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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163111

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL1163111 (TID: 103440), and it has 72 rows and 1154 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).

1156 features

pXC50 (target)	numeric	39 unique values 0 missing
molecule_id (row identifier)	nominal	72 unique values 0 missing
Eig02_EA.ri.	numeric	59 unique values 0 missing
MATS2v	numeric	57 unique values 0 missing
S3K	numeric	64 unique values 0 missing
SpMin3_Bh.e.	numeric	33 unique values 0 missing
AAC	numeric	50 unique values 0 missing
Eig03_AEA.bo.	numeric	49 unique values 0 missing
MATS3e	numeric	50 unique values 0 missing
SAacc	numeric	29 unique values 0 missing
SpMin3_Bh.i.	numeric	28 unique values 0 missing
AECC	numeric	45 unique values 0 missing
Eig03_AEA.dm.	numeric	49 unique values 0 missing
MATS3i	numeric	59 unique values 0 missing
SaaCH	numeric	70 unique values 0 missing
SpMin3_Bh.m.	numeric	43 unique values 0 missing
ALOGP	numeric	68 unique values 0 missing
Eig03_AEA.ed.	numeric	35 unique values 0 missing
MATS3m	numeric	52 unique values 0 missing
SaaN	numeric	2 unique values 0 missing
SpMin3_Bh.p.	numeric	51 unique values 0 missing
ALOGP2	numeric	71 unique values 0 missing
Eig03_AEA.ri.	numeric	44 unique values 0 missing
MATS3p	numeric	56 unique values 0 missing
SaasC	numeric	70 unique values 0 missing
SpMin3_Bh.s.	numeric	50 unique values 0 missing
AMR	numeric	71 unique values 0 missing
Eig03_EA	numeric	38 unique values 0 missing
MATS3s	numeric	55 unique values 0 missing
SAdon	numeric	6 unique values 0 missing
SpMin3_Bh.v.	numeric	50 unique values 0 missing
AMW	numeric	56 unique values 0 missing
Eig03_EA.bo.	numeric	44 unique values 0 missing
MATS3v	numeric	56 unique values 0 missing
SAtot	numeric	68 unique values 0 missing
SpMin4_Bh.e.	numeric	57 unique values 0 missing
ARR	numeric	18 unique values 0 missing
Eig03_EA.dm.	numeric	6 unique values 0 missing
MATS4e	numeric	57 unique values 0 missing
SCBO	numeric	18 unique values 0 missing
SpMin4_Bh.i.	numeric	51 unique values 0 missing
ATS1e	numeric	58 unique values 0 missing
Eig03_EA.ed.	numeric	44 unique values 0 missing
MATS4i	numeric	59 unique values 0 missing
SddsN	numeric	4 unique values 0 missing
SpMin4_Bh.m.	numeric	54 unique values 0 missing
ATS1i	numeric	61 unique values 0 missing
Eig03_EA.ri.	numeric	36 unique values 0 missing
MATS4m	numeric	54 unique values 0 missing
SdO	numeric	72 unique values 0 missing
SpMin4_Bh.p.	numeric	64 unique values 0 missing
ATS1m	numeric	59 unique values 0 missing
Eig04_AEA.bo.	numeric	38 unique values 0 missing
MATS4p	numeric	55 unique values 0 missing
SdsCH	numeric	64 unique values 0 missing
SpMin4_Bh.s.	numeric	36 unique values 0 missing
ATS1p	numeric	61 unique values 0 missing
Eig04_AEA.dm.	numeric	36 unique values 0 missing
MATS4s	numeric	60 unique values 0 missing
SdssC	numeric	68 unique values 0 missing
SpMin4_Bh.v.	numeric	59 unique values 0 missing
ATS1s	numeric	66 unique values 0 missing
Eig04_AEA.ed.	numeric	28 unique values 0 missing
MATS4v	numeric	55 unique values 0 missing
Se	numeric	57 unique values 0 missing
SpMin5_Bh.e.	numeric	35 unique values 0 missing
ATS1v	numeric	62 unique values 0 missing
Eig04_AEA.ri.	numeric	52 unique values 0 missing
MATS5e	numeric	56 unique values 0 missing
Si	numeric	57 unique values 0 missing
SpMin5_Bh.i.	numeric	45 unique values 0 missing
ATS2e	numeric	65 unique values 0 missing
Eig04_EA	numeric	39 unique values 0 missing
MATS5i	numeric	59 unique values 0 missing
SIC0	numeric	38 unique values 0 missing
SpMin5_Bh.m.	numeric	30 unique values 0 missing
ATS2i	numeric	65 unique values 0 missing
Eig04_EA.bo.	numeric	40 unique values 0 missing
MATS5m	numeric	59 unique values 0 missing
SIC1	numeric	55 unique values 0 missing
SpMin5_Bh.p.	numeric	45 unique values 0 missing
ATS2m	numeric	62 unique values 0 missing
Eig04_EA.dm.	numeric	8 unique values 0 missing
MATS5p	numeric	59 unique values 0 missing
SIC2	numeric	49 unique values 0 missing
SpMin5_Bh.s.	numeric	37 unique values 0 missing
ATS2p	numeric	63 unique values 0 missing
Eig04_EA.ed.	numeric	34 unique values 0 missing
MATS5s	numeric	52 unique values 0 missing
SIC3	numeric	50 unique values 0 missing
SpMin5_Bh.v.	numeric	36 unique values 0 missing
ATS2s	numeric	65 unique values 0 missing
Eig04_EA.ri.	numeric	51 unique values 0 missing
MATS5v	numeric	58 unique values 0 missing
SIC4	numeric	39 unique values 0 missing
SpMin6_Bh.e.	numeric	40 unique values 0 missing
ATS2v	numeric	63 unique values 0 missing
Eig05_AEA.bo.	numeric	31 unique values 0 missing
MATS6e	numeric	64 unique values 0 missing
