Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms

Table 3

The means of the A_c, F_m, R_e, and P_r values (%) for 14 datasets and the standard and the weighted K-means++ clustering approaches.

Means	Standard	Correlation	Gain ratio	Info gain	Relief
	84.43	84.54	85.09	85.50	84.48
	74.01	74.37	75.32	76.05	73.49
	78.50	77.42	79.69	80.03	76.54
	70.71	71.48	72.52	73.23	71.13

The A_c, F_m, R_e and P_r values (%) higher than the standard approach. The highest means of A_c, F_m, R_e, and P_r values (%).