Cancer Detection on Lung cancer
95F1 ScoreRGE-GCN
Evaluation results
| Method | Links | |
|---|---|---|
| RGE-GCN#Genes=3085, Classifier=Multilayer Perceptron2025.12 | 95 | |
| RGE-GCN#Genes=3085, Classifier=Graph Convolutional Network2025.12 | 94.8 | |
| RGE-GCN#Genes=3085, Classifier=Support Vector Machine2025.12 | 94.2 | |
| RGE-GCN#Genes=3085, Classifier=Random Forest2025.12 | 93 | |
| limma-voom#Genes=859, Classifier=Random Forest2025.12 | 93 | |
| DESeq2#Genes=3287, Classifier=Random Forest2025.12 | 92.9 | |
| edgeR#Genes=883, Classifier=Random Forest2025.12 | 92.8 | |
| edgeR#Genes=883, Classifier=Multilayer Perceptron2025.12 | 92.6 | |
| DESeq2#Genes=3287, Classifier=Multilayer Perceptron2025.12 | 92.4 | |
| edgeR#Genes=883, Classifier=Graph Convolutional Network2025.12 | 92.3 | |
| limma-voom#Genes=859, Classifier=Graph Convolutional Network2025.12 | 92 | |
| limma-voom#Genes=859, Classifier=Multilayer Perceptron2025.12 | 91.8 | |
| DESeq2#Genes=3287, Classifier=Graph Convolutional Network2025.12 | 91.4 | |
| edgeR#Genes=883, Classifier=Support Vector Machine2025.12 | 91.4 | |
| limma-voom#Genes=859, Classifier=Support Vector Machine2025.12 | 91.1 | |
| DESeq2#Genes=3287, Classifier=Support Vector Machine2025.12 | 88.4 |