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Logitboost

Logitboost logo #10101) Classification algorithm
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LogitBoost

LogitBoost logo #21000 LogitBoost is a boosting algorithm formulated by Jerome Friedman, Trevor Hastie, and Robert Tibshirani. The original paper casts the AdaBoost algorithm into a statistical framework. Specifically, if one considers AdaBoost as a generalized additive model and then applies the cost functional of logistic regression, one can derive the LogitBoost algo...
Found on http://en.wikipedia.org/wiki/LogitBoost
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