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Table 4 Information indices by 5-Fold CV

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

Fold Measures K-NN SVM SCUCC CLCBR ETCBR LWCBR RWCBR
I Precision 0.5000 0.8571 1.0000 0.6667 1.0000 0.8000 1.0000
Recall 0.7143 0.8571 0.2857 0.5714 0.7143 0.5714 0.7143
F1-score 0.5882 0.8571 0.4444 0.6154 0.8333 0.6667 0.8333
G-measure 0.5976 0.8571 0.5345 0.6171 0.8452 0.6761 0.8452
II Precision 0.8571 0.8571 1.0000 0.8000 0.7500 0.3333 1.0000
Recall 0.8571 0.8571 0.8571 0.5714 0.8571 0.2857 0.8571
F1-score 0.8571 0.8571 0.9231 0.6667 0.8000 0.3077 0.9231
G-measure 0.8571 0.8571 0.9258 0.6761 0.8018 0.3086 0.9258
III Precision 0.6000 0.8571 0.8333 0.7500 0.8333 0.7778 0.7778
Recall 0.8571 0.8571 0.7143 0.8571 0.7143 1.0000 1.0000
F1-score 0.7059 0.8571 0.7692 0.8000 0.7692 0.8750 0.8750
G-measure 0.7171 0.8571 0.7715 0.8018 0.7715 0.8819 0.8819
IV Precision 0.7500 1.0000 1.0000 1.0000 0.8750 0.7778 1.0000
Recall 0.8571 1.0000 0.5714 1.0000 1.0000 1.0000 1.0000
F1-score 0.8000 1.0000 0.7273 1.0000 0.9333 0.8750 1.0000
G-measure 0.8018 1.0000 0.7559 1.0000 0.9354 0.8819 1.0000
V Precision 0.5455 0.8571 0.7000 0.6000 1.0000 0.6000 0.7778
Recall 0.8571 0.8571 1.0000 0.8571 1.0000 0.8571 1.0000
F1-score 0.6667 0.8571 0.8235 0.7059 1.0000 0.7059 0.8750
G-measure 0.6838 0.8571 0.8366 0.7171 1.0000 0.7171 0.8819