Data classification method
A data classification and classifier technology, applied in the field of data processing, can solve the problems of increasing sample weight, difficult training, incomplete training, etc., to achieve the effect of ensuring complete training, improving accuracy and performance
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[0041] The following further describes the present invention with reference to the accompanying drawings of the specification and specific preferred embodiments, but the protection scope of the present invention is not limited thereby.
[0042] Such as figure 1 As shown, the data classification method of this embodiment includes the following steps:
[0043] S1. Obtain training set samples for training the classifier, and divide the obtained training set samples into equal parts according to the number of iterations required for training to obtain multiple training subset samples;
[0044] S2. Based on the Adaboost algorithm, multiple weak classifiers are used to train each training subset sample, and when each weak classifier is trained, part of the training subset sample and part of the wrong sample combination obtained by the previous weak classifier are selected to form the final After training the training samples of each weak classifier, the final ADB strong classifier is obtai...
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