Reading file UCI-X-train_pca_0_34.csv Reading file UCI-X-test_pca_0_34.csv Reading file UCI-Y-train.csv Reading file UCI-Y-test.csv Naive Bayes Training Set Results Confusion Matrix Classified As Truth 0 1 2 3 4 5 0 1118 78 30 0 0 0 1 30 1008 35 0 0 0 2 24 81 881 0 0 0 3 0 1 6 948 304 27 4 2 1 3 144 1219 5 5 0 0 0 0 0 1407 Naive Bayes Test Set Results Confusion Matrix Classified As Truth 0 1 2 3 4 5 0 275 8 213 0 0 0 1 0 357 114 0 0 0 2 0 26 394 0 0 0 3 2 1 3 371 94 20 4 6 2 5 73 432 14 5 0 0 0 0 0 537 ----------------- Building KNN Classifier KNN Training Set Results Confusion Matrix Classified As Truth 0 1 2 3 4 5 0 1174 26 26 0 0 0 1 21 1026 26 0 0 0 2 23 48 915 0 0 0 3 0 1 0 940 334 11 4 0 0 0 198 1176 0 5 0 5 1 0 4 1397 KNN Test Set Results Confusion Matrix Classified As Truth 0 1 2 3 4 5 0 324 3 169 0 0 0 1 3 353 115 0 0 0 2 4 19 397 0 0 0 3 0 6 0 379 106 0 4 1 4 0 82 445 0 5 0 1 0 0 0 536