add-basic-visualizations

[david-thrower]

1. Add a parameter for the problem at hand [classification | regression]
2. For binary classification, add a confusion matrix and a ROC curve.
3. For multi - class - classification, add a confusion matrix
4. For regression add a feature saliency / manhattan plot.