Comparison with and without phylogenetic tree information and different microbial features representation.
| Dataset . | Raw feature(O) AUC(%) . | Raw feature (O + L) AUC(%) . | Raw feature (O + P) AUC(%) . | Raw feature (O + L + P) AUC(%) . |
|---|---|---|---|---|
| IBD | 89.88 | 91.29 | 91.29 | 91.82 |
| Obesity | 68.09 | 68.92 | 69.06 | 69.70 |
| Colorectal | 68.90 | 70.62 | 72.01 | 76.64 |
| EW-T2D | 68.09 | 68.92 | 69.76 | 73.18 |
| Cirrhosis | 94.48 | 94.49 | 94.52 | 94.69 |
| C-T2D | 77.86 | 77.96 | 78.42 | 78.96 |
| Li_ASD | 76.48 | 78.48 | 78.96 | 80.66 |
| Dataset . | Raw feature(O) AUC(%) . | Raw feature (O + L) AUC(%) . | Raw feature (O + P) AUC(%) . | Raw feature (O + L + P) AUC(%) . |
|---|---|---|---|---|
| IBD | 89.88 | 91.29 | 91.29 | 91.82 |
| Obesity | 68.09 | 68.92 | 69.06 | 69.70 |
| Colorectal | 68.90 | 70.62 | 72.01 | 76.64 |
| EW-T2D | 68.09 | 68.92 | 69.76 | 73.18 |
| Cirrhosis | 94.48 | 94.49 | 94.52 | 94.69 |
| C-T2D | 77.86 | 77.96 | 78.42 | 78.96 |
| Li_ASD | 76.48 | 78.48 | 78.96 | 80.66 |
Comparison with and without phylogenetic tree information and different microbial features representation.
| Dataset . | Raw feature(O) AUC(%) . | Raw feature (O + L) AUC(%) . | Raw feature (O + P) AUC(%) . | Raw feature (O + L + P) AUC(%) . |
|---|---|---|---|---|
| IBD | 89.88 | 91.29 | 91.29 | 91.82 |
| Obesity | 68.09 | 68.92 | 69.06 | 69.70 |
| Colorectal | 68.90 | 70.62 | 72.01 | 76.64 |
| EW-T2D | 68.09 | 68.92 | 69.76 | 73.18 |
| Cirrhosis | 94.48 | 94.49 | 94.52 | 94.69 |
| C-T2D | 77.86 | 77.96 | 78.42 | 78.96 |
| Li_ASD | 76.48 | 78.48 | 78.96 | 80.66 |
| Dataset . | Raw feature(O) AUC(%) . | Raw feature (O + L) AUC(%) . | Raw feature (O + P) AUC(%) . | Raw feature (O + L + P) AUC(%) . |
|---|---|---|---|---|
| IBD | 89.88 | 91.29 | 91.29 | 91.82 |
| Obesity | 68.09 | 68.92 | 69.06 | 69.70 |
| Colorectal | 68.90 | 70.62 | 72.01 | 76.64 |
| EW-T2D | 68.09 | 68.92 | 69.76 | 73.18 |
| Cirrhosis | 94.48 | 94.49 | 94.52 | 94.69 |
| C-T2D | 77.86 | 77.96 | 78.42 | 78.96 |
| Li_ASD | 76.48 | 78.48 | 78.96 | 80.66 |
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