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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5855

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: CHEMBL5855 (TID: 101359), and it has 89 rows and 851 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). Feature selection was also applied.

853 features

pXC50 (target)	numeric	19 unique values 0 missing
molecule_id (row identifier)	nominal	89 unique values 0 missing
Chi0_AEA.dm.	numeric	86 unique values 0 missing
GGI1	numeric	17 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
P_VSA_p_2	numeric	85 unique values 0 missing
Chi0_AEA.ed.	numeric	86 unique values 0 missing
GGI10	numeric	73 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
ATS8e	numeric	85 unique values 0 missing
Chi0_AEA.ri.	numeric	86 unique values 0 missing
GGI2	numeric	21 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
TPSA.NO.	numeric	82 unique values 0 missing
Chi0_EA	numeric	86 unique values 0 missing
GGI3	numeric	70 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
P_VSA_v_2	numeric	85 unique values 0 missing
Chi0_EA.bo.	numeric	87 unique values 0 missing
GGI4	numeric	85 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
GATS1e	numeric	77 unique values 0 missing
Chi0_EA.dm.	numeric	87 unique values 0 missing
GGI5	numeric	80 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SAacc	numeric	85 unique values 0 missing
Chi0_EA.ed.	numeric	86 unique values 0 missing
GGI6	numeric	81 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
AAC	numeric	81 unique values 0 missing
Chi0_EA.ri.	numeric	87 unique values 0 missing
GGI7	numeric	82 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
AECC	numeric	86 unique values 0 missing
Chi1_AEA.bo.	numeric	85 unique values 0 missing
GGI8	numeric	80 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
ALOGP	numeric	88 unique values 0 missing
Chi1_AEA.dm.	numeric	85 unique values 0 missing
GGI9	numeric	74 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
ALOGP2	numeric	88 unique values 0 missing
Chi1_AEA.ed.	numeric	85 unique values 0 missing
GMTI	numeric	86 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
AMR	numeric	87 unique values 0 missing
Chi1_AEA.ri.	numeric	85 unique values 0 missing
GMTIV	numeric	88 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
AMW	numeric	83 unique values 0 missing
Chi1_EA	numeric	85 unique values 0 missing
GNar	numeric	69 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
ARR	numeric	67 unique values 0 missing
Chi1_EA.bo.	numeric	87 unique values 0 missing
H.	numeric	63 unique values 0 missing
nROH	numeric	3 unique values 0 missing
ATS1e	numeric	84 unique values 0 missing
Chi1_EA.dm.	numeric	87 unique values 0 missing
H.046	numeric	10 unique values 0 missing
nROR	numeric	3 unique values 0 missing
ATS1i	numeric	82 unique values 0 missing
Chi1_EA.ed.	numeric	86 unique values 0 missing
H.047	numeric	24 unique values 0 missing
NRS	numeric	5 unique values 0 missing
ATS1m	numeric	83 unique values 0 missing
Chi1_EA.ri.	numeric	87 unique values 0 missing
H.048	numeric	3 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
ATS1p	numeric	82 unique values 0 missing
CIC0	numeric	85 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nS	numeric	3 unique values 0 missing
ATS1s	numeric	83 unique values 0 missing
CIC1	numeric	86 unique values 0 missing
H.050	numeric	7 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
ATS1v	numeric	82 unique values 0 missing
CIC2	numeric	79 unique values 0 missing
H.051	numeric	5 unique values 0 missing
NsCH3	numeric	6 unique values 0 missing
ATS2e	numeric	81 unique values 0 missing
CIC3	numeric	86 unique values 0 missing
H.052	numeric	11 unique values 0 missing
NsCl	numeric	3 unique values 0 missing
ATS2i	numeric	84 unique values 0 missing
CIC4	numeric	82 unique values 0 missing
H.053	numeric	5 unique values 0 missing
NsF	numeric	5 unique values 0 missing
ATS2m	numeric	86 unique values 0 missing
CIC5	numeric	80 unique values 0 missing
H.054	numeric	2 unique values 0 missing
NsI	numeric	2 unique values 0 missing
ATS2p	numeric	84 unique values 0 missing
CID	numeric	81 unique values 0 missing
HDcpx	numeric	66 unique values 0 missing
nSK	numeric	25 unique values 0 missing
ATS2s	numeric	88 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
HNar	numeric	63 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
ATS2v	numeric	87 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
HVcpx	numeric	81 unique values 0 missing
nSO	numeric	2 unique values 0 missing
ATS3e	numeric	85 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
