Partition index is a measure ofvalidity similar to partition coeGcient, based on using Pj = ci=1 (uij)m as a measure ofhow well the jth data point has been classi- 2ed. The closer a pixel is to a codebook entry, the closer Pj is to one. Ifa pixel becomes an outlier to all cluster centers, the value of Pj approaches 1=cm − 1, which is the minimum value it can have.

final code\banana.mat
..........\betai.m
..........\Euclidean.m
..........\fcmm2.m
..........\JPim.m
..........\MySVRFunc.m
..........\PIM.m
..........\RipleyTest.mat
..........\RipleyTrain.mat
..........\updatea2.m
..........\updatemu2.m
final code

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