missing features for prediction

[ppdebreuck]

If some features are missing (from the optimal ones), when featurizing novel compounds (for predicting stage), predict() will not work. This happens for instance when some elements are not present in this prediction set, and corresponding features are thus not generated, but could have been selected during training.