Hy	numeric	80 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
ATS3i	numeric	83 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
ATS3m	numeric	83 unique values 0 missing
CSI	numeric	85 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
NsOH	numeric	4 unique values 0 missing
ATS3p	numeric	85 unique values 0 missing
DBI	numeric	34 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
NssCH2	numeric	12 unique values 0 missing
ATS3s	numeric	82 unique values 0 missing
D.Dtr03	numeric	4 unique values 0 missing
I.099	numeric	2 unique values 0 missing
NssNH	numeric	4 unique values 0 missing
ATS3v	numeric	84 unique values 0 missing
D.Dtr05	numeric	58 unique values 0 missing
IAC	numeric	87 unique values 0 missing
NssO	numeric	5 unique values 0 missing
ATS4e	numeric	84 unique values 0 missing
D.Dtr06	numeric	86 unique values 0 missing
IC0	numeric	81 unique values 0 missing
NssS	numeric	2 unique values 0 missing
ATS4i	numeric	87 unique values 0 missing
D.Dtr07	numeric	6 unique values 0 missing
IC1	numeric	82 unique values 0 missing
NsssCH	numeric	5 unique values 0 missing
ATS4m	numeric	83 unique values 0 missing
D.Dtr08	numeric	3 unique values 0 missing
IC2	numeric	87 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
ATS4p	numeric	83 unique values 0 missing
D.Dtr09	numeric	38 unique values 0 missing
IC3	numeric	84 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
ATS4s	numeric	87 unique values 0 missing
D.Dtr10	numeric	31 unique values 0 missing
IC4	numeric	84 unique values 0 missing
nTB	numeric	2 unique values 0 missing
ATS4v	numeric	87 unique values 0 missing
D.Dtr11	numeric	6 unique values 0 missing
IC5	numeric	81 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
ATS5e	numeric	86 unique values 0 missing
D.Dtr12	numeric	6 unique values 0 missing
ICR	numeric	82 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
ATS5i	numeric	86 unique values 0 missing
DECC	numeric	85 unique values 0 missing
IDDE	numeric	75 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing
ATS5m	numeric	86 unique values 0 missing
DELS	numeric	88 unique values 0 missing
IDDM	numeric	72 unique values 0 missing
NtN	numeric	2 unique values 0 missing
ATS5p	numeric	86 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IDE	numeric	84 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
ATS5s	numeric	87 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IDET	numeric	86 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
ATS5v	numeric	86 unique values 0 missing
DLS_01	numeric	3 unique values 0 missing
IDM	numeric	84 unique values 0 missing
nX	numeric	6 unique values 0 missing
ATS6e	numeric	84 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IDMT	numeric	86 unique values 0 missing
O.	numeric	44 unique values 0 missing
ATS6i	numeric	85 unique values 0 missing
DLS_03	numeric	3 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
O.056	numeric	3 unique values 0 missing
ATS6m	numeric	84 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
O.057	numeric	3 unique values 0 missing
ATS6p	numeric	87 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
O.058	numeric	5 unique values 0 missing
ATS6s	numeric	85 unique values 0 missing
DLS_06	numeric	3 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
O.059	numeric	3 unique values 0 missing
ATS6v	numeric	84 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
ISIZ	numeric	39 unique values 0 missing
O.060	numeric	5 unique values 0 missing
ATS7e	numeric	84 unique values 0 missing
DLS_cons	numeric	25 unique values 0 missing
IVDE	numeric	69 unique values 0 missing
ON0	numeric	55 unique values 0 missing
ATS7i	numeric	84 unique values 0 missing
Dz	numeric	65 unique values 0 missing
IVDM	numeric	74 unique values 0 missing
ON0V	numeric	85 unique values 0 missing
ATS7m	numeric	87 unique values 0 missing
ECC	numeric	84 unique values 0 missing
JGI1	numeric	52 unique values 0 missing
ON1	numeric	69 unique values 0 missing
ATS7p	numeric	87 unique values 0 missing
Eig01_AEA.bo.	numeric	77 unique values 0 missing
JGI10	numeric	10 unique values 0 missing
ON1V	numeric	87 unique values 0 missing
ATS7s	numeric	86 unique values 0 missing
Eig01_AEA.dm.	numeric	77 unique values 0 missing
JGI2	numeric	38 unique values 0 missing
PCD	numeric	85 unique values 0 missing
ATS7v	numeric	85 unique values 0 missing
Eig01_AEA.ed.	numeric	78 unique values 0 missing
JGI3	numeric	35 unique values 0 missing
PCR	numeric	75 unique values 0 missing
ATS8i	numeric	87 unique values 0 missing
Eig01_AEA.ri.	numeric	77 unique values 0 missing
JGI4	numeric	28 unique values 0 missing
PDI	numeric	64 unique values 0 missing