SIC5	numeric	39 unique values 0 missing
SpMin6_Bh.i.	numeric	35 unique values 0 missing
ATS3e	numeric	64 unique values 0 missing
Eig05_AEA.dm.	numeric	50 unique values 0 missing
MATS6i	numeric	62 unique values 0 missing
SM02_AEA.bo.	numeric	37 unique values 0 missing
SpMin6_Bh.m.	numeric	26 unique values 0 missing
ATS3i	numeric	66 unique values 0 missing
Eig05_AEA.ed.	numeric	21 unique values 0 missing
MATS6m	numeric	64 unique values 0 missing
SM02_AEA.dm.	numeric	40 unique values 0 missing
SpMin6_Bh.p.	numeric	43 unique values 0 missing
ATS3m	numeric	65 unique values 0 missing
Eig05_AEA.ri.	numeric	50 unique values 0 missing
MATS6p	numeric	61 unique values 0 missing
SM02_AEA.ed.	numeric	32 unique values 0 missing
SpMin6_Bh.s.	numeric	34 unique values 0 missing
ATS3p	numeric	70 unique values 0 missing
Eig05_EA	numeric	37 unique values 0 missing
MATS6s	numeric	65 unique values 0 missing
SM02_AEA.ri.	numeric	42 unique values 0 missing
SpMin6_Bh.v.	numeric	39 unique values 0 missing
ATS3s	numeric	62 unique values 0 missing
Eig05_EA.bo.	numeric	35 unique values 0 missing
MATS6v	numeric	56 unique values 0 missing
SM02_EA	numeric	19 unique values 0 missing
SpMin7_Bh.e.	numeric	26 unique values 0 missing
ATS3v	numeric	69 unique values 0 missing
Eig05_EA.dm.	numeric	4 unique values 0 missing
MATS7e	numeric	64 unique values 0 missing
SM02_EA.bo.	numeric	30 unique values 0 missing
SpMin7_Bh.i.	numeric	30 unique values 0 missing
ATS4e	numeric	69 unique values 0 missing
Eig05_EA.ed.	numeric	32 unique values 0 missing
MATS7i	numeric	63 unique values 0 missing
SM02_EA.dm.	numeric	23 unique values 0 missing
SpMin7_Bh.m.	numeric	40 unique values 0 missing
ATS4i	numeric	69 unique values 0 missing
Eig05_EA.ri.	numeric	50 unique values 0 missing
MATS7m	numeric	59 unique values 0 missing
SM02_EA.ed.	numeric	43 unique values 0 missing
SpMin7_Bh.p.	numeric	30 unique values 0 missing
ATS4m	numeric	62 unique values 0 missing
Eig06_AEA.bo.	numeric	40 unique values 0 missing
MATS7p	numeric	63 unique values 0 missing
SM02_EA.ri.	numeric	62 unique values 0 missing
SpMin7_Bh.s.	numeric	45 unique values 0 missing
ATS4p	numeric	66 unique values 0 missing
Eig06_AEA.dm.	numeric	50 unique values 0 missing
MATS7s	numeric	64 unique values 0 missing
SM03_AEA.bo.	numeric	47 unique values 0 missing
SpMin7_Bh.v.	numeric	27 unique values 0 missing
ATS4s	numeric	65 unique values 0 missing
Eig06_AEA.ed.	numeric	41 unique values 0 missing
MATS7v	numeric	50 unique values 0 missing
SM03_AEA.dm.	numeric	36 unique values 0 missing
SpMin8_Bh.e.	numeric	43 unique values 0 missing
ATS4v	numeric	70 unique values 0 missing
Eig06_AEA.ri.	numeric	42 unique values 0 missing
MATS8e	numeric	60 unique values 0 missing
SM03_AEA.ed.	numeric	42 unique values 0 missing
SpMin8_Bh.i.	numeric	38 unique values 0 missing
ATS5e	numeric	69 unique values 0 missing
Eig06_EA	numeric	39 unique values 0 missing
MATS8i	numeric	61 unique values 0 missing
SM03_AEA.ri.	numeric	31 unique values 0 missing
SpMin8_Bh.m.	numeric	36 unique values 0 missing
ATS5i	numeric	64 unique values 0 missing
Eig06_EA.bo.	numeric	41 unique values 0 missing
MATS8m	numeric	63 unique values 0 missing
SM03_EA	numeric	8 unique values 0 missing
SpMin8_Bh.p.	numeric	34 unique values 0 missing
ATS5m	numeric	69 unique values 0 missing
Eig06_EA.ed.	numeric	43 unique values 0 missing
MATS8p	numeric	55 unique values 0 missing
SM03_EA.bo.	numeric	19 unique values 0 missing
SpMin8_Bh.s.	numeric	38 unique values 0 missing
ATS5p	numeric	66 unique values 0 missing
Eig06_EA.ri.	numeric	35 unique values 0 missing
MATS8s	numeric	58 unique values 0 missing
SM03_EA.dm.	numeric	8 unique values 0 missing
SpMin8_Bh.v.	numeric	35 unique values 0 missing
ATS5s	numeric	69 unique values 0 missing
Eig07_AEA.bo.	numeric	50 unique values 0 missing
MATS8v	numeric	57 unique values 0 missing
SM03_EA.ed.	numeric	28 unique values 0 missing
SRW02	numeric	12 unique values 0 missing
ATS5v	numeric	61 unique values 0 missing
Eig07_AEA.dm.	numeric	61 unique values 0 missing
MAXDN	numeric	63 unique values 0 missing
SM03_EA.ri.	numeric	35 unique values 0 missing
SRW04	numeric	32 unique values 0 missing
ATS6e	numeric	67 unique values 0 missing
Eig07_AEA.ed.	numeric	39 unique values 0 missing
MAXDP	numeric	66 unique values 0 missing
SM04_AEA.bo.	numeric	53 unique values 0 missing
SRW05	numeric	3 unique values 0 missing
ATS6i	numeric	67 unique values 0 missing
Eig07_AEA.ri.	numeric	61 unique values 0 missing
MCD	numeric	20 unique values 0 missing
SM04_AEA.dm.	numeric	18 unique values 0 missing
SRW06	numeric	41 unique values 0 missing
ATS6m	numeric	66 unique values 0 missing
