Question: Derive the logitBoost algorithm by replacing the exponential loss in AdaBoost with the logistic loss: l ???? Fx, y = ln ???? 1 +

Derive the logitBoost algorithm by replacing the exponential loss in AdaBoost with the logistic loss:

l

????

F¹xº, y



= ln

????

1 + e????y F¹xº

.

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