New data (generated new train and test data)
Test accuracies for MLC without any feature selection:
#1- 88.63
#2- 79.54
#3- 86.36
#4- 95.45
BMA weights without any feature selection:
119.82
115.02
118.98
119.94
BMA test accuracy without any feature selection:
90.9
PCA results:
Test accuracies for MLC:
#1- 88.63
#2- 81.82
#3- 90.91
#4- 90.91
BMA weights:
118.39
113.44
113.21
118.50
BMA test accuracy:
90.9
Feature subset:
Test accuracies for MLC:
#1- 93.18
#2- 88.64
#3- 93.18
#4- 97.72
Class Accuracies
#1 #2 #3 #4
#1 92.85 100 90 88.88
#2 100 100 90 77.77
#3 92.85 100 90 88.88
#4 92.85 100 100 100
BMA weights: 116.99 113.07 109.75 120.02
BMA test accuracy: 93.18
Class accuracies: #1- 92.85 #2- 100 #3- 90 #4- 88.88