Synapse.ML.Causal.DiffInDiffEstimator Class Reference

DiffInDiffEstimator implements DiffInDiffEstimator More...

Inheritance diagram for Synapse.ML.Causal.DiffInDiffEstimator:

Collaboration diagram for Synapse.ML.Causal.DiffInDiffEstimator:

Public Member Functions
	DiffInDiffEstimator ()
	Creates a DiffInDiffEstimator without any parameters. More...
	DiffInDiffEstimator (string uid)
	Creates a DiffInDiffEstimator with a UID that is used to give the DiffInDiffEstimator a unique ID. More...
DiffInDiffEstimator	SetOutcomeCol (string value)
	Sets value for outcomeCol More...
DiffInDiffEstimator	SetPostTreatmentCol (string value)
	Sets value for postTreatmentCol More...
DiffInDiffEstimator	SetTreatmentCol (string value)
	Sets value for treatmentCol More...
string	GetOutcomeCol ()
	Gets outcomeCol value More...
string	GetPostTreatmentCol ()
	Gets postTreatmentCol value More...
string	GetTreatmentCol ()
	Gets treatmentCol value More...
override DiffInDiffModel	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< DiffInDiffEstimator >	Read ()
	Get the corresponding JavaMLReader instance. More...

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

Detailed Description

DiffInDiffEstimator implements DiffInDiffEstimator

Constructor & Destructor Documentation

DiffInDiffEstimator() [1/2]

Synapse.ML.Causal.DiffInDiffEstimator.DiffInDiffEstimator ( )

inline

Creates a DiffInDiffEstimator without any parameters.

DiffInDiffEstimator() [2/2]

Synapse.ML.Causal.DiffInDiffEstimator.DiffInDiffEstimator ( string  uid )

inline

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

Parameters

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

Member Function Documentation

Fit()

override DiffInDiffModel Synapse.ML.Causal.DiffInDiffEstimator.Fit

(

DataFrame

dataset

)

Fits a model to the input data.

Parameters

dataset

The DataFrame to fit the model to.

Returns

DiffInDiffModel

GetOutcomeCol()

string Synapse.ML.Causal.DiffInDiffEstimator.GetOutcomeCol

(

)

Gets outcomeCol value

Returns

outcomeCol: outcome column

GetPostTreatmentCol()

string Synapse.ML.Causal.DiffInDiffEstimator.GetPostTreatmentCol

(

)

Gets postTreatmentCol value

Returns

postTreatmentCol: post treatment indicator column

GetTreatmentCol()

string Synapse.ML.Causal.DiffInDiffEstimator.GetTreatmentCol

(

)

Gets treatmentCol value

Returns

treatmentCol: treatment column

Load()

static DiffInDiffEstimator Synapse.ML.Causal.DiffInDiffEstimator.Load ( string  path )

static

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

Parameters

path	The path the previous DiffInDiffEstimator was saved to

Returns

New DiffInDiffEstimator object, loaded from path.

Read()

JavaMLReader<DiffInDiffEstimator> Synapse.ML.Causal.DiffInDiffEstimator.Read

(

)

Get the corresponding JavaMLReader instance.

Returns

an JavaMLReader<DiffInDiffEstimator> instance for this ML instance.

Save()

void Synapse.ML.Causal.DiffInDiffEstimator.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

SetOutcomeCol()

DiffInDiffEstimator Synapse.ML.Causal.DiffInDiffEstimator.SetOutcomeCol

(

string

value

)

Sets value for outcomeCol

Parameters

value

outcome column

Returns

New DiffInDiffEstimator object

SetPostTreatmentCol()

DiffInDiffEstimator Synapse.ML.Causal.DiffInDiffEstimator.SetPostTreatmentCol

(

string

value

)

Sets value for postTreatmentCol

Parameters

value

post treatment indicator column

Returns

New DiffInDiffEstimator object

SetTreatmentCol()

DiffInDiffEstimator Synapse.ML.Causal.DiffInDiffEstimator.SetTreatmentCol

(

string

value

)

Sets value for treatmentCol

Parameters

value

treatment column

Returns

New DiffInDiffEstimator object

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

• synapse/ml/causal/DiffInDiffEstimator.cs