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AdaBoost Performance Experiments is a document available to read on EtoBox.

Boosting is a general method for improving the performance of learning algorithms. This document describes experiments with a new boosting algorithm called AdaBoost. In the first set of experiments, AdaBoost was compared to the bagging method on various machine learning benchmarks and performed significantly better when used with simpler learning algorithms. In the second set of experiments, AdaBoost improved the performance of a nearest neighbor classifier on a handwritten digit recognition problem by find

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