shared with Scala by Loading or Saving in Scala. More...
JavaMLWriter	Write ()
	Returns a JavaMLWriter instance for this ML instance.
JavaMLReader< MultiColumnAdapter >	Read ()
	Get the corresponding JavaMLReader instance. More...

Static Public Member Functions
static MultiColumnAdapter	Load (string path)
	Loads the MultiColumnAdapter that was previously saved using Save(string). More...

Detailed Description

MultiColumnAdapter implements MultiColumnAdapter

Constructor & Destructor Documentation

MultiColumnAdapter() [1/2]

Synapse.ML.Stages.MultiColumnAdapter.MultiColumnAdapter ( )

inline

Creates a MultiColumnAdapter without any parameters.

MultiColumnAdapter() [2/2]

Synapse.ML.Stages.MultiColumnAdapter.MultiColumnAdapter ( string  uid )

inline

Creates a MultiColumnAdapter with a UID that is used to give the MultiColumnAdapter a unique ID.

Parameters

uid	An immutable unique ID for the object and its derivatives.

Member Function Documentation

Fit()

override PipelineModel Synapse.ML.Stages.MultiColumnAdapter.Fit

(

DataFrame

dataset

)

Fits a model to the input data.

Parameters

dataset

The DataFrame to fit the model to.

Returns

PipelineModel

GetBaseStage()

JavaPipelineStage Synapse.ML.Stages.MultiColumnAdapter.GetBaseStage ( )

inline

Gets baseStage value

Returns

baseStage: base pipeline stage to apply to every column

GetInputCols()

string [] Synapse.ML.Stages.MultiColumnAdapter.GetInputCols

(

)

Gets inputCols value

Returns

inputCols: list of column names encoded as a string

GetOutputCols()

string [] Synapse.ML.Stages.MultiColumnAdapter.GetOutputCols

(

)

Gets outputCols value

Returns

outputCols: list of column names encoded as a string

Load()

static MultiColumnAdapter Synapse.ML.Stages.MultiColumnAdapter.Load ( string  path )

static

Loads the MultiColumnAdapter that was previously saved using Save(string).

Parameters

path	The path the previous MultiColumnAdapter was saved to

Returns

New MultiColumnAdapter object, loaded from path.

Read()

JavaMLReader<MultiColumnAdapter> Synapse.ML.Stages.MultiColumnAdapter.Read

(

)

Get the corresponding JavaMLReader instance.

Returns

an JavaMLReader<MultiColumnAdapter> instance for this ML instance.

Save()

void Synapse.ML.Stages.MultiColumnAdapter.Save

(

string

path

)

Saves the object so that it can be loaded later using Load. Note that these objects can be shared with Scala by Loading or Saving in Scala.

Parameters

path	The path to save the object to

SetBaseStage()

MultiColumnAdapter Synapse.ML.Stages.MultiColumnAdapter.SetBaseStage

(

JavaPipelineStage

value

)

Sets value for baseStage

Parameters

value

base pipeline stage to apply to every column

Returns

New MultiColumnAdapter object

SetInputCols()

MultiColumnAdapter Synapse.ML.Stages.MultiColumnAdapter.SetInputCols

(

string[]

value

)

Sets value for inputCols

Parameters

value

list of column names encoded as a string

Returns

New MultiColumnAdapter object

SetOutputCols()

MultiColumnAdapter Synapse.ML.Stages.MultiColumnAdapter.SetOutputCols

(

string[]

value

)

Sets value for outputCols

Parameters

value

list of column names encoded as a string

Returns

New MultiColumnAdapter object

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The documentation for this class was generated from the following file:

• synapse/ml/stages/MultiColumnAdapter.cs