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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL258

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL258 (TID: 10140), and it has 2615 rows and 358 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent FCFP 1024-bit Molecular Fingerprints which were generated from SMILES strings. Feature selection was applied to this dataset. The fingerprints were obtained using the Pipeline Pilot program, Dassault Systèmes BIOVIA. Generating Fingerprints do not usually require missing value imputation as all bits are generated.

360 features

pXC50 (target)	numeric	642 unique values 0 missing
molecule_id (row identifier)	nominal	2615 unique values 0 missing
FCFP4_1024b22	numeric	2 unique values 0 missing
FCFP4_1024b460	numeric	2 unique values 0 missing
FCFP4_1024b220	numeric	2 unique values 0 missing
FCFP4_1024b635	numeric	2 unique values 0 missing
FCFP4_1024b221	numeric	2 unique values 0 missing
FCFP4_1024b619	numeric	2 unique values 0 missing
FCFP4_1024b222	numeric	2 unique values 0 missing
FCFP4_1024b351	numeric	2 unique values 0 missing
FCFP4_1024b223	numeric	2 unique values 0 missing
FCFP4_1024b54	numeric	2 unique values 0 missing
FCFP4_1024b224	numeric	2 unique values 0 missing
FCFP4_1024b644	numeric	2 unique values 0 missing
FCFP4_1024b225	numeric	2 unique values 0 missing
FCFP4_1024b37	numeric	2 unique values 0 missing
FCFP4_1024b226	numeric	2 unique values 0 missing
FCFP4_1024b760	numeric	2 unique values 0 missing
FCFP4_1024b227	numeric	2 unique values 0 missing
FCFP4_1024b521	numeric	2 unique values 0 missing
FCFP4_1024b228	numeric	2 unique values 0 missing
FCFP4_1024b167	numeric	2 unique values 0 missing
FCFP4_1024b229	numeric	2 unique values 0 missing
FCFP4_1024b751	numeric	2 unique values 0 missing
FCFP4_1024b23	numeric	2 unique values 0 missing
FCFP4_1024b641	numeric	2 unique values 0 missing
FCFP4_1024b230	numeric	2 unique values 0 missing
FCFP4_1024b855	numeric	2 unique values 0 missing
FCFP4_1024b232	numeric	2 unique values 0 missing
FCFP4_1024b71	numeric	2 unique values 0 missing
FCFP4_1024b233	numeric	2 unique values 0 missing
FCFP4_1024b461	numeric	2 unique values 0 missing
FCFP4_1024b234	numeric	2 unique values 0 missing
FCFP4_1024b900	numeric	2 unique values 0 missing
FCFP4_1024b235	numeric	2 unique values 0 missing
FCFP4_1024b576	numeric	2 unique values 0 missing
FCFP4_1024b236	numeric	2 unique values 0 missing
FCFP4_1024b10	numeric	2 unique values 0 missing
FCFP4_1024b237	numeric	2 unique values 0 missing
FCFP4_1024b675	numeric	2 unique values 0 missing
FCFP4_1024b238	numeric	2 unique values 0 missing
FCFP4_1024b817	numeric	2 unique values 0 missing
FCFP4_1024b239	numeric	2 unique values 0 missing
FCFP4_1024b182	numeric	2 unique values 0 missing
FCFP4_1024b24	numeric	2 unique values 0 missing
FCFP4_1024b18	numeric	2 unique values 0 missing
FCFP4_1024b240	numeric	2 unique values 0 missing
FCFP4_1024b876	numeric	2 unique values 0 missing
FCFP4_1024b241	numeric	2 unique values 0 missing
FCFP4_1024b4	numeric	2 unique values 0 missing
FCFP4_1024b242	numeric	2 unique values 0 missing
FCFP4_1024b176	numeric	2 unique values 0 missing
FCFP4_1024b243	numeric	2 unique values 0 missing
FCFP4_1024b614	numeric	2 unique values 0 missing
FCFP4_1024b244	numeric	2 unique values 0 missing
FCFP4_1024b309	numeric	2 unique values 0 missing
FCFP4_1024b245	numeric	2 unique values 0 missing
FCFP4_1024b536	numeric	2 unique values 0 missing
FCFP4_1024b246	numeric	2 unique values 0 missing
FCFP4_1024b196	numeric	2 unique values 0 missing
FCFP4_1024b247	numeric	2 unique values 0 missing
FCFP4_1024b458	numeric	2 unique values 0 missing
