Research Article
Performance Assessment of Classification Algorithms on Early Detection of Liver Syndrome
Table 10
Results of CCI and ICI achieved via each classifier.
| S. no. | Technique | CCI | ICI |
| 1 | A1DE | 403 (69.1%) | 180 (30.9%) | 2 | NB | 325 (55.7%) | 258 (44.3%) | 3 | MLP | 398 (68.3%) | 185 (31.7%) | 4 | SVM | 416 (71.4%) | 167 (28.6%) | 5 | KNN | 374 (64.2%) | 209 (35.8%) | 6 | CHIRP | 411 (70.5%) | 172 (29.5%) | 7 | CDT | 403 (69.1%) | 180 (30.9%) | 8 | Forest-PA | 401 (68.8%) | 182 (31.2%) | 9 | J48 | 402 (69%) | 181 (31%) | 10 | RF | 404 (69.3%) | 179 (30.7%) |
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