2009年3月18日

[Note] 20090325


  • feature significance (without label / subset)
    • tf-idf, c-tf-idf
  • feature significance (with label / subset)
    • MI, x^2, correlation (subset)
  • exploiting feature correlation (without label / transform)
    • PCA, manifold methods (LLE, ISOMAP)
  • exploiting feature correlation (with label / transform)
    • fisher (LDA)
  • optimizing classification (subset)
    • adaboost, maximum entropy
  • exploiting hidden semantics (topics)
    • pLSA, SVD, LSI, Information Bottleneck



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