Drug Side Effect Predictor

Input Compound

O=C(C3NCCC(OC2CCC(NC(=O)NC1CC(C(Cl)CC1)C(F)(F)F)C(F)C2)C3)NC Regorafenib
CN1CNC2C1C(=O)N(C(=O)N2C)C Caffeine
C1C(CCC2C(=O)C3CCCCC3C(=O)C12)OC 7920

Results Description

SVM Prob and RF Prob are probability estimates provide by Support Vector Machine (SVM) and Random Forest (RF) method, respectively.
SVM Prob > 0.5 or RF Prob > 0.5 generally indicates that the queried compound may have potential side effects.
Click to download all analytical results: Download

ID	Query	SE ID	SE Name	SVM Prob	RF Prob	Possibility
1	Regorafenib
		C0027497	Nausea	1.0	0.991	High
		C0018681	Headache	1.0	0.991	High
		C0004093	Asthenia	1.0	0.981	High
		C0012833	Dizziness	1.0	0.976	High
		C0009806	Constipation	1.0	0.975	High
		C0033774	Pruritus	1.0	0.961	High
		C0011991	Diarrhoea	1.0	0.958	High
		C0013404	Dyspnoea	1.0	0.956	High
		C0011603	Dermatitis	1.0	0.953	High
		C0030193	Pain	1.0	0.952	High
		C0020649	Hypotension	1.0	0.951	High
		C0009450	Infection	1.0	0.948	High
		C0015230	Rash	1.0	0.946	High
		C0004604	Back pain	1.0	0.945	High
		C0015672	Fatigue	1.0	0.943	High
		C0687713	Gastrointestinal pain	1.0	0.939	High
		C0003862	Arthralgia	1.0	0.939	High
		C0010200	Cough	1.0	0.936	High
		C0000737	Abdominal pain	1.0	0.936	High
		C0948594	Musculoskeletal discomfort	1.0	0.935	High
2	Caffeine
		C0027497	Nausea	1.0	1.0	High
		C0018681	Headache	1.0	0.998	High
		C0015230	Rash	1.0	0.996	High
		C0011603	Dermatitis	1.0	0.996	High
		C0009806	Constipation	1.0	0.991	High
		C0042963	Vomiting	1.0	0.991	High
		C0020649	Hypotension	1.0	0.985	High
		C0013404	Dyspnoea	1.0	0.953	High
		C0040034	Thrombocytopenia	1.0	0.946	High
		C0085593	Chills	1.0	0.932	High
		C0013378	Dysgeusia	1.0	0.92	High
		C0023530	Leukopenia	1.0	0.91	High
		C0012833	Dizziness	0.997	1.0	High
		C0004093	Asthenia	0.997	0.997	High
		C0011991	Diarrhoea	0.997	0.987	High
		C0000731	Abdominal distension	0.997	0.929	High
		C0521839	Influenza like illness	0.997	0.881	High
		C0039231	Tachycardia	0.997	0.874	High
		C0687713	Gastrointestinal pain	0.996	0.999	High
		C0000737	Abdominal pain	0.996	0.998	High
3	7920
		C0027497	Nausea	1.0	1.0	High
		C0018681	Headache	1.0	1.0	High
		C0012833	Dizziness	0.99	1.0	High
		C0009806	Constipation	0.989	0.998	High
		C0042963	Vomiting	0.985	1.0	High
		C0004604	Back pain	0.982	0.994	High
		C0013395	Dyspepsia	0.982	0.993	High
		C0004093	Asthenia	0.981	1.0	High
		C0009450	Infection	0.979	0.992	High
		C0687713	Gastrointestinal pain	0.976	1.0	High
		C0000737	Abdominal pain	0.975	1.0	High
		C0021400	Influenza	0.968	0.976	High
		C0011991	Diarrhoea	0.965	0.929	High
		C0521839	Influenza like illness	0.964	0.927	High
		C0033774	Pruritus	0.963	0.965	High
		C0027441	Nasopharyngitis	0.96	0.942	High
		C0016204	Flatulence	0.958	0.985	High
		C0011603	Dermatitis	0.956	0.997	High
		C0015230	Rash	0.947	0.998	High
		C0003467	Anxiety	0.938	0.967	High