P450 Analyzer: Prediction of P450 inducer and inhibitors
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Characteristics of the training sets and prediction accuracy of consensus QSAR models for CYPs inhibitors.

CYPs Number of compounds Interval of values Mean R2 Q2 SD
1A2 1216[1.6:8.8]5.470.9990.6800.625
2C9 1657[1.6:9.0]5.280.9940.6090.512
2C19 930[2.8:8.3]5.160.9920.5010.519
2D6 1588[1.2:9.2]5.320.9720.5660.567
3A4 3299[1.4:10.3]5.390.9920.6400.528

The results of SAR prediction for classification .

CYPs Inhibition Induction
Npos IAP, LOO CV Npos IAP, LOO CV
1A238820.923260.908
2D629570.891
2C936730.855280.831
2C1935970.85580.834
3A468040.873780.873