LDALearner

class pyprophet.scoring.classifiers.LDALearner[source]

Bases: LinearLearner

Implements a Linear Discriminant Analysis (LDA) learner.

- learn: Train the LDA model using decoy and target peaks.

- get_parameters: Retrieve the scaling parameters of the LDA model.

- set_parameters: Set the scaling parameters of the LDA model.

__init__()[source]

get_parameters()[source]: Retrieve the scaling parameters of the LDA model.

learn(decoy_peaks, target_peaks, use_main_score=True)[source]: Train the LDA model using decoy and target peaks.

set_parameters(w)[source]: Set the scaling parameters of the LDA model.