FCFP4_1024b248	numeric	2 unique values 0 missing
FCFP4_1024b504	numeric	2 unique values 0 missing
FCFP4_1024b249	numeric	2 unique values 0 missing
FCFP4_1024b793	numeric	2 unique values 0 missing
FCFP4_1024b25	numeric	2 unique values 0 missing
FCFP4_1024b602	numeric	2 unique values 0 missing
FCFP4_1024b250	numeric	2 unique values 0 missing
FCFP4_1024b936	numeric	2 unique values 0 missing
FCFP4_1024b251	numeric	2 unique values 0 missing
FCFP4_1024b596	numeric	2 unique values 0 missing
FCFP4_1024b252	numeric	2 unique values 0 missing
FCFP4_1024b453	numeric	2 unique values 0 missing
FCFP4_1024b253	numeric	2 unique values 0 missing
FCFP4_1024b86	numeric	2 unique values 0 missing
FCFP4_1024b254	numeric	2 unique values 0 missing
FCFP4_1024b20	numeric	2 unique values 0 missing
FCFP4_1024b255	numeric	2 unique values 0 missing
FCFP4_1024b283	numeric	2 unique values 0 missing
FCFP4_1024b257	numeric	2 unique values 0 missing
FCFP4_1024b844	numeric	2 unique values 0 missing
FCFP4_1024b259	numeric	2 unique values 0 missing
FCFP4_1024b971	numeric	2 unique values 0 missing
FCFP4_1024b26	numeric	2 unique values 0 missing
FCFP4_1024b434	numeric	2 unique values 0 missing
FCFP4_1024b260	numeric	2 unique values 0 missing
FCFP4_1024b258	numeric	2 unique values 0 missing
FCFP4_1024b261	numeric	1 unique values 0 missing
FCFP4_1024b204	numeric	2 unique values 0 missing
FCFP4_1024b262	numeric	2 unique values 0 missing
FCFP4_1024b19	numeric	2 unique values 0 missing
FCFP4_1024b263	numeric	2 unique values 0 missing
FCFP4_1024b632	numeric	2 unique values 0 missing
FCFP4_1024b264	numeric	2 unique values 0 missing
FCFP4_1024b977	numeric	2 unique values 0 missing
FCFP4_1024b265	numeric	2 unique values 0 missing
FCFP4_1024b603	numeric	2 unique values 0 missing
FCFP4_1024b266	numeric	2 unique values 0 missing
FCFP4_1024b143	numeric	2 unique values 0 missing
FCFP4_1024b267	numeric	2 unique values 0 missing
FCFP4_1024b913	numeric	2 unique values 0 missing
FCFP4_1024b268	numeric	2 unique values 0 missing
FCFP4_1024b107	numeric	2 unique values 0 missing
FCFP4_1024b269	numeric	2 unique values 0 missing
FCFP4_1024b231	numeric	2 unique values 0 missing
FCFP4_1024b27	numeric	2 unique values 0 missing
FCFP4_1024b200	numeric	2 unique values 0 missing
FCFP4_1024b270	numeric	2 unique values 0 missing
FCFP4_1024b702	numeric	2 unique values 0 missing
FCFP4_1024b271	numeric	2 unique values 0 missing
FCFP4_1024b1000	numeric	2 unique values 0 missing
FCFP4_1024b272	numeric	2 unique values 0 missing
FCFP4_1024b604	numeric	2 unique values 0 missing
FCFP4_1024b273	numeric	2 unique values 0 missing
FCFP4_1024b284	numeric	2 unique values 0 missing
FCFP4_1024b274	numeric	1 unique values 0 missing
FCFP4_1024b875	numeric	2 unique values 0 missing
FCFP4_1024b275	numeric	2 unique values 0 missing
FCFP4_1024b783	numeric	2 unique values 0 missing
FCFP4_1024b276	numeric	2 unique values 0 missing
FCFP4_1024b723	numeric	2 unique values 0 missing
FCFP4_1024b277	numeric	2 unique values 0 missing
FCFP4_1024b475	numeric	2 unique values 0 missing
FCFP4_1024b278	numeric	2 unique values 0 missing
FCFP4_1024b177	numeric	2 unique values 0 missing
FCFP4_1024b279	numeric	2 unique values 0 missing
FCFP4_1024b327	numeric	2 unique values 0 missing
FCFP4_1024b28	numeric	2 unique values 0 missing
FCFP4_1024b643	numeric	2 unique values 0 missing
FCFP4_1024b280	numeric	2 unique values 0 missing
FCFP4_1024b732	numeric	2 unique values 0 missing
FCFP4_1024b281	numeric	2 unique values 0 missing
FCFP4_1024b1020	numeric	2 unique values 0 missing
FCFP4_1024b282	numeric	2 unique values 0 missing
FCFP4_1024b360	numeric	2 unique values 0 missing
FCFP4_1024b285	numeric	2 unique values 0 missing
