ltbio.ml.supervised.results

Overview

Classes

PredictionResults	Stores the results of predictions made with of a supervised ML model.
SupervisedTrainResults	Stores the results of a training session of a supervised ML model.

Contents

class ltbio.ml.supervised.results.PredictionResults(loss: float, test_dataset: ltbio.ml.datasets.BiosignalDataset.BiosignalDataset, predictions: tuple, evaluation_metrics: Collection[ltbio.ml.metrics.Metric] = None, name: str = None)

Stores the results of predictions made with of a supervised ML model.

property biosignals

property timeseries

class ltbio.ml.supervised.results.SupervisedTrainResults(train_losses: list, validation_losses: list)

Stores the results of a training session of a supervised ML model.