References: P. Winston, 1992. C4.5 is a software extension of the basic ID3 algorithm designed by Quinlan to address the following issues not dealt with by ID3: Avoiding overfitting the data Determining how deeply to grow a decision tree. Reduced error pruning. Rule post-pruning. Handling continuous attributes. e.g., temperature Choosing an appropriate attribute selection measure. Handling trainin