Similarity and Distance Measures in proxyC2 years ago
Notation | Similarity Measures | Cosine similarity ("cosine") | Pearson correlation coefficient ("correlation") | Jaccard similarity ("jaccard" and "ejaccard") | Fuzzy Jaccard similarity ("fjaccard") | Dice similarity ("dice" and "edice") | Hamann similarity ("hamann") | Faith similarity ("faith") | Simple matching ("matching") | Distance Measures | Manhattan distance ("manhattan") | Canberra distance ("canberra") | Euclidian ("euclidian") | Minkowski distance ("minkowski") | Hamming distance ("hamming") | The largest difference between values ("maximum") | Chi-squared divergence ("chisquared") | Kullback--Leibler divergence ("kullback") | Jeffreys divergence ("jeffreys") | Jensen-Shannon divergence ("jensen") | References