Add fit_predict() convenience function

[rhiever]

To fully integrate with the sklearn interface, let's add a fit_predict() function that takes training data just as the fit() function does, and simply calls fit() and predict(), e.g.,

self.fit(training_features, training_classes)
return self.predict(training_features)