ATS8m	numeric	87 unique values 0 missing
Eig01_EA	numeric	72 unique values 0 missing
JGI5	numeric	20 unique values 0 missing
PHI	numeric	86 unique values 0 missing
ATS8p	numeric	87 unique values 0 missing
Eig01_EA.bo.	numeric	74 unique values 0 missing
JGI6	numeric	17 unique values 0 missing
piID	numeric	87 unique values 0 missing
ATS8s	numeric	86 unique values 0 missing
Eig01_EA.dm.	numeric	38 unique values 0 missing
JGI7	numeric	14 unique values 0 missing
piPC01	numeric	48 unique values 0 missing
ATS8v	numeric	86 unique values 0 missing
Eig01_EA.ed.	numeric	80 unique values 0 missing
JGI8	numeric	11 unique values 0 missing
piPC02	numeric	73 unique values 0 missing
ATSC1e	numeric	78 unique values 0 missing
Eig01_EA.ri.	numeric	77 unique values 0 missing
JGI9	numeric	11 unique values 0 missing
piPC03	numeric	83 unique values 0 missing
ATSC1i	numeric	82 unique values 0 missing
Eig02_AEA.bo.	numeric	80 unique values 0 missing
JGT	numeric	68 unique values 0 missing
piPC04	numeric	82 unique values 0 missing
ATSC1m	numeric	86 unique values 0 missing
Eig02_AEA.dm.	numeric	86 unique values 0 missing
LLS_01	numeric	6 unique values 0 missing
piPC05	numeric	83 unique values 0 missing
ATSC1p	numeric	87 unique values 0 missing
Eig02_AEA.ed.	numeric	82 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
piPC06	numeric	83 unique values 0 missing
ATSC1s	numeric	88 unique values 0 missing
Eig02_AEA.ri.	numeric	82 unique values 0 missing
LOC	numeric	80 unique values 0 missing
piPC07	numeric	82 unique values 0 missing
ATSC1v	numeric	87 unique values 0 missing
Eig02_EA	numeric	78 unique values 0 missing
LPRS	numeric	86 unique values 0 missing
piPC08	numeric	86 unique values 0 missing
ATSC2e	numeric	78 unique values 0 missing
Eig02_EA.bo.	numeric	79 unique values 0 missing
MATS1e	numeric	74 unique values 0 missing
piPC09	numeric	84 unique values 0 missing
ATSC2i	numeric	85 unique values 0 missing
Eig02_EA.dm.	numeric	27 unique values 0 missing
MATS1i	numeric	77 unique values 0 missing
piPC10	numeric	87 unique values 0 missing
ATSC2m	numeric	87 unique values 0 missing
Eig02_EA.ed.	numeric	85 unique values 0 missing
MATS1m	numeric	64 unique values 0 missing
PJI2	numeric	13 unique values 0 missing
ATSC2p	numeric	87 unique values 0 missing
Eig02_EA.ri.	numeric	78 unique values 0 missing
MATS1p	numeric	76 unique values 0 missing
Pol	numeric	42 unique values 0 missing
ATSC2s	numeric	88 unique values 0 missing
Eig03_AEA.bo.	numeric	83 unique values 0 missing
MATS1s	numeric	77 unique values 0 missing
Psi_e_0	numeric	88 unique values 0 missing
ATSC2v	numeric	88 unique values 0 missing
Eig03_AEA.dm.	numeric	85 unique values 0 missing
MATS1v	numeric	62 unique values 0 missing
Psi_e_1	numeric	87 unique values 0 missing
ATSC3e	numeric	85 unique values 0 missing
Eig03_AEA.ed.	numeric	82 unique values 0 missing
MATS2e	numeric	77 unique values 0 missing
Psi_e_A	numeric	80 unique values 0 missing
ATSC3i	numeric	86 unique values 0 missing
Eig03_AEA.ri.	numeric	80 unique values 0 missing
MATS2i	numeric	80 unique values 0 missing
Psi_i_0	numeric	88 unique values 0 missing
ATSC3m	numeric	88 unique values 0 missing
Eig03_EA	numeric	78 unique values 0 missing
MATS2m	numeric	74 unique values 0 missing
Psi_i_1	numeric	88 unique values 0 missing
ATSC3p	numeric	88 unique values 0 missing
Eig03_EA.bo.	numeric	82 unique values 0 missing
MATS2p	numeric	76 unique values 0 missing
Psi_i_A	numeric	80 unique values 0 missing
ATSC3s	numeric	88 unique values 0 missing
Eig03_EA.dm.	numeric	16 unique values 0 missing
MATS2s	numeric	72 unique values 0 missing
Psi_i_s	numeric	86 unique values 0 missing
ATSC3v	numeric	87 unique values 0 missing
Eig03_EA.ed.	numeric	86 unique values 0 missing
MATS2v	numeric	76 unique values 0 missing
Psi_i_t	numeric	2 unique values 0 missing
ATSC4e	numeric	83 unique values 0 missing
Eig03_EA.ri.	numeric	84 unique values 0 missing
MATS3e	numeric	78 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
ATSC4i	numeric	85 unique values 0 missing
Eig04_AEA.bo.	numeric	80 unique values 0 missing
MATS3i	numeric	77 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
ATSC4m	numeric	88 unique values 0 missing
Eig04_AEA.dm.	numeric	85 unique values 0 missing
MATS3m	numeric	74 unique values 0 missing
P_VSA_e_1	numeric	29 unique values 0 missing
ATSC4p	numeric	88 unique values 0 missing
Eig04_AEA.ed.	numeric	84 unique values 0 missing
MATS3p	numeric	78 unique values 0 missing
P_VSA_e_2	numeric	88 unique values 0 missing
ATSC4s	numeric	88 unique values 0 missing
Eig04_AEA.ri.	numeric	79 unique values 0 missing
MATS3s	numeric	72 unique values 0 missing
