# Query = Query compound # SE ID = ID of side effect # SE Name = Name of side effect # 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 # Possibility = Probability of side effects Query SE ID SE Name SVM Prob SVM Pred RF Prob RF Pred Possibility Regorafenib C0027497 Nausea 1.0 1 0.991 1 High Regorafenib C0018681 Headache 1.0 1 0.991 1 High Regorafenib C0004093 Asthenia 1.0 1 0.981 1 High Regorafenib C0012833 Dizziness 1.0 1 0.976 1 High Regorafenib C0009806 Constipation 1.0 1 0.975 1 High Regorafenib C0033774 Pruritus 1.0 1 0.961 1 High Regorafenib C0011991 Diarrhoea 1.0 1 0.958 1 High Regorafenib C0013404 Dyspnoea 1.0 1 0.956 1 High Regorafenib C0011603 Dermatitis 1.0 1 0.953 1 High Regorafenib C0030193 Pain 1.0 1 0.952 1 High Regorafenib C0020649 Hypotension 1.0 1 0.951 1 High Regorafenib C0009450 Infection 1.0 1 0.948 1 High Regorafenib C0015230 Rash 1.0 1 0.946 1 High Regorafenib C0004604 Back pain 1.0 1 0.945 1 High Regorafenib C0015672 Fatigue 1.0 1 0.943 1 High Regorafenib C0687713 Gastrointestinal pain 1.0 1 0.939 1 High Regorafenib C0003862 Arthralgia 1.0 1 0.939 1 High Regorafenib C0010200 Cough 1.0 1 0.936 1 High Regorafenib C0000737 Abdominal pain 1.0 1 0.936 1 High Regorafenib C0948594 Musculoskeletal discomfort 1.0 1 0.935 1 High Caffeine C0027497 Nausea 1.0 1 1.0 1 High Caffeine C0018681 Headache 1.0 1 0.998 1 High Caffeine C0015230 Rash 1.0 1 0.996 1 High Caffeine C0011603 Dermatitis 1.0 1 0.996 1 High Caffeine C0009806 Constipation 1.0 1 0.991 1 High Caffeine C0042963 Vomiting 1.0 1 0.991 1 High Caffeine C0020649 Hypotension 1.0 1 0.985 1 High Caffeine C0013404 Dyspnoea 1.0 1 0.953 1 High Caffeine C0040034 Thrombocytopenia 1.0 1 0.946 1 High Caffeine C0085593 Chills 1.0 1 0.932 1 High Caffeine C0013378 Dysgeusia 1.0 1 0.92 1 High Caffeine C0023530 Leukopenia 1.0 1 0.91 1 High Caffeine C0012833 Dizziness 0.997 1 1.0 1 High Caffeine C0004093 Asthenia 0.997 1 0.997 1 High Caffeine C0011991 Diarrhoea 0.997 1 0.987 1 High Caffeine C0000731 Abdominal distension 0.997 1 0.929 1 High Caffeine C0521839 Influenza like illness 0.997 1 0.881 1 High Caffeine C0039231 Tachycardia 0.997 1 0.874 1 High Caffeine C0687713 Gastrointestinal pain 0.996 1 0.999 1 High Caffeine C0000737 Abdominal pain 0.996 1 0.998 1 High 7920 C0027497 Nausea 1.0 1 1.0 1 High 7920 C0018681 Headache 1.0 1 1.0 1 High 7920 C0012833 Dizziness 0.99 1 1.0 1 High 7920 C0009806 Constipation 0.989 1 0.998 1 High 7920 C0042963 Vomiting 0.985 1 1.0 1 High 7920 C0004604 Back pain 0.982 1 0.994 1 High 7920 C0013395 Dyspepsia 0.982 1 0.993 1 High 7920 C0004093 Asthenia 0.981 1 1.0 1 High 7920 C0009450 Infection 0.979 1 0.992 1 High 7920 C0687713 Gastrointestinal pain 0.976 1 1.0 1 High 7920 C0000737 Abdominal pain 0.975 1 1.0 1 High 7920 C0021400 Influenza 0.968 1 0.976 1 High 7920 C0011991 Diarrhoea 0.965 1 0.929 1 High 7920 C0521839 Influenza like illness 0.964 1 0.927 1 High 7920 C0033774 Pruritus 0.963 1 0.965 1 High 7920 C0027441 Nasopharyngitis 0.96 1 0.942 1 High 7920 C0016204 Flatulence 0.958 1 0.985 1 High 7920 C0011603 Dermatitis 0.956 1 0.997 1 High 7920 C0015230 Rash 0.947 1 0.998 1 High 7920 C0003467 Anxiety 0.938 1 0.967 1 High # Start Time: Nov 13 2018 19:26:12 # End Time: Nov 13 2018 19:33:47