Research Article
An Improved Kernel Credal Classification Algorithm Based on Regularized Mahalanobis Distance: Application to Microarray Data Analysis
Table 3
Comparative results for Leukemia dataset.
| | ID Genes | Approach | | |
| | 4847 2020 | ECM | 2.78% | 20.83% | | KECM | 2.78% | 16.67% | | CCR | 4.17% | 8.33% | | KCCR | 4.17% | 8.33% | | MKCCR-reg (p=2) | 9.72% | 5.56% |
| | 6041 6855 | ECM | 9.72% | 12.50% | | KECM | 6.94% | 15.28% | | CCR | 12.50% | 4.17% | | KCCR | 9.72% | 6.94% | | MKCCR-reg (p=2) | 5.56% | 2.78% |
| | 6041 6855 2020 | ECM | 9.72% | 8.33% | | KECM | 5.56% | 13.89% | | CCR | 8.33% | 6.94% | | KCCR | 6.94% | 8.33% | | MKCCR-reg (p=3) | 2.78% | 1.39% |
| | 6041 6855 3252 2020 | ECM | 5.56% | 2.78% | | KECM | 5.56% | 4.17% | | CCR | 6.94% | 1.39% | | KCCR | 4.17% | 4.17% | | MKCCR-reg (p=4) | 6.94% | 1.39% |
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