DashAI.back.converters.SelectFpr

class SelectFpr(**kwargs)[source]

SciKit-Learn’s SelectFpr wrapper for DashAI.

__init__(**kwargs)

Methods

__init__(**kwargs)

changes_row_count()

Indicates if the converter changes the number of rows in the dataset.

fit(x[, y])

Generic fit method for sklearn transformers

fit_transform(X[, y])

Fit to data, then transform it.

get_feature_names_out([input_features])

Mask feature names according to selected features.

get_metadata_routing()

Get metadata routing of this object.

get_params([deep])

Get parameters for this estimator.

get_schema()

Generates the component related Json Schema.

get_support([indices])

Get a mask, or integer index, of the features selected.

inverse_transform(X)

Reverse the transformation operation.

set_fit_request(*[, x])

Request metadata passed to the fit method.

set_output(*[, transform])

Set output container.

set_params(**params)

Set the parameters of this estimator.

set_transform_request(*[, x])

Request metadata passed to the transform method.

transform(x[, y])

Generic transform method for sklearn transformers

validate_and_transform(raw_data)

It takes the data given by the user to initialize the model and returns it with all the objects that the model needs to work.

Attributes

DESCRIPTION

TYPE