updated references in ex. to learn from index
Added multiple metrics to KNN model

defaults to Euclidian distance, new options Manhattan, Hamming, & Lazy
Manhattan
resized dataset to to 30K rows
updated class to use smarter feature normalization
updated lr classifier example to match api