P_VSA_e_3	numeric	67 unique values 0 missing
ATSC4v	numeric	88 unique values 0 missing
Eig04_EA	numeric	82 unique values 0 missing
MATS3v	numeric	77 unique values 0 missing
ATSC5e	numeric	86 unique values 0 missing
Eig04_EA.bo.	numeric	82 unique values 0 missing
MATS4e	numeric	77 unique values 0 missing
ATSC5i	numeric	86 unique values 0 missing
Eig04_EA.dm.	numeric	16 unique values 0 missing
MATS4i	numeric	74 unique values 0 missing
ATSC5m	numeric	88 unique values 0 missing
Eig04_EA.ed.	numeric	83 unique values 0 missing
MATS4m	numeric	74 unique values 0 missing
ATSC5p	numeric	88 unique values 0 missing
Eig04_EA.ri.	numeric	81 unique values 0 missing
MATS4p	numeric	74 unique values 0 missing
ATSC5s	numeric	88 unique values 0 missing
Eig05_AEA.bo.	numeric	82 unique values 0 missing
MATS4s	numeric	84 unique values 0 missing
ATSC5v	numeric	88 unique values 0 missing
Eig05_AEA.dm.	numeric	83 unique values 0 missing
MATS4v	numeric	80 unique values 0 missing
ATSC6e	numeric	87 unique values 0 missing
Eig05_AEA.ed.	numeric	81 unique values 0 missing
MATS5e	numeric	77 unique values 0 missing
ATSC6i	numeric	86 unique values 0 missing
Eig05_AEA.ri.	numeric	84 unique values 0 missing
MATS5i	numeric	73 unique values 0 missing
ATSC6m	numeric	88 unique values 0 missing
Eig05_EA	numeric	81 unique values 0 missing
MATS5m	numeric	81 unique values 0 missing
ATSC6p	numeric	87 unique values 0 missing
Eig05_EA.bo.	numeric	78 unique values 0 missing
MATS5p	numeric	77 unique values 0 missing
ATSC6s	numeric	88 unique values 0 missing
Eig05_EA.dm.	numeric	10 unique values 0 missing
MATS5s	numeric	77 unique values 0 missing
ATSC6v	numeric	88 unique values 0 missing
Eig05_EA.ed.	numeric	85 unique values 0 missing
MATS5v	numeric	80 unique values 0 missing
ATSC7e	numeric	84 unique values 0 missing
Eig05_EA.ri.	numeric	85 unique values 0 missing
MATS6e	numeric	78 unique values 0 missing
ATSC7i	numeric	86 unique values 0 missing
Eig06_AEA.bo.	numeric	80 unique values 0 missing
MATS6i	numeric	75 unique values 0 missing
ATSC7m	numeric	88 unique values 0 missing
Eig06_AEA.dm.	numeric	84 unique values 0 missing
MATS6m	numeric	80 unique values 0 missing
ATSC7p	numeric	87 unique values 0 missing
Eig06_AEA.ed.	numeric	82 unique values 0 missing
MATS6p	numeric	76 unique values 0 missing
ATSC7s	numeric	88 unique values 0 missing
Eig06_AEA.ri.	numeric	83 unique values 0 missing
MATS6s	numeric	78 unique values 0 missing
ATSC7v	numeric	88 unique values 0 missing
Eig06_EA	numeric	80 unique values 0 missing
MATS6v	numeric	69 unique values 0 missing
ATSC8e	numeric	87 unique values 0 missing
Eig06_EA.bo.	numeric	81 unique values 0 missing
MATS7e	numeric	81 unique values 0 missing
ATSC8i	numeric	85 unique values 0 missing
Eig06_EA.dm.	numeric	9 unique values 0 missing
MATS7i	numeric	80 unique values 0 missing
ATSC8m	numeric	88 unique values 0 missing
Eig06_EA.ed.	numeric	85 unique values 0 missing
MATS7m	numeric	80 unique values 0 missing
ATSC8p	numeric	88 unique values 0 missing
Eig06_EA.ri.	numeric	84 unique values 0 missing
MATS7p	numeric	76 unique values 0 missing
ATSC8s	numeric	88 unique values 0 missing
Eig07_AEA.bo.	numeric	80 unique values 0 missing
MATS7s	numeric	76 unique values 0 missing
ATSC8v	numeric	88 unique values 0 missing
Eig07_AEA.dm.	numeric	83 unique values 0 missing
MATS7v	numeric	78 unique values 0 missing
BAC	numeric	38 unique values 0 missing
Eig07_AEA.ed.	numeric	81 unique values 0 missing
MATS8e	numeric	75 unique values 0 missing
BBI	numeric	38 unique values 0 missing
Eig07_AEA.ri.	numeric	81 unique values 0 missing
MATS8i	numeric	77 unique values 0 missing
BIC0	numeric	56 unique values 0 missing
Eig07_EA	numeric	78 unique values 0 missing
MATS8m	numeric	80 unique values 0 missing
BIC1	numeric	68 unique values 0 missing
Eig07_EA.bo.	numeric	83 unique values 0 missing
MATS8p	numeric	79 unique values 0 missing
BIC2	numeric	72 unique values 0 missing
Eig07_EA.dm.	numeric	8 unique values 0 missing
MATS8s	numeric	74 unique values 0 missing
BIC3	numeric	65 unique values 0 missing
Eig07_EA.ed.	numeric	86 unique values 0 missing
MATS8v	numeric	78 unique values 0 missing
BIC4	numeric	64 unique values 0 missing
Eig07_EA.ri.	numeric	81 unique values 0 missing
MAXDN	numeric	87 unique values 0 missing
BIC5	numeric	63 unique values 0 missing
Eig08_AEA.bo.	numeric	77 unique values 0 missing
MAXDP	numeric	88 unique values 0 missing
BID	numeric	49 unique values 0 missing
Eig08_AEA.dm.	numeric	84 unique values 0 missing
MCD	numeric	70 unique values 0 missing
BLI	numeric	68 unique values 0 missing
