Note

This is the documentation for the current state of the development branch of Qiskit Experiments. The documentation or APIs here can change prior to being released.

SkLDA

class SkLDA(lda)

A wrapper for the scikit-learn linear discriminant analysis.

Note

This class requires that scikit-learn is installed.

Parameters:

lda (LinearDiscriminantAnalysis) – The sklearn linear discriminant analysis. This may be a trained or an untrained discriminator.

Raises:

DataProcessorError – If SKlearn could not be imported.

Attributes

SkLDA.discriminator

Return then SKLearn object.

Methods

SkLDA.config()	Return the configuration of the LDA.
SkLDA.fit(data, labels)	Fit the LDA.
SkLDA.from_config(cls, config)	Deserialize from an object.
SkLDA.is_trained()	Return True if the discriminator has been trained on data.
SkLDA.predict(data)	Wrap the predict method of the LDA.