Python: What does the train () method in the Pybrine do?

The link here says it trainer.train()

returns

double proportional error

What does it mean? I am using BackpropTrainer

to train a neural network for classification. So far, my code has returned values ​​less than 1. Does this mean it validates the training data and returns the ratio of the number of misclassified samples to the total samples?

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Reading the documentation it seems like it trains the data in one epoch. Maybe it doesn't converge in that time, so it returns a mismatch (error).



trainer.trainUntilConvergence()

will train in several eras until it converges. It returns a tuple of each convergence mismatch.

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