Freaks City

Manual Clustering with Playing Cards Draw 30 cards randomly and select three initial cluster centers with face values 10, 4, and 2. Assign the remaining cards to the nearest center based on absolute difference. Compute the means of the three groups; suppose they become 11, 5, and 2. Use these new centers to reassign the cards, then recompute th ...

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: ...