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Boosting with the Logistic Loss is Consistent

Published on Aug 09, 20133856 Views

This manuscript provides optimization guarantees, generalization bounds, and statistical consistency results for AdaBoost variants which replace the exponential loss with the logistic and similar loss

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Boosting with the Logistic Loss is Consistent - 100:00
Boosting with the Logistic Loss is Consistent - 100:01
Nonseparable case01:50
Separable case03:54