Table 15 Ablation study: accuracy comparison across variants.
From: Hybrid deep learning framework for accurate classification of high dimensional genomic data
Model Variant | GSE72056 | TCGA-BRCA | ENCSR000AED |
|---|---|---|---|
CNN-only | 87.1% | 86.2% | 85.8% |
TabNet-only | 88.3% | 87.5% | 86.6% |
TabNet + CNN (without AFR) | 90.0% | 89.1% | 88.0% |
Proposed (TabNet + AFR + CNN) | 91.4% | 90.8% | 89.5% |