Eig07_EA	numeric	41 unique values 0 missing
MDDD	numeric	45 unique values 0 missing
SM04_AEA.ed.	numeric	46 unique values 0 missing
SRW07	numeric	3 unique values 0 missing
ATS6p	numeric	68 unique values 0 missing
Eig07_EA.bo.	numeric	54 unique values 0 missing
Me	numeric	24 unique values 0 missing
SM04_AEA.ri.	numeric	27 unique values 0 missing
SRW08	numeric	43 unique values 0 missing
ATS6s	numeric	70 unique values 0 missing
Eig07_EA.ed.	numeric	42 unique values 0 missing
Mi	numeric	23 unique values 0 missing
SM04_EA	numeric	39 unique values 0 missing
SRW09	numeric	3 unique values 0 missing
ATS6v	numeric	69 unique values 0 missing
Eig07_EA.ri.	numeric	58 unique values 0 missing
MLOGP	numeric	57 unique values 0 missing
SM04_EA.bo.	numeric	51 unique values 0 missing
SRW10	numeric	44 unique values 0 missing
ATS7e	numeric	68 unique values 0 missing
Eig08_AEA.bo.	numeric	41 unique values 0 missing
MLOGP2	numeric	57 unique values 0 missing
SM04_EA.dm.	numeric	25 unique values 0 missing
SsCH3	numeric	33 unique values 0 missing
ATS7i	numeric	69 unique values 0 missing
Eig08_AEA.dm.	numeric	66 unique values 0 missing
Mp	numeric	37 unique values 0 missing
SM04_EA.ed.	numeric	45 unique values 0 missing
SsCl	numeric	5 unique values 0 missing
ATS7m	numeric	68 unique values 0 missing
Eig08_AEA.ed.	numeric	28 unique values 0 missing
MPC01	numeric	12 unique values 0 missing
SM04_EA.ri.	numeric	65 unique values 0 missing
SsF	numeric	5 unique values 0 missing
ATS7p	numeric	68 unique values 0 missing
Eig08_AEA.ri.	numeric	47 unique values 0 missing
MPC02	numeric	19 unique values 0 missing
SM05_AEA.bo.	numeric	49 unique values 0 missing
SsOH	numeric	47 unique values 0 missing
ATS7s	numeric	67 unique values 0 missing
Eig08_EA	numeric	40 unique values 0 missing
MPC03	numeric	22 unique values 0 missing
SM05_AEA.dm.	numeric	19 unique values 0 missing
SssCH2	numeric	71 unique values 0 missing
ATS7v	numeric	69 unique values 0 missing
Eig08_EA.bo.	numeric	51 unique values 0 missing
MPC04	numeric	26 unique values 0 missing
SM05_AEA.ed.	numeric	45 unique values 0 missing
SssNH	numeric	17 unique values 0 missing
ATS8e	numeric	65 unique values 0 missing
Eig08_EA.ed.	numeric	31 unique values 0 missing
MPC05	numeric	31 unique values 0 missing
SM05_AEA.ri.	numeric	24 unique values 0 missing
SssO	numeric	68 unique values 0 missing
ATS8i	numeric	69 unique values 0 missing
Eig08_EA.ri.	numeric	49 unique values 0 missing
MPC06	numeric	29 unique values 0 missing
SM05_EA	numeric	24 unique values 0 missing
SsssCH	numeric	63 unique values 0 missing
ATS8m	numeric	67 unique values 0 missing
Eig09_AEA.bo.	numeric	35 unique values 0 missing
MPC07	numeric	35 unique values 0 missing
SM05_EA.bo.	numeric	42 unique values 0 missing
SsssN	numeric	15 unique values 0 missing
ATS8p	numeric	65 unique values 0 missing
Eig09_AEA.dm.	numeric	56 unique values 0 missing
MPC08	numeric	38 unique values 0 missing
SM05_EA.dm.	numeric	9 unique values 0 missing
SssssC	numeric	8 unique values 0 missing
ATS8s	numeric	70 unique values 0 missing
Eig09_AEA.ed.	numeric	35 unique values 0 missing
MPC09	numeric	38 unique values 0 missing
SM05_EA.ed.	numeric	39 unique values 0 missing
StN	numeric	3 unique values 0 missing
ATS8v	numeric	71 unique values 0 missing
Eig09_AEA.ri.	numeric	50 unique values 0 missing
MPC10	numeric	41 unique values 0 missing
SM05_EA.ri.	numeric	60 unique values 0 missing
StsC	numeric	3 unique values 0 missing
ATSC1e	numeric	44 unique values 0 missing
Eig09_EA	numeric	36 unique values 0 missing
MSD	numeric	46 unique values 0 missing
SM06_AEA.bo.	numeric	55 unique values 0 missing
Sv	numeric	57 unique values 0 missing
ATSC1i	numeric	63 unique values 0 missing
Eig09_EA.bo.	numeric	40 unique values 0 missing
Mv	numeric	35 unique values 0 missing
SM06_AEA.dm.	numeric	21 unique values 0 missing
TIC0	numeric	54 unique values 0 missing
ATSC1m	numeric	66 unique values 0 missing
Eig09_EA.ed.	numeric	27 unique values 0 missing
MW	numeric	57 unique values 0 missing
SM06_AEA.ed.	numeric	47 unique values 0 missing
TIC1	numeric	68 unique values 0 missing
ATSC1p	numeric	64 unique values 0 missing
Eig09_EA.ri.	numeric	53 unique values 0 missing
MWC01	numeric	12 unique values 0 missing
SM06_AEA.ri.	numeric	16 unique values 0 missing
TIC2	numeric	66 unique values 0 missing
ATSC1s	numeric	70 unique values 0 missing
Eig10_AEA.bo.	numeric	25 unique values 0 missing
MWC02	numeric	25 unique values 0 missing
SM06_EA	numeric	45 unique values 0 missing
TIC3	numeric	63 unique values 0 missing
ATSC1v	numeric	65 unique values 0 missing
Eig10_AEA.dm.	numeric	55 unique values 0 missing
MWC03	numeric	30 unique values 0 missing
SM06_EA.bo.	numeric	57 unique values 0 missing
