Comparison | Accuracy | Kappa statistic | Classification model |
---|---|---|---|
Archaea (56) vs. Bacteria (600) vs. Eukarya (87) | 93.54% (89.50%) | 0.81 (0.62) | Functions.Logistic |
Prokarya (656) vs. Eukarya (87) | 98.25% (96.90%) | 0.91 (0.84) | Functions.MultilayerPerceptron |
Unicellular (44) vs. Multicellular (43) Eukarya | 96.55% (96.55%) | 0.93 (0.93) | Rules.JRip |
Free-living (525) vs. Host-associated (61) Bacteria | 91.98% (92.32%) | 0.45 (0.48) | Rules.OneR |
Immotile (202) vs. Motile (322) Bacteria | 72.33% (72.14%) | 0.40 (0.40) | Lazy.IB1 |
Anaerobe (253) vs. Facultative aerobe (170) vs. Aerobe (253) | 61.20% (57.92%) | 0.38 (0.33) | Trees.RandomForest |
Halotolerant (4) vs. Halophile (15) Bacteria | 78.95% | 0.00 | Functions.LibSVM |
Psychrophile (24) vs. Mesophile (508) vs. Thermophile (61) Bacteria | 86.00% | 0.04 | Functions.LibSVM |