"training_dataset = dataset.iloc[:split_index].reset_index(drop=True)#We drop the index respectively relabel the index\n", "testing_dataset = dataset.iloc[split_index ...

ID3 (Iterative Dichotomiser 3) is a machine learning algorithm developed by Ross Quinlan in 1986. It is widely used in classification problems. This algorithm creates a decision tree structure to ...

Abstract: as the classical algorithm of the decision tree classification algorithm, ID3 is famous for the merits of high classifying speed easy, strong learning ability and easy construction. But when ...

Abstract: Aimed at solving the problem of tendency to multi-value attribute and huge computational complexity in ID3 algorithm, we proposed a new way to choose the splitting attribute. And a new ...

Decision tree is an effective supervised learning method for solving classification and regression problems. This article combines the Pearson correlation coefficient with the CART decision tree, ...