Compocyte.core.models.dummy_classifier

Classes

DummyClassifier(labels, **kwargs)

class Compocyte.core.models.dummy_classifier.DummyClassifier(labels, **kwargs)

Bases: object

Parameters:

labels (list)

__init__(labels, **kwargs)

Dummy classifier for test cases in which there is only one available child label. Will return the available label as prediction for all input cells with a simulated activation of 1.

Parameters:

labels (list) – Labels available during training. Should have length 1 to use DummyClassifier.

fit(*args, **kwargs)

predict_logits(x)

Parameters:

x (array)

Return type:

array

predict(x, **kwargs)

Parameters:

x (array)

Return type:

array