Implementing and Evaluating Eight Machine Learning Algorithms on the Iris Dataset with 5-Fold Cross-Validation

This document details the implementation and evaluation of eight machine learning algorithms on the classic Iris dataset using 5-fold cross-validation. The algorithms include: Logistic Regression, C4.5 Decision Tree (with pre- and post-pruning), SMO-based SVM, BP Neural Network, Naive Bayes, K-means Clustering, and Random Forest. Experiment 1: ...

Posted on Thu, 07 May 2026 09:29:13 +0000 by robs99