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Table 9 K-means clustering AC (WebKB, tf-normal)

From: Pairwise document similarity measure based on present term set

 

K = 5

K = 10

K = 15

K = 20

K = 25

K = 30

PDSM

0.5941

0.5989

0.5552

0.6060

0.5745

0.5670

Manhattan

0.4172

0.4296

0.3933

0.4025

0.3947

0.3942

Euclidean

0.5704

0.5893

0.6053

0.6090

0.6251

0.6263

Cosine

0.5667

0.5937

0.6047

0.6013

0.6086

0.6103

EJ

0.5463

0.5754

0.5909

0.5915

0.6160

0.6162

  1. Maximum accuracy is italicized