FCFP4_1024b529	numeric	2 unique values 0 missing
FCFP4_1024b286	numeric	2 unique values 0 missing
FCFP4_1024b152	numeric	2 unique values 0 missing
FCFP4_1024b287	numeric	2 unique values 0 missing
FCFP4_1024b827	numeric	2 unique values 0 missing
FCFP4_1024b288	numeric	2 unique values 0 missing
FCFP4_1024b73	numeric	2 unique values 0 missing
FCFP4_1024b289	numeric	2 unique values 0 missing
FCFP4_1024b799	numeric	2 unique values 0 missing
FCFP4_1024b29	numeric	2 unique values 0 missing
FCFP4_1024b669	numeric	2 unique values 0 missing
FCFP4_1024b290	numeric	2 unique values 0 missing
FCFP4_1024b256	numeric	2 unique values 0 missing
FCFP4_1024b291	numeric	2 unique values 0 missing
FCFP4_1024b65	numeric	2 unique values 0 missing
FCFP4_1024b292	numeric	2 unique values 0 missing
FCFP4_1024b316	numeric	2 unique values 0 missing
FCFP4_1024b293	numeric	2 unique values 0 missing
FCFP4_1024b943	numeric	2 unique values 0 missing
FCFP4_1024b294	numeric	2 unique values 0 missing
FCFP4_1024b203	numeric	2 unique values 0 missing
FCFP4_1024b295	numeric	2 unique values 0 missing
FCFP4_1024b681	numeric	2 unique values 0 missing
FCFP4_1024b296	numeric	2 unique values 0 missing
FCFP4_1024b1021	numeric	2 unique values 0 missing
FCFP4_1024b297	numeric	2 unique values 0 missing
FCFP4_1024b738	numeric	2 unique values 0 missing
FCFP4_1024b298	numeric	2 unique values 0 missing
FCFP4_1024b199	numeric	2 unique values 0 missing
FCFP4_1024b299	numeric	2 unique values 0 missing
FCFP4_1024b74	numeric	2 unique values 0 missing
FCFP4_1024b3	numeric	2 unique values 0 missing
FCFP4_1024b599	numeric	2 unique values 0 missing
FCFP4_1024b30	numeric	2 unique values 0 missing
FCFP4_1024b455	numeric	2 unique values 0 missing
FCFP4_1024b300	numeric	2 unique values 0 missing
FCFP4_1024b600	numeric	2 unique values 0 missing
FCFP4_1024b301	numeric	2 unique values 0 missing
FCFP4_1024b985	numeric	2 unique values 0 missing
FCFP4_1024b302	numeric	2 unique values 0 missing
FCFP4_1024b87	numeric	2 unique values 0 missing
FCFP4_1024b303	numeric	2 unique values 0 missing
FCFP4_1024b123	numeric	2 unique values 0 missing
FCFP4_1024b304	numeric	2 unique values 0 missing
FCFP4_1024b1023	numeric	2 unique values 0 missing
FCFP4_1024b305	numeric	2 unique values 0 missing
FCFP4_1024b63	numeric	2 unique values 0 missing
FCFP4_1024b306	numeric	2 unique values 0 missing
FCFP4_1024b764	numeric	2 unique values 0 missing
FCFP4_1024b307	numeric	2 unique values 0 missing
FCFP4_1024b82	numeric	2 unique values 0 missing
FCFP4_1024b308	numeric	2 unique values 0 missing
FCFP4_1024b317	numeric	2 unique values 0 missing
FCFP4_1024b31	numeric	2 unique values 0 missing
FCFP4_1024b437	numeric	2 unique values 0 missing
FCFP4_1024b310	numeric	2 unique values 0 missing
FCFP4_1024b12	numeric	2 unique values 0 missing
FCFP4_1024b311	numeric	2 unique values 0 missing
FCFP4_1024b615	numeric	2 unique values 0 missing
FCFP4_1024b312	numeric	2 unique values 0 missing
FCFP4_1024b982	numeric	2 unique values 0 missing
FCFP4_1024b313	numeric	2 unique values 0 missing
FCFP4_1024b987	numeric	2 unique values 0 missing
FCFP4_1024b314	numeric	2 unique values 0 missing
FCFP4_1024b358	numeric	2 unique values 0 missing
FCFP4_1024b315	numeric	2 unique values 0 missing
FCFP4_1024b976	numeric	2 unique values 0 missing
FCFP4_1024b318	numeric	2 unique values 0 missing
FCFP4_1024b33	numeric	2 unique values 0 missing
FCFP4_1024b319	numeric	2 unique values 0 missing
FCFP4_1024b717	numeric	2 unique values 0 missing
FCFP4_1024b693	numeric	2 unique values 0 missing
FCFP4_1024b885	numeric	2 unique values 0 missing
FCFP4_1024b701	numeric	2 unique values 0 missing
FCFP4_1024b113	numeric	2 unique values 0 missing