Eig08_AEA.ed.	numeric	83 unique values 0 missing
MDDD	numeric	86 unique values 0 missing
BLTA96	numeric	78 unique values 0 missing
Eig08_AEA.ri.	numeric	83 unique values 0 missing
Me	numeric	39 unique values 0 missing
BLTD48	numeric	73 unique values 0 missing
Eig08_EA	numeric	77 unique values 0 missing
Mi	numeric	39 unique values 0 missing
BLTF96	numeric	74 unique values 0 missing
Eig08_EA.bo.	numeric	79 unique values 0 missing
MLOGP	numeric	85 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig08_EA.dm.	numeric	5 unique values 0 missing
MLOGP2	numeric	87 unique values 0 missing
C.	numeric	69 unique values 0 missing
Eig08_EA.ed.	numeric	82 unique values 0 missing
Mp	numeric	62 unique values 0 missing
C.001	numeric	5 unique values 0 missing
Eig08_EA.ri.	numeric	81 unique values 0 missing
MPC01	numeric	28 unique values 0 missing
C.002	numeric	8 unique values 0 missing
Eig09_AEA.bo.	numeric	72 unique values 0 missing
MPC02	numeric	38 unique values 0 missing
C.003	numeric	3 unique values 0 missing
Eig09_AEA.dm.	numeric	83 unique values 0 missing
MPC03	numeric	48 unique values 0 missing
C.004	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	83 unique values 0 missing
MPC04	numeric	54 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig09_AEA.ri.	numeric	76 unique values 0 missing
MPC05	numeric	53 unique values 0 missing
C.006	numeric	9 unique values 0 missing
Eig09_EA	numeric	71 unique values 0 missing
MPC06	numeric	64 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	77 unique values 0 missing
MPC07	numeric	66 unique values 0 missing
C.008	numeric	4 unique values 0 missing
Eig09_EA.dm.	numeric	2 unique values 0 missing
MPC08	numeric	66 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	76 unique values 0 missing
MPC09	numeric	74 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	76 unique values 0 missing
MPC10	numeric	74 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	77 unique values 0 missing
MSD	numeric	85 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig10_AEA.dm.	numeric	77 unique values 0 missing
Mv	numeric	64 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	80 unique values 0 missing
MW	numeric	87 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eig10_AEA.ri.	numeric	83 unique values 0 missing
MWC01	numeric	28 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig10_EA	numeric	71 unique values 0 missing
MWC02	numeric	50 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	79 unique values 0 missing
MWC03	numeric	65 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig10_EA.dm.	numeric	2 unique values 0 missing
MWC04	numeric	78 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig10_EA.ed.	numeric	79 unique values 0 missing
MWC05	numeric	84 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig10_EA.ri.	numeric	78 unique values 0 missing
MWC06	numeric	83 unique values 0 missing
C.024	numeric	14 unique values 0 missing
Eig11_AEA.bo.	numeric	75 unique values 0 missing
MWC07	numeric	82 unique values 0 missing
C.025	numeric	8 unique values 0 missing
Eig11_AEA.dm.	numeric	73 unique values 0 missing
MWC08	numeric	82 unique values 0 missing
C.026	numeric	8 unique values 0 missing
Eig11_AEA.ed.	numeric	76 unique values 0 missing
MWC09	numeric	82 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig11_AEA.ri.	numeric	76 unique values 0 missing
MWC10	numeric	81 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig11_EA	numeric	69 unique values 0 missing
N.	numeric	55 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig11_EA.bo.	numeric	75 unique values 0 missing
N.066	numeric	2 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	76 unique values 0 missing
N.067	numeric	2 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig11_EA.ri.	numeric	73 unique values 0 missing
N.068	numeric	3 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig12_AEA.bo.	numeric	77 unique values 0 missing
N.069	numeric	3 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig12_AEA.dm.	numeric	78 unique values 0 missing
N.070	numeric	3 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig12_AEA.ed.	numeric	74 unique values 0 missing
N.071	numeric	2 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig12_AEA.ri.	numeric	77 unique values 0 missing
N.072	numeric	4 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig12_EA	numeric	74 unique values 0 missing
N.073	numeric	4 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig12_EA.bo.	numeric	76 unique values 0 missing
N.074	numeric	3 unique values 0 missing
C.040	numeric	4 unique values 0 missing
Eig12_EA.ed.	numeric	74 unique values 0 missing
