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Abstract: We present a novel online algorithm called online AdaBoost ECOC (error-correcting output codes) for image classification problems. In recent years, AdaBoost is very successful in many ...

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The original AdaBoost ("adaptive boosting") algorithm is a binary classification technique (predicting a variable that has two possible values, such as the sex of a person). The AdaBoost.R2 ("AdaBoost ...

1 Measurement Center of Guangxi Power Grid Co., Ltd., Nanning, China 2 NARI Group (State Grid Electric Power Research Institute) Co., Ltd., Nanning, China In this paper, the maximal information ...

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Dr. James McCaffrey from Microsoft Research presents a C# program that illustrates using the AdaBoost algorithm to perform binary classification for spam detection. Compared to other classification ...