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Accuracy of non-linear (SVM) and linear discriminator in classification of red/ox states based on different domain level features.
| Features | Rab | Rab' | Raa' | Rbb' | Rba' | Rb’a' | θabb' | θbb’a' | Φabb’a' |
|---|---|---|---|---|---|---|---|---|---|
| Linear discriminator | 69% | 76% | 60% | 67% | 72% | 93% | 80% | 60% | 69% |
| Non-linear discriminator (SVM) | 73% | 76% | 62% | 80% | 72% | 93% | 80% | 61% | 75% |
R: inter-domain distance; θ: angle; Φ: dihedral torsion.