TIC4	numeric	57 unique values 0 missing
ATSC2e	numeric	55 unique values 0 missing
Eig10_AEA.ed.	numeric	27 unique values 0 missing
MWC04	numeric	45 unique values 0 missing
SM06_EA.dm.	numeric	25 unique values 0 missing
TIC5	numeric	59 unique values 0 missing
ATSC2i	numeric	64 unique values 0 missing
Eig10_AEA.ri.	numeric	32 unique values 0 missing
MWC05	numeric	45 unique values 0 missing
SM06_EA.ed.	numeric	45 unique values 0 missing
TIE	numeric	72 unique values 0 missing
ATSC2m	numeric	70 unique values 0 missing
Eig10_EA	numeric	18 unique values 0 missing
MWC06	numeric	46 unique values 0 missing
SM06_EA.ri.	numeric	67 unique values 0 missing
TPC	numeric	37 unique values 0 missing
ATSC2p	numeric	70 unique values 0 missing
Eig10_EA.bo.	numeric	28 unique values 0 missing
MWC07	numeric	46 unique values 0 missing
SM07_AEA.bo.	numeric	56 unique values 0 missing
TPSA.NO.	numeric	25 unique values 0 missing
ATSC2s	numeric	72 unique values 0 missing
Eig10_EA.ed.	numeric	24 unique values 0 missing
MWC08	numeric	44 unique values 0 missing
SM07_AEA.dm.	numeric	34 unique values 0 missing
TPSA.Tot.	numeric	25 unique values 0 missing
ATSC2v	numeric	69 unique values 0 missing
Eig10_EA.ri.	numeric	35 unique values 0 missing
MWC09	numeric	45 unique values 0 missing
SM07_AEA.ed.	numeric	47 unique values 0 missing
TRS	numeric	5 unique values 0 missing
ATSC3e	numeric	62 unique values 0 missing
Eig11_AEA.bo.	numeric	28 unique values 0 missing
MWC10	numeric	46 unique values 0 missing
SM07_AEA.ri.	numeric	21 unique values 0 missing
TWC	numeric	43 unique values 0 missing
ATSC3i	numeric	70 unique values 0 missing
Eig11_AEA.dm.	numeric	44 unique values 0 missing
N.	numeric	8 unique values 0 missing
SM07_EA	numeric	39 unique values 0 missing
Uc	numeric	8 unique values 0 missing
ATSC3m	numeric	72 unique values 0 missing
Eig11_AEA.ed.	numeric	23 unique values 0 missing
N.067	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	52 unique values 0 missing
Ui	numeric	7 unique values 0 missing
ATSC3p	numeric	72 unique values 0 missing
Eig11_AEA.ri.	numeric	20 unique values 0 missing
N.068	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	9 unique values 0 missing
Uindex	numeric	47 unique values 0 missing
ATSC3s	numeric	72 unique values 0 missing
Eig11_EA	numeric	19 unique values 0 missing
N.070	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	41 unique values 0 missing
UNIP	numeric	37 unique values 0 missing
ATSC3v	numeric	72 unique values 0 missing
Eig11_EA.bo.	numeric	26 unique values 0 missing
N.071	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	63 unique values 0 missing
VAR	numeric	32 unique values 0 missing
ATSC4e	numeric	67 unique values 0 missing
Eig11_EA.ed.	numeric	16 unique values 0 missing
N.074	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	60 unique values 0 missing
Vindex	numeric	36 unique values 0 missing
ATSC4i	numeric	67 unique values 0 missing
Eig11_EA.ri.	numeric	20 unique values 0 missing
N.075	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	38 unique values 0 missing
VvdwMG	numeric	57 unique values 0 missing
ATSC4m	numeric	72 unique values 0 missing
Eig12_AEA.bo.	numeric	36 unique values 0 missing
N.076	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	45 unique values 0 missing
VvdwZAZ	numeric	57 unique values 0 missing
ATSC4p	numeric	71 unique values 0 missing
Eig12_AEA.dm.	numeric	34 unique values 0 missing
NaaCH	numeric	7 unique values 0 missing
SM08_AEA.ri.	numeric	38 unique values 0 missing
Vx	numeric	57 unique values 0 missing
ATSC4s	numeric	72 unique values 0 missing
Eig12_AEA.ed.	numeric	28 unique values 0 missing
NaaN	numeric	2 unique values 0 missing
SM08_EA	numeric	46 unique values 0 missing
Wap	numeric	46 unique values 0 missing
ATSC4v	numeric	71 unique values 0 missing
Eig12_AEA.ri.	numeric	25 unique values 0 missing
NaasC	numeric	6 unique values 0 missing
SM08_EA.bo.	numeric	57 unique values 0 missing
X.	numeric	7 unique values 0 missing
ATSC5e	numeric	60 unique values 0 missing
Eig12_EA	numeric	21 unique values 0 missing
nAB	numeric	4 unique values 0 missing
SM08_EA.dm.	numeric	25 unique values 0 missing
X0	numeric	33 unique values 0 missing
ATSC5i	numeric	69 unique values 0 missing
Eig12_EA.bo.	numeric	31 unique values 0 missing
nArCHO	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	44 unique values 0 missing
X0A	numeric	22 unique values 0 missing
ATSC5m	numeric	72 unique values 0 missing
Eig12_EA.ed.	numeric	21 unique values 0 missing
nArCN	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	64 unique values 0 missing
X0Av	numeric	46 unique values 0 missing
ATSC5p	numeric	72 unique values 0 missing
