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Table 5 Comprehensive statistics for information indices

From: A rank weighted classification for plasma proteomic profiles based on case-based reasoning

Measures Statistics K-NN SVM SCUCC CLCBR ETCBR LWCBR RWCBR
Precision MIN 0.5000 0.8571 0.7000 0.6000 0.7500 0.3333 0.7778
AVG 0.6506 0.8857 0.9067 0.7633 0.8917 0.6578 0.9111
STD 0.1490 0.0639 0.1362 0.1529 0.1087 0.1985 0.1217
MAX 0.8571 1.0000 1.0000 1.0000 1.0000 0.8000 1.0000
Recall MIN 0.7143 0.8571 0.2857 0.5714 0.7143 0.2857 0.7143
AVG 0.8285 0.8857 0.6857 0.7714 0.8571 0.7428 0.9143
STD 0.0639 0.0639 0.2748 0.1917 0.1429 0.3097 0.1278
MAX 0.8571 1.0000 1.0000 1.0000 1.0000 1.0000 1.0000
F1-score MIN 0.5882 0.8571 0.4444 0.6154 0.7692 0.3077 0.8333
AVG 0.7236 0.8857 0.7375 0.7576 0.8672 0.6861 0.9013
STD 0.1067 0.0639 0.1795 0.1514 0.0965 0.2320 0.0637
MAX 0.8571 1.0000 0.9231 1.0000 1.0000 0.8750 1.0000
G-measure MIN 0.5976 0.8571 0.5345 0.6171 0.7715 0.3086 0.8452
AVG 0.7221 0.8857 0.7649 0.7624 0.8708 0.6931 0.9070
STD 0.1088 0.0639 0.1451 0.1488 0.0951 0.2345 0.0593
MAX 0.8571 1.0000 0.9258 1.0000 1.0000 0.8819 1.0000
  1. Note: MIN the minimum, AVG average, STD standard deviation, MAX the maximum