FCFP4_1024b818	numeric	2 unique values 0 missing
FCFP4_1024b714	numeric	2 unique values 0 missing
FCFP4_1024b445	numeric	2 unique values 0 missing
FCFP4_1024b846	numeric	2 unique values 0 missing
FCFP4_1024b891	numeric	2 unique values 0 missing
FCFP4_1024b724	numeric	2 unique values 0 missing
FCFP4_1024b610	numeric	2 unique values 0 missing
FCFP4_1024b56	numeric	2 unique values 0 missing
FCFP4_1024b947	numeric	2 unique values 0 missing
FCFP4_1024b472	numeric	2 unique values 0 missing
FCFP4_1024b137	numeric	2 unique values 0 missing
FCFP4_1024b806	numeric	2 unique values 0 missing
FCFP4_1024b432	numeric	2 unique values 0 missing
FCFP4_1024b215	numeric	2 unique values 0 missing
FCFP4_1024b1	numeric	2 unique values 0 missing
FCFP4_1024b100	numeric	2 unique values 0 missing
FCFP4_1024b1001	numeric	2 unique values 0 missing
FCFP4_1024b1002	numeric	2 unique values 0 missing
FCFP4_1024b1003	numeric	2 unique values 0 missing
FCFP4_1024b1004	numeric	2 unique values 0 missing
FCFP4_1024b1005	numeric	2 unique values 0 missing
FCFP4_1024b1006	numeric	2 unique values 0 missing
FCFP4_1024b1007	numeric	2 unique values 0 missing
FCFP4_1024b1008	numeric	2 unique values 0 missing
FCFP4_1024b1009	numeric	2 unique values 0 missing
FCFP4_1024b101	numeric	2 unique values 0 missing
FCFP4_1024b1010	numeric	2 unique values 0 missing
FCFP4_1024b1011	numeric	2 unique values 0 missing
FCFP4_1024b1012	numeric	2 unique values 0 missing
FCFP4_1024b1013	numeric	2 unique values 0 missing
FCFP4_1024b1014	numeric	2 unique values 0 missing
FCFP4_1024b1015	numeric	2 unique values 0 missing
FCFP4_1024b1016	numeric	2 unique values 0 missing
FCFP4_1024b1017	numeric	1 unique values 0 missing
FCFP4_1024b1018	numeric	2 unique values 0 missing
FCFP4_1024b1019	numeric	2 unique values 0 missing
FCFP4_1024b102	numeric	2 unique values 0 missing
FCFP4_1024b1022	numeric	2 unique values 0 missing
FCFP4_1024b1024	numeric	2 unique values 0 missing
FCFP4_1024b103	numeric	2 unique values 0 missing
FCFP4_1024b104	numeric	2 unique values 0 missing
FCFP4_1024b105	numeric	2 unique values 0 missing
FCFP4_1024b106	numeric	2 unique values 0 missing
FCFP4_1024b108	numeric	2 unique values 0 missing
FCFP4_1024b109	numeric	2 unique values 0 missing
FCFP4_1024b11	numeric	2 unique values 0 missing
FCFP4_1024b110	numeric	2 unique values 0 missing
FCFP4_1024b111	numeric	2 unique values 0 missing
FCFP4_1024b112	numeric	2 unique values 0 missing
FCFP4_1024b114	numeric	2 unique values 0 missing
FCFP4_1024b115	numeric	2 unique values 0 missing
FCFP4_1024b116	numeric	2 unique values 0 missing
FCFP4_1024b117	numeric	2 unique values 0 missing
FCFP4_1024b118	numeric	2 unique values 0 missing
FCFP4_1024b119	numeric	2 unique values 0 missing
FCFP4_1024b120	numeric	2 unique values 0 missing
FCFP4_1024b121	numeric	2 unique values 0 missing
FCFP4_1024b122	numeric	2 unique values 0 missing
FCFP4_1024b124	numeric	2 unique values 0 missing
FCFP4_1024b125	numeric	2 unique values 0 missing
FCFP4_1024b126	numeric	2 unique values 0 missing
FCFP4_1024b127	numeric	2 unique values 0 missing
FCFP4_1024b128	numeric	2 unique values 0 missing
FCFP4_1024b129	numeric	2 unique values 0 missing
FCFP4_1024b13	numeric	2 unique values 0 missing
FCFP4_1024b130	numeric	2 unique values 0 missing
FCFP4_1024b131	numeric	2 unique values 0 missing
FCFP4_1024b132	numeric	2 unique values 0 missing
FCFP4_1024b133	numeric	2 unique values 0 missing
FCFP4_1024b134	numeric	2 unique values 0 missing
FCFP4_1024b135	numeric	2 unique values 0 missing
FCFP4_1024b136	numeric	2 unique values 0 missing
FCFP4_1024b138	numeric	2 unique values 0 missing
FCFP4_1024b139	numeric	2 unique values 0 missing