Eig12_EA.ri.	numeric	25 unique values 0 missing
nArCO	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	18 unique values 0 missing
X0sol	numeric	36 unique values 0 missing
ATSC5s	numeric	72 unique values 0 missing
Eig13_AEA.bo.	numeric	43 unique values 0 missing
nArCOOR	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	39 unique values 0 missing
X0v	numeric	69 unique values 0 missing
ATSC5v	numeric	70 unique values 0 missing
Eig13_AEA.dm.	numeric	29 unique values 0 missing
nArNHR	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	46 unique values 0 missing
X1	numeric	43 unique values 0 missing
ATSC6e	numeric	69 unique values 0 missing
Eig13_AEA.ed.	numeric	34 unique values 0 missing
nArNO2	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	36 unique values 0 missing
X1A	numeric	21 unique values 0 missing
ATSC6i	numeric	70 unique values 0 missing
Eig13_AEA.ri.	numeric	55 unique values 0 missing
nArNR2	numeric	2 unique values 0 missing
SM09_EA	numeric	43 unique values 0 missing
X1Av	numeric	44 unique values 0 missing
ATSC6m	numeric	72 unique values 0 missing
Eig13_EA	numeric	34 unique values 0 missing
nArOH	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	52 unique values 0 missing
X1Kup	numeric	69 unique values 0 missing
ATSC6p	numeric	72 unique values 0 missing
Eig13_EA.bo.	numeric	41 unique values 0 missing
nArOR	numeric	6 unique values 0 missing
SM09_EA.dm.	numeric	8 unique values 0 missing
X1Mad	numeric	56 unique values 0 missing
ATSC6s	numeric	72 unique values 0 missing
Eig13_EA.ed.	numeric	38 unique values 0 missing
nArX	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	42 unique values 0 missing
X1MulPer	numeric	68 unique values 0 missing
ATSC6v	numeric	72 unique values 0 missing
Eig13_EA.ri.	numeric	52 unique values 0 missing
nAT	numeric	22 unique values 0 missing
SM09_EA.ri.	numeric	63 unique values 0 missing
X1Per	numeric	69 unique values 0 missing
ATSC7e	numeric	69 unique values 0 missing
Eig14_AEA.bo.	numeric	41 unique values 0 missing
nBM	numeric	8 unique values 0 missing
SM10_AEA.bo.	numeric	43 unique values 0 missing
X1sol	numeric	45 unique values 0 missing
ATSC7i	numeric	70 unique values 0 missing
Eig14_AEA.dm.	numeric	38 unique values 0 missing
nBnz	numeric	4 unique values 0 missing
SM10_AEA.dm.	numeric	21 unique values 0 missing
X1v	numeric	71 unique values 0 missing
ATSC7m	numeric	72 unique values 0 missing
Eig14_AEA.ed.	numeric	38 unique values 0 missing
nBO	numeric	12 unique values 0 missing
SM10_AEA.ed.	numeric	41 unique values 0 missing
X2	numeric	47 unique values 0 missing
ATSC7p	numeric	71 unique values 0 missing
Eig14_AEA.ri.	numeric	44 unique values 0 missing
nBT	numeric	23 unique values 0 missing
SM10_AEA.ri.	numeric	40 unique values 0 missing
X2A	numeric	21 unique values 0 missing
ATSC7s	numeric	72 unique values 0 missing
Eig14_EA	numeric	38 unique values 0 missing
nC	numeric	11 unique values 0 missing
SM10_EA	numeric	44 unique values 0 missing
X2Av	numeric	41 unique values 0 missing
ATSC7v	numeric	71 unique values 0 missing
Eig14_EA.bo.	numeric	41 unique values 0 missing
nCar	numeric	5 unique values 0 missing
SM10_EA.bo.	numeric	51 unique values 0 missing
X2sol	numeric	49 unique values 0 missing
ATSC8e	numeric	67 unique values 0 missing
Eig14_EA.ed.	numeric	36 unique values 0 missing
nCb.	numeric	6 unique values 0 missing
SM10_EA.dm.	numeric	24 unique values 0 missing
X2v	numeric	71 unique values 0 missing
ATSC8i	numeric	69 unique values 0 missing
Eig14_EA.ri.	numeric	40 unique values 0 missing
nCbH	numeric	7 unique values 0 missing
SM10_EA.ed.	numeric	41 unique values 0 missing
X3	numeric	47 unique values 0 missing
ATSC8m	numeric	72 unique values 0 missing
Eig15_AEA.bo.	numeric	54 unique values 0 missing
nCconj	numeric	4 unique values 0 missing
SM10_EA.ri.	numeric	65 unique values 0 missing
X3A	numeric	16 unique values 0 missing
ATSC8p	numeric	72 unique values 0 missing
Eig15_AEA.dm.	numeric	58 unique values 0 missing
nCIC	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	38 unique values 0 missing
X3Av	numeric	28 unique values 0 missing
ATSC8s	numeric	72 unique values 0 missing
Eig15_AEA.ed.	numeric	39 unique values 0 missing
nCIR	numeric	5 unique values 0 missing
SM11_AEA.dm.	numeric	43 unique values 0 missing
X3sol	numeric	49 unique values 0 missing
ATSC8v	numeric	71 unique values 0 missing
Eig15_AEA.ri.	numeric	60 unique values 0 missing
nCL	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	39 unique values 0 missing
X3v	numeric	71 unique values 0 missing
BAC	numeric	22 unique values 0 missing
Eig15_EA	numeric	39 unique values 0 missing
nCp	numeric	5 unique values 0 missing
