White Paper: The Importance Of Training Predictors

Prediction accuracy is of prime concern when evaluating a new software predictor. While the quality of the prediction algorithm impacts accuracy, a more important factor is whether the prediction covers the appropriate chemical space for compounds under investigation. Fortunately the applicable chemical space, and therefore accuracy, can be easily improved with training.