FCFP4_1024b14	numeric	2 unique values 0 missing
FCFP4_1024b140	numeric	2 unique values 0 missing
FCFP4_1024b141	numeric	2 unique values 0 missing
FCFP4_1024b142	numeric	2 unique values 0 missing
FCFP4_1024b144	numeric	2 unique values 0 missing
FCFP4_1024b145	numeric	2 unique values 0 missing
FCFP4_1024b146	numeric	2 unique values 0 missing
FCFP4_1024b147	numeric	1 unique values 0 missing
FCFP4_1024b148	numeric	2 unique values 0 missing
FCFP4_1024b149	numeric	2 unique values 0 missing
FCFP4_1024b15	numeric	2 unique values 0 missing
FCFP4_1024b150	numeric	2 unique values 0 missing
FCFP4_1024b151	numeric	2 unique values 0 missing
FCFP4_1024b153	numeric	2 unique values 0 missing
FCFP4_1024b154	numeric	2 unique values 0 missing
FCFP4_1024b155	numeric	2 unique values 0 missing
FCFP4_1024b156	numeric	2 unique values 0 missing
FCFP4_1024b157	numeric	2 unique values 0 missing
FCFP4_1024b158	numeric	2 unique values 0 missing
FCFP4_1024b159	numeric	2 unique values 0 missing
FCFP4_1024b16	numeric	2 unique values 0 missing
FCFP4_1024b160	numeric	2 unique values 0 missing
FCFP4_1024b161	numeric	2 unique values 0 missing
FCFP4_1024b162	numeric	2 unique values 0 missing
FCFP4_1024b163	numeric	2 unique values 0 missing
FCFP4_1024b164	numeric	2 unique values 0 missing
FCFP4_1024b165	numeric	2 unique values 0 missing
FCFP4_1024b166	numeric	2 unique values 0 missing
FCFP4_1024b168	numeric	2 unique values 0 missing
FCFP4_1024b169	numeric	2 unique values 0 missing
FCFP4_1024b17	numeric	2 unique values 0 missing
FCFP4_1024b170	numeric	2 unique values 0 missing
FCFP4_1024b171	numeric	2 unique values 0 missing
FCFP4_1024b172	numeric	2 unique values 0 missing
FCFP4_1024b173	numeric	2 unique values 0 missing
FCFP4_1024b174	numeric	2 unique values 0 missing
FCFP4_1024b175	numeric	2 unique values 0 missing
FCFP4_1024b178	numeric	2 unique values 0 missing
FCFP4_1024b179	numeric	2 unique values 0 missing
FCFP4_1024b180	numeric	2 unique values 0 missing
FCFP4_1024b181	numeric	2 unique values 0 missing
FCFP4_1024b183	numeric	2 unique values 0 missing
FCFP4_1024b184	numeric	2 unique values 0 missing
FCFP4_1024b185	numeric	2 unique values 0 missing
FCFP4_1024b186	numeric	2 unique values 0 missing
FCFP4_1024b187	numeric	2 unique values 0 missing
FCFP4_1024b188	numeric	2 unique values 0 missing
FCFP4_1024b189	numeric	2 unique values 0 missing
FCFP4_1024b190	numeric	2 unique values 0 missing
FCFP4_1024b191	numeric	2 unique values 0 missing
FCFP4_1024b192	numeric	2 unique values 0 missing
FCFP4_1024b193	numeric	2 unique values 0 missing
FCFP4_1024b194	numeric	2 unique values 0 missing
FCFP4_1024b195	numeric	2 unique values 0 missing
FCFP4_1024b197	numeric	2 unique values 0 missing
FCFP4_1024b198	numeric	2 unique values 0 missing
FCFP4_1024b2	numeric	2 unique values 0 missing
FCFP4_1024b201	numeric	2 unique values 0 missing
FCFP4_1024b202	numeric	2 unique values 0 missing
FCFP4_1024b205	numeric	2 unique values 0 missing
FCFP4_1024b206	numeric	2 unique values 0 missing
FCFP4_1024b207	numeric	2 unique values 0 missing
FCFP4_1024b208	numeric	2 unique values 0 missing
FCFP4_1024b209	numeric	2 unique values 0 missing
FCFP4_1024b21	numeric	2 unique values 0 missing
FCFP4_1024b210	numeric	2 unique values 0 missing
FCFP4_1024b211	numeric	2 unique values 0 missing
FCFP4_1024b212	numeric	2 unique values 0 missing
FCFP4_1024b213	numeric	2 unique values 0 missing
FCFP4_1024b214	numeric	2 unique values 0 missing
FCFP4_1024b216	numeric	2 unique values 0 missing
FCFP4_1024b217	numeric	2 unique values 0 missing
FCFP4_1024b218	numeric	2 unique values 0 missing
FCFP4_1024b219	numeric	2 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2615