SM11_AEA.ri.	numeric	13 unique values 0 missing
X4	numeric	47 unique values 0 missing
BBI	numeric	19 unique values 0 missing
Eig15_EA.bo.	numeric	49 unique values 0 missing
nCq	numeric	3 unique values 0 missing
SM11_EA	numeric	43 unique values 0 missing
X4A	numeric	12 unique values 0 missing
BIC0	numeric	37 unique values 0 missing
Eig15_EA.ed.	numeric	40 unique values 0 missing
nCrq	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	53 unique values 0 missing
X4Av	numeric	20 unique values 0 missing
BIC1	numeric	52 unique values 0 missing
Eig15_EA.ri.	numeric	49 unique values 0 missing
nCrs	numeric	6 unique values 0 missing
SM11_EA.dm.	numeric	8 unique values 0 missing
X4sol	numeric	49 unique values 0 missing
BIC2	numeric	47 unique values 0 missing
Eta_alpha	numeric	36 unique values 0 missing
nCrt	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	40 unique values 0 missing
X4v	numeric	71 unique values 0 missing
BIC3	numeric	43 unique values 0 missing
Eta_alpha_A	numeric	22 unique values 0 missing
nCRX3	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	65 unique values 0 missing
X5	numeric	47 unique values 0 missing
BIC4	numeric	40 unique values 0 missing
Eta_B	numeric	23 unique values 0 missing
nCs	numeric	10 unique values 0 missing
SM12_AEA.bo.	numeric	39 unique values 0 missing
X5A	numeric	11 unique values 0 missing
BIC5	numeric	36 unique values 0 missing
Eta_B_A	numeric	15 unique values 0 missing
nCsp	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	44 unique values 0 missing
X5Av	numeric	15 unique values 0 missing
BID	numeric	18 unique values 0 missing
Eta_beta	numeric	39 unique values 0 missing
nCsp2	numeric	8 unique values 0 missing
SM12_AEA.ed.	numeric	43 unique values 0 missing
X5sol	numeric	49 unique values 0 missing
BLI	numeric	63 unique values 0 missing
Eta_beta_A	numeric	53 unique values 0 missing
nCsp3	numeric	16 unique values 0 missing
SM12_AEA.ri.	numeric	51 unique values 0 missing
X5v	numeric	67 unique values 0 missing
BLTA96	numeric	56 unique values 0 missing
Eta_betaP	numeric	12 unique values 0 missing
nCt	numeric	4 unique values 0 missing
SM12_EA	numeric	47 unique values 0 missing
Xindex	numeric	37 unique values 0 missing
BLTD48	numeric	54 unique values 0 missing
Eta_betaP_A	numeric	44 unique values 0 missing
nDB	numeric	5 unique values 0 missing
SM12_EA.bo.	numeric	53 unique values 0 missing
XMOD	numeric	56 unique values 0 missing
BLTF96	numeric	55 unique values 0 missing
Eta_betaS	numeric	24 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	24 unique values 0 missing
Xt	numeric	26 unique values 0 missing
C.	numeric	37 unique values 0 missing
Eta_betaS_A	numeric	22 unique values 0 missing
NdO	numeric	4 unique values 0 missing
SM12_EA.ed.	numeric	41 unique values 0 missing
Xu	numeric	47 unique values 0 missing
C.001	numeric	4 unique values 0 missing
Eta_C	numeric	72 unique values 0 missing
NdsCH	numeric	3 unique values 0 missing
SM12_EA.ri.	numeric	64 unique values 0 missing
Yindex	numeric	43 unique values 0 missing
C.002	numeric	7 unique values 0 missing
Eta_C_A	numeric	61 unique values 0 missing
NdssC	numeric	3 unique values 0 missing
SM13_AEA.bo.	numeric	37 unique values 0 missing
ZM1	numeric	25 unique values 0 missing
C.003	numeric	4 unique values 0 missing
Eta_epsi	numeric	54 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	34 unique values 0 missing
ZM1Kup	numeric	68 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eta_epsi_A	numeric	43 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	42 unique values 0 missing
ZM1Mad	numeric	55 unique values 0 missing
C.005	numeric	4 unique values 0 missing
Eta_F	numeric	72 unique values 0 missing
nF	numeric	3 unique values 0 missing
SM13_AEA.ri.	numeric	44 unique values 0 missing
ZM1MulPer	numeric	70 unique values 0 missing
C.006	numeric	6 unique values 0 missing
Eta_F_A	numeric	64 unique values 0 missing
nH	numeric	19 unique values 0 missing
SM13_EA	numeric	44 unique values 0 missing
ZM1Per	numeric	70 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eta_FL	numeric	66 unique values 0 missing
nHAcc	numeric	6 unique values 0 missing
SM13_EA.bo.	numeric	55 unique values 0 missing
ZM1V	numeric	49 unique values 0 missing
C.008	numeric	4 unique values 0 missing
Eta_FL_A	numeric	45 unique values 0 missing
nHDon	numeric	4 unique values 0 missing
SM13_EA.dm.	numeric	8 unique values 0 missing
ZM2	numeric	30 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eta_L	numeric	71 unique values 0 missing
nHet	numeric	6 unique values 0 missing
SM13_EA.ed.	numeric	37 unique values 0 missing
ZM2Kup	numeric	71 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eta_L_A	numeric	50 unique values 0 missing
