Figure 2From: Implementation of multiple-instance learning in drug activity predictionOverview of the MILES approach. (1) Structure preprocessing and conformational sampling. (2) Creating pharmacophore fingerprints and significance analysis of pharmacophore models. (3) Instance-based feature mapping based on structural similarity measures. (4) Joint feature selection and classification using 1-norm SVM.Back to article page