Number of instances (rows) of the dataset.

NumberOfFeatures

360

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

359

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfNumericFeatures

99.72

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

0.06

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

Maximum mutual information between the nominal attributes and the target attribute.

MinNominalAttDistinctValues

The minimal number of distinct values among attributes of the nominal type.

PercentageOfSymbolicFeatures

0.28

Percentage of nominal attributes.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

MaxNominalAttDistinctValues

The maximum number of distinct values among attributes of the nominal type.

MinSkewnessOfNumericAtts

-22.82

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

13.1

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

51.14

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

12.07

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.24

Third quartile of standard deviation of attributes of the numeric type.

MaxStdDevOfNumericAtts

1.26

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.01

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

MeanKurtosisOfNumericAtts

199.51

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

3.72

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

0.09

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.07

First quartile of standard deviation of attributes of the numeric type.

AutoCorrelation

-0.09

Average class difference between consecutive instances.

MeanMutualInformation

Average mutual information between the nominal attributes and the target attribute.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

Quartile2KurtosisOfNumericAtts

53.23

Second quartile (Median) of kurtosis among attributes of the numeric type.

Dimensionality

0.14

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

Average number of distinct values among the attributes of the nominal type.

Quartile2MeansOfNumericAtts

0.02

Second quartile (Median) of means among attributes of the numeric type.

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

MeanSkewnessOfNumericAtts

9.92

Mean skewness among attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

0.17

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

7.43