nHM	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	60 unique values 0 missing
ZM2Mad	numeric	57 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eta_sh_p	numeric	42 unique values 0 missing
nN	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	39 unique values 0 missing
ZM2MulPer	numeric	70 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eta_sh_x	numeric	6 unique values 0 missing
NNRS	numeric	5 unique values 0 missing
SM14_AEA.dm.	numeric	32 unique values 0 missing
ZM2Per	numeric	70 unique values 0 missing
C.017	numeric	2 unique values 0 missing
Eta_sh_y	numeric	43 unique values 0 missing
nO	numeric	5 unique values 0 missing
SM14_AEA.ed.	numeric	42 unique values 0 missing
ZM2V	numeric	54 unique values 0 missing
C.018	numeric	2 unique values 0 missing
F.083	numeric	2 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	40 unique values 0 missing
C.019	numeric	2 unique values 0 missing
F.084	numeric	2 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM14_EA	numeric	45 unique values 0 missing
C.024	numeric	7 unique values 0 missing
GATS1e	numeric	50 unique values 0 missing
nPyridines	numeric	2 unique values 0 missing
SM14_EA.bo.	numeric	51 unique values 0 missing
C.025	numeric	4 unique values 0 missing
GATS1i	numeric	61 unique values 0 missing
nR05	numeric	3 unique values 0 missing
SM14_EA.dm.	numeric	23 unique values 0 missing
C.026	numeric	5 unique values 0 missing
GATS1m	numeric	61 unique values 0 missing
nR06	numeric	3 unique values 0 missing
SM14_EA.ed.	numeric	33 unique values 0 missing
C.027	numeric	2 unique values 0 missing
GATS1p	numeric	60 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM14_EA.ri.	numeric	66 unique values 0 missing
C.037	numeric	2 unique values 0 missing
GATS1s	numeric	61 unique values 0 missing
nR09	numeric	2 unique values 0 missing
SM15_AEA.bo.	numeric	41 unique values 0 missing
C.038	numeric	2 unique values 0 missing
GATS1v	numeric	58 unique values 0 missing
nR10	numeric	3 unique values 0 missing
SM15_AEA.dm.	numeric	43 unique values 0 missing
C.039	numeric	3 unique values 0 missing
GATS2e	numeric	66 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM15_AEA.ed.	numeric	43 unique values 0 missing
C.040	numeric	2 unique values 0 missing
GATS2i	numeric	64 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM15_AEA.ri.	numeric	35 unique values 0 missing
CATS2D_01_AA	numeric	2 unique values 0 missing
GATS2m	numeric	65 unique values 0 missing
nR.Cs	numeric	3 unique values 0 missing
SM15_EA	numeric	42 unique values 0 missing
CATS2D_01_LL	numeric	13 unique values 0 missing
GATS2p	numeric	62 unique values 0 missing
nR.Ct	numeric	2 unique values 0 missing
SM15_EA.bo.	numeric	50 unique values 0 missing
CATS2D_02_AA	numeric	2 unique values 0 missing
GATS2s	numeric	63 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
SM15_EA.dm.	numeric	7 unique values 0 missing
CATS2D_02_AL	numeric	8 unique values 0 missing
GATS2v	numeric	59 unique values 0 missing
nRNR2	numeric	2 unique values 0 missing
SM15_EA.ed.	numeric	32 unique values 0 missing
CATS2D_02_DL	numeric	6 unique values 0 missing
GATS3e	numeric	59 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM15_EA.ri.	numeric	66 unique values 0 missing
CATS2D_02_LL	numeric	13 unique values 0 missing
GATS3i	numeric	60 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SMTI	numeric	47 unique values 0 missing
CATS2D_03_AA	numeric	3 unique values 0 missing
GATS3m	numeric	58 unique values 0 missing
NRS	numeric	4 unique values 0 missing
SMTIV	numeric	70 unique values 0 missing
CATS2D_03_AL	numeric	10 unique values 0 missing
GATS3p	numeric	63 unique values 0 missing
NsCH3	numeric	4 unique values 0 missing
SNar	numeric	28 unique values 0 missing
CATS2D_03_DA	numeric	3 unique values 0 missing
GATS3s	numeric	63 unique values 0 missing
NsCl	numeric	2 unique values 0 missing
Sp	numeric	57 unique values 0 missing
CATS2D_03_DD	numeric	3 unique values 0 missing
GATS3v	numeric	56 unique values 0 missing
NsF	numeric	3 unique values 0 missing
SpAD_AEA.bo.	numeric	60 unique values 0 missing
CATS2D_03_DL	numeric	5 unique values 0 missing
GATS4e	numeric	64 unique values 0 missing
nSK	numeric	11 unique values 0 missing
SpAD_AEA.dm.	numeric	70 unique values 0 missing
CATS2D_03_LL	numeric	13 unique values 0 missing
GATS4i	numeric	59 unique values 0 missing
NsOH	numeric	4 unique values 0 missing
SpAD_AEA.ed.	numeric	47 unique values 0 missing
CATS2D_04_AA	numeric	6 unique values 0 missing
GATS4m	numeric	60 unique values 0 missing
NssCH2	numeric	11 unique values 0 missing
SpAD_AEA.ri.	numeric	69 unique values 0 missing
CATS2D_04_AL	numeric	10 unique values 0 missing
