# Rank = Ranked by SVM Prob and RF Prob # Query ID = Query compound # Match ID = The highest similarity active anti-fungal compound # Max TC = Maximum tanimoto coefficient based on fingerprint # SVM Prob = Probability estimation by support vector machine # SVM Pred = Predict estimation by support vector machine # RF Prob = Probability estimation by random forest # RF Pred = Predict estimation by random forest # Activity = Activity classification (Low, Moderate, High) Rank Query ID Match ID Max TC SVM Prob SVM Pred RF Prob RF Pred Activity 1 Regorafenib CHEMBL499808 0.394 0.633 1 0.703 1 High 2 Memantine CHEMBL123292 0.289 0.575 1 0.36 0 Moderate 3 Nicotinamide CHEMBL123292 0.453 0.114 0 0.287 0 Low # Start Time: Nov 13 2018 16:29:56 # End Time: Nov 13 2018 16:29:59