IEEE/ICACT20230167 Slide.11        [Big Slide]       Oral Presentation
Now let's turn to machine learning, we use HisGradient Boosting Classifier to make predictions inspired by the LightGBM algorithm and based on the Gradient Boosting Classifier algorithm. The HistGradient Boosting Classifier algorithm is a tree structure. Instead of using Gini coefficients as in the Random Forest algorithm [11], the training data is first classified into several numerical segments, i.e., the training data is histogrammed, and the splitting points are determined based on the structure of the data after that.

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