Table 1. Comparison of accuracy values for the given classifiers.

Classifier Accuracy (%age) %age improvement
Un-Normalized Normalized
LDA 89.83 89.83 0%
KNN 46.87 82.80 76.66%
NB 88.19 88.19 0%
SVM 53.40 88.75 66.20%