mlquality

qoa4ml.probes.mlquality

Functions

classification_confidence(data, score=True)

Compute classification confidence from model output scores or logits.

timeseries_metric(model)

Retrieve all metrics from a Keras Sequential timeseries model.

training_loss(model)

Retrieve the training loss history from a Keras Sequential model.

training_metric(model)

Retrieve the full training history from a Keras Sequential model.

training_val_accuracy(model)

Retrieve the validation accuracy history from a Keras Sequential model.

training_val_loss(model)

Retrieve the validation loss history from a Keras Sequential model.

ts_inference_loss(model)

Retrieve the loss metric from a timeseries model.

ts_inference_mae(model)

Retrieve the mean absolute error metric from a timeseries model.

ts_inference_metric(model, name)

Retrieve a specific inference metric by name from a timeseries model.