The accuracy rankings among the five classifiers are 1-nearest neighbor (highest), 3-nearest neighbor multilayer perceptron, J48 decision tree, and BayesNet (lowest), respectively.
With the use of only 7 in Feature Set 2, an equivalent accuracy can be achieved across all the classifiers.