N.075	numeric	6 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eig12_EA.ri.	numeric	78 unique values 0 missing
n124.Triazines	numeric	2 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig13_AEA.bo.	numeric	76 unique values 0 missing
NaaaC	numeric	5 unique values 0 missing
C.043	numeric	2 unique values 0 missing
Eig13_AEA.dm.	numeric	81 unique values 0 missing
NaaCH	numeric	14 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig13_AEA.ed.	numeric	72 unique values 0 missing
NaaN	numeric	6 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig13_AEA.ri.	numeric	78 unique values 0 missing
NaaNH	numeric	2 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig13_EA	numeric	71 unique values 0 missing
NaaO	numeric	2 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig13_EA.bo.	numeric	74 unique values 0 missing
NaaS	numeric	2 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
Eig13_EA.ed.	numeric	76 unique values 0 missing
NaasC	numeric	11 unique values 0 missing
CATS2D_01_AN	numeric	2 unique values 0 missing
Eig13_EA.ri.	numeric	78 unique values 0 missing
NaasN	numeric	3 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
Eig14_AEA.bo.	numeric	72 unique values 0 missing
nAB	numeric	18 unique values 0 missing
CATS2D_01_DN	numeric	2 unique values 0 missing
Eig14_AEA.dm.	numeric	77 unique values 0 missing
nArCN	numeric	2 unique values 0 missing
CATS2D_01_LL	numeric	16 unique values 0 missing
Eig14_AEA.ed.	numeric	75 unique values 0 missing
nArC.N	numeric	2 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig14_AEA.ri.	numeric	77 unique values 0 missing
nArCNO	numeric	2 unique values 0 missing
CATS2D_02_AA	numeric	6 unique values 0 missing
Eig14_EA	numeric	72 unique values 0 missing
nArCO	numeric	2 unique values 0 missing
CATS2D_02_AL	numeric	13 unique values 0 missing
Eig14_EA.bo.	numeric	76 unique values 0 missing
nArCONH2	numeric	2 unique values 0 missing
CATS2D_02_AP	numeric	5 unique values 0 missing
Eig14_EA.ed.	numeric	74 unique values 0 missing
nArCONHR	numeric	3 unique values 0 missing
CATS2D_02_DA	numeric	7 unique values 0 missing
Eig14_EA.ri.	numeric	75 unique values 0 missing
nArCONR2	numeric	2 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
Eig15_AEA.bo.	numeric	74 unique values 0 missing
nArCOOH	numeric	2 unique values 0 missing
CATS2D_02_DL	numeric	9 unique values 0 missing
Eig15_AEA.dm.	numeric	81 unique values 0 missing
nArNH2	numeric	3 unique values 0 missing
CATS2D_02_LL	numeric	18 unique values 0 missing
Eig15_AEA.ed.	numeric	76 unique values 0 missing
nArNHR	numeric	3 unique values 0 missing
CATS2D_02_NL	numeric	2 unique values 0 missing
Eig15_AEA.ri.	numeric	77 unique values 0 missing
nArNR2	numeric	2 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
Eig15_EA	numeric	71 unique values 0 missing
nArOH	numeric	3 unique values 0 missing
CATS2D_03_AA	numeric	6 unique values 0 missing
Eig15_EA.bo.	numeric	78 unique values 0 missing
nArOR	numeric	5 unique values 0 missing
CATS2D_03_AL	numeric	14 unique values 0 missing
Eig15_EA.ed.	numeric	76 unique values 0 missing
nArX	numeric	5 unique values 0 missing
CATS2D_03_AP	numeric	3 unique values 0 missing
Eig15_EA.ri.	numeric	81 unique values 0 missing
nAT	numeric	39 unique values 0 missing
CATS2D_03_DA	numeric	3 unique values 0 missing
Eta_alpha	numeric	83 unique values 0 missing
nBM	numeric	20 unique values 0 missing
CATS2D_03_DD	numeric	2 unique values 0 missing
Eta_alpha_A	numeric	41 unique values 0 missing
nBnz	numeric	5 unique values 0 missing
CATS2D_03_DL	numeric	9 unique values 0 missing
Eta_B	numeric	77 unique values 0 missing
nBO	numeric	28 unique values 0 missing
CATS2D_03_DP	numeric	2 unique values 0 missing
Eta_B_A	numeric	23 unique values 0 missing
nBR	numeric	2 unique values 0 missing
CATS2D_03_LL	numeric	17 unique values 0 missing
Eta_beta	numeric	64 unique values 0 missing
nBT	numeric	38 unique values 0 missing
CATS2D_03_NL	numeric	3 unique values 0 missing
Eta_beta_A	numeric	70 unique values 0 missing
nC	numeric	21 unique values 0 missing
CATS2D_03_PL	numeric	3 unique values 0 missing
Eta_betaP	numeric	29 unique values 0 missing
nCar	numeric	17 unique values 0 missing
CATS2D_04_AA	numeric	6 unique values 0 missing
Eta_betaP_A	numeric	73 unique values 0 missing
nCb.	numeric	11 unique values 0 missing
CATS2D_04_AL	numeric	18 unique values 0 missing
Eta_betaS	numeric	49 unique values 0 missing
nCbH	numeric	11 unique values 0 missing
CATS2D_04_AN	numeric	2 unique values 0 missing
Eta_betaS_A	numeric	55 unique values 0 missing
nCconj	numeric	8 unique values 0 missing
CATS2D_04_AP	numeric	4 unique values 0 missing
