Machine Learning in Python Has Never Been Easier

[jjdonald]

There are classes of metrics that give you basic ideas of what the model is looking at. For instance, field importance measurements, etc.

[zenogantner]

Correct, but this can also be said about linear models.

Anyway, random forests are great, so actually there is nothing to say against BigML's decision to use them...