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 |