Eta_C	numeric	88 unique values 0 missing
nCIC	numeric	7 unique values 0 missing
CATS2D_04_DA	numeric	5 unique values 0 missing
Eta_C_A	numeric	78 unique values 0 missing
nCIR	numeric	10 unique values 0 missing
CATS2D_04_DD	numeric	5 unique values 0 missing
Eta_epsi	numeric	86 unique values 0 missing
nCL	numeric	3 unique values 0 missing
CATS2D_04_DL	numeric	10 unique values 0 missing
Eta_epsi_A	numeric	66 unique values 0 missing
nCONN	numeric	2 unique values 0 missing
CATS2D_04_DP	numeric	3 unique values 0 missing
Eta_F	numeric	88 unique values 0 missing
nCp	numeric	5 unique values 0 missing
CATS2D_04_LL	numeric	17 unique values 0 missing
Eta_F_A	numeric	73 unique values 0 missing
nCq	numeric	2 unique values 0 missing
CATS2D_04_NL	numeric	2 unique values 0 missing
Eta_FL	numeric	86 unique values 0 missing
nCrq	numeric	2 unique values 0 missing
CATS2D_04_PL	numeric	4 unique values 0 missing
Eta_FL_A	numeric	62 unique values 0 missing
nCrs	numeric	8 unique values 0 missing
CATS2D_04_PP	numeric	2 unique values 0 missing
Eta_L	numeric	88 unique values 0 missing
nCrt	numeric	3 unique values 0 missing
CATS2D_05_AA	numeric	7 unique values 0 missing
Eta_L_A	numeric	59 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
CATS2D_05_AL	numeric	17 unique values 0 missing
Eta_sh_p	numeric	69 unique values 0 missing
nCs	numeric	8 unique values 0 missing
CATS2D_05_AP	numeric	2 unique values 0 missing
Eta_sh_x	numeric	22 unique values 0 missing
nCsp	numeric	3 unique values 0 missing
CATS2D_05_DA	numeric	4 unique values 0 missing
Eta_sh_y	numeric	70 unique values 0 missing
nCsp2	numeric	20 unique values 0 missing
CATS2D_05_DD	numeric	3 unique values 0 missing
F.081	numeric	2 unique values 0 missing
nCsp3	numeric	16 unique values 0 missing
CATS2D_05_DL	numeric	9 unique values 0 missing
F.083	numeric	3 unique values 0 missing
nCt	numeric	3 unique values 0 missing
CATS2D_05_DN	numeric	2 unique values 0 missing
F.084	numeric	3 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
CATS2D_05_DP	numeric	2 unique values 0 missing
GATS1i	numeric	85 unique values 0 missing
nDB	numeric	6 unique values 0 missing
CATS2D_05_LL	numeric	18 unique values 0 missing
GATS1m	numeric	74 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
CATS2D_05_PL	numeric	5 unique values 0 missing
GATS1p	numeric	82 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
CATS2D_06_AA	numeric	6 unique values 0 missing
GATS1s	numeric	77 unique values 0 missing
NdO	numeric	5 unique values 0 missing
CATS2D_06_AL	numeric	15 unique values 0 missing
GATS1v	numeric	77 unique values 0 missing
NdsCH	numeric	4 unique values 0 missing
CATS2D_06_AN	numeric	2 unique values 0 missing
GATS2e	numeric	81 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
CATS2D_06_AP	numeric	3 unique values 0 missing
GATS2i	numeric	73 unique values 0 missing
NdssC	numeric	5 unique values 0 missing
CATS2D_06_DA	numeric	5 unique values 0 missing
GATS2m	numeric	80 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
GATS2p	numeric	77 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
CATS2D_06_DL	numeric	12 unique values 0 missing
GATS2s	numeric	83 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
CATS2D_06_DP	numeric	2 unique values 0 missing
GATS2v	numeric	77 unique values 0 missing
nF	numeric	5 unique values 0 missing
CATS2D_06_LL	numeric	19 unique values 0 missing
GATS3e	numeric	79 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
CATS2D_06_PL	numeric	5 unique values 0 missing
GATS3i	numeric	75 unique values 0 missing
nH	numeric	28 unique values 0 missing
CATS2D_07_AA	numeric	7 unique values 0 missing
GATS3m	numeric	77 unique values 0 missing
nHAcc	numeric	10 unique values 0 missing
CATS2D_07_AL	numeric	15 unique values 0 missing
GATS3p	numeric	76 unique values 0 missing
nHDon	numeric	7 unique values 0 missing
CATS2D_07_AN	numeric	3 unique values 0 missing
GATS3s	numeric	76 unique values 0 missing
nHet	numeric	10 unique values 0 missing
CATS2D_07_AP	numeric	3 unique values 0 missing
GATS3v	numeric	73 unique values 0 missing
nHM	numeric	4 unique values 0 missing
CATS2D_07_DA	numeric	5 unique values 0 missing
GATS4e	numeric	86 unique values 0 missing
nI	numeric	2 unique values 0 missing
CATS2D_07_DD	numeric	2 unique values 0 missing
GATS4i	numeric	82 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
CATS2D_07_DL	numeric	11 unique values 0 missing
GATS4m	numeric	84 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
CATS2D_07_DN	numeric	2 unique values 0 missing
GATS4p	numeric	80 unique values 0 missing
nN	numeric	8 unique values 0 missing
