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- SVD
- ROC curve
- median of TPs and TNs
- PCA
- RandomizedPCA
- IncrementalPCA
- Mean-centering
- Scaling
- http://metaoptimize.com/qa/questions/8076/does-not-centering-data-hurt-when-doing-pca
- http://www.quora.com/Does-scikit-learn-have-a-PCA-implementation-for-sparse-matrices
- http://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.linalg.svds.html#scipy.sparse.linalg.svds
- http://stackoverflow.com/questions/10718455/apply-pca-on-very-large-sparse-matrix
- http://stats.stackexchange.com/questions/134282/relationship-between-svd-and-pca-how-to-use-svd-to-perform-pca
- http://stats.stackexchange.com/questions/94103/pca-on-non-centered-data
- http://stats.stackexchange.com/questions/36254/mean-centering-for-pca-in-a-2d-array-across-rows-or-cols
- SFAM
- EM
- how?
- LDA
- http://stackoverflow.com/questions/10718455/apply-pca-on-very-large-sparse-matrix
- https://pypi.python.org/pypi/lda