CATS2D_07_DP	numeric	2 unique values 0 missing
GATS4s	numeric	83 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
CATS2D_07_LL	numeric	17 unique values 0 missing
GATS4v	numeric	78 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
CATS2D_07_PL	numeric	5 unique values 0 missing
GATS5e	numeric	85 unique values 0 missing
NNRS	numeric	12 unique values 0 missing
CATS2D_07_PN	numeric	2 unique values 0 missing
GATS5i	numeric	78 unique values 0 missing
nO	numeric	7 unique values 0 missing
CATS2D_08_AA	numeric	5 unique values 0 missing
GATS5m	numeric	80 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
CATS2D_08_AL	numeric	13 unique values 0 missing
GATS5p	numeric	86 unique values 0 missing
nOHs	numeric	2 unique values 0 missing
CATS2D_08_AP	numeric	4 unique values 0 missing
GATS5s	numeric	86 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
CATS2D_08_DA	numeric	6 unique values 0 missing
GATS5v	numeric	80 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
CATS2D_08_DD	numeric	3 unique values 0 missing
GATS6e	numeric	81 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
CATS2D_08_DL	numeric	7 unique values 0 missing
GATS6i	numeric	79 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
CATS2D_08_DP	numeric	2 unique values 0 missing
GATS6m	numeric	82 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
CATS2D_08_LL	numeric	15 unique values 0 missing
GATS6p	numeric	83 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
CATS2D_08_NL	numeric	2 unique values 0 missing
GATS6s	numeric	86 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
CATS2D_08_PL	numeric	6 unique values 0 missing
GATS6v	numeric	77 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
CATS2D_09_AA	numeric	4 unique values 0 missing
GATS7e	numeric	82 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
CATS2D_09_AL	numeric	13 unique values 0 missing
GATS7i	numeric	78 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
CATS2D_09_AP	numeric	2 unique values 0 missing
GATS7m	numeric	85 unique values 0 missing
nR03	numeric	2 unique values 0 missing
CATS2D_09_DA	numeric	5 unique values 0 missing
GATS7p	numeric	79 unique values 0 missing
nR05	numeric	5 unique values 0 missing
CATS2D_09_DD	numeric	3 unique values 0 missing
GATS7s	numeric	86 unique values 0 missing
nR06	numeric	5 unique values 0 missing
CATS2D_09_DL	numeric	7 unique values 0 missing
GATS7v	numeric	78 unique values 0 missing
nR07	numeric	2 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS8e	numeric	87 unique values 0 missing
nR08	numeric	2 unique values 0 missing
CATS2D_09_LL	numeric	13 unique values 0 missing
GATS8i	numeric	80 unique values 0 missing
nR09	numeric	5 unique values 0 missing
CATS2D_09_NL	numeric	2 unique values 0 missing
GATS8m	numeric	83 unique values 0 missing
nR10	numeric	3 unique values 0 missing
CATS2D_09_PL	numeric	4 unique values 0 missing
GATS8p	numeric	83 unique values 0 missing
nR11	numeric	4 unique values 0 missing
CENT	numeric	85 unique values 0 missing
GATS8s	numeric	82 unique values 0 missing
nR12	numeric	4 unique values 0 missing
Chi0_AEA.bo.	numeric	86 unique values 0 missing
GATS8v	numeric	77 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

853

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

852

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfNumericFeatures

99.88

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

4.62

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

0.12

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

-9.43

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.75

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

9.43

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

-0.31

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.06

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

MaxStdDevOfNumericAtts

23820.92

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

0.17

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

7.04

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.06

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

113.17

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.19

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

AutoCorrelation

0.7

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

0.49

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

Dimensionality

9.58

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.05

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

1.38

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

64.99

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.53