GATS4p	numeric	56 unique values 0 missing
NssNH	numeric	2 unique values 0 missing
SpAD_EA	numeric	46 unique values 0 missing
CATS2D_04_DA	numeric	4 unique values 0 missing
GATS4s	numeric	66 unique values 0 missing
NssO	numeric	5 unique values 0 missing
SpAD_EA.bo.	numeric	60 unique values 0 missing
CATS2D_04_DD	numeric	3 unique values 0 missing
GATS4v	numeric	58 unique values 0 missing
NsssCH	numeric	6 unique values 0 missing
SpAD_EA.dm.	numeric	25 unique values 0 missing
CATS2D_04_DL	numeric	7 unique values 0 missing
GATS5e	numeric	71 unique values 0 missing
NsssN	numeric	2 unique values 0 missing
SpAD_EA.ed.	numeric	47 unique values 0 missing
CATS2D_04_LL	numeric	9 unique values 0 missing
GATS5i	numeric	60 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SpAD_EA.ri.	numeric	69 unique values 0 missing
CATS2D_05_AA	numeric	3 unique values 0 missing
GATS5m	numeric	59 unique values 0 missing
nTB	numeric	2 unique values 0 missing
SpDiam_AEA.bo.	numeric	19 unique values 0 missing
CATS2D_05_AL	numeric	10 unique values 0 missing
GATS5p	numeric	66 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SpDiam_AEA.dm.	numeric	19 unique values 0 missing
CATS2D_05_DA	numeric	3 unique values 0 missing
GATS5s	numeric	67 unique values 0 missing
NtsC	numeric	2 unique values 0 missing
SpDiam_AEA.ed.	numeric	20 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
GATS5v	numeric	63 unique values 0 missing
nX	numeric	3 unique values 0 missing
SpDiam_AEA.ri.	numeric	25 unique values 0 missing
CATS2D_05_DL	numeric	7 unique values 0 missing
GATS6e	numeric	67 unique values 0 missing
O.	numeric	37 unique values 0 missing
SpDiam_EA	numeric	18 unique values 0 missing
CATS2D_05_LL	numeric	11 unique values 0 missing
GATS6i	numeric	64 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SpDiam_EA.bo.	numeric	13 unique values 0 missing
CATS2D_06_AA	numeric	4 unique values 0 missing
GATS6m	numeric	68 unique values 0 missing
O.057	numeric	3 unique values 0 missing
SpDiam_EA.dm.	numeric	11 unique values 0 missing
CATS2D_06_AL	numeric	8 unique values 0 missing
GATS6p	numeric	58 unique values 0 missing
O.058	numeric	2 unique values 0 missing
SpDiam_EA.ed.	numeric	23 unique values 0 missing
CATS2D_06_DA	numeric	4 unique values 0 missing
GATS6s	numeric	68 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SpDiam_EA.ri.	numeric	18 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
GATS6v	numeric	59 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SPI	numeric	47 unique values 0 missing
CATS2D_06_DL	numeric	6 unique values 0 missing
GATS7e	numeric	63 unique values 0 missing
O.061	numeric	2 unique values 0 missing
SpMAD_AEA.bo.	numeric	47 unique values 0 missing
CATS2D_06_LL	numeric	12 unique values 0 missing
GATS7i	numeric	64 unique values 0 missing
ON0	numeric	27 unique values 0 missing
SpMAD_AEA.dm.	numeric	52 unique values 0 missing
CATS2D_07_AA	numeric	4 unique values 0 missing
GATS7m	numeric	63 unique values 0 missing
ON0V	numeric	58 unique values 0 missing
SpMAD_AEA.ed.	numeric	37 unique values 0 missing
CATS2D_07_AL	numeric	10 unique values 0 missing
GATS7p	numeric	60 unique values 0 missing
ON1	numeric	31 unique values 0 missing
SpMAD_AEA.ri.	numeric	42 unique values 0 missing
CATS2D_07_DA	numeric	3 unique values 0 missing
GATS7s	numeric	67 unique values 0 missing
ON1V	numeric	68 unique values 0 missing
SpMAD_EA	numeric	36 unique values 0 missing
CATS2D_07_DD	numeric	2 unique values 0 missing
GATS7v	numeric	60 unique values 0 missing
PCD	numeric	50 unique values 0 missing
SpMAD_EA.bo.	numeric	51 unique values 0 missing
CATS2D_07_DL	numeric	7 unique values 0 missing
GATS8e	numeric	68 unique values 0 missing
PCR	numeric	40 unique values 0 missing
SpMAD_EA.dm.	numeric	45 unique values 0 missing
CATS2D_07_LL	numeric	13 unique values 0 missing
GATS8i	numeric	63 unique values 0 missing
PDI	numeric	53 unique values 0 missing
SpMAD_EA.ed.	numeric	44 unique values 0 missing
CATS2D_08_AA	numeric	4 unique values 0 missing
GATS8m	numeric	62 unique values 0 missing
PHI	numeric	61 unique values 0 missing
SpMAD_EA.ri.	numeric	48 unique values 0 missing
CATS2D_08_AL	numeric	12 unique values 0 missing
GATS8p	numeric	59 unique values 0 missing
piID	numeric	47 unique values 0 missing
SpMax1_Bh.e.	numeric	32 unique values 0 missing
CATS2D_08_DA	numeric	3 unique values 0 missing
GATS8s	numeric	68 unique values 0 missing
piPC01	numeric	18 unique values 0 missing
SpMax1_Bh.i.	numeric	35 unique values 0 missing
CATS2D_08_DL	numeric	7 unique values 0 missing
GATS8v	numeric	59 unique values 0 missing
piPC02	numeric	30 unique values 0 missing
SpMax1_Bh.m.	numeric	37 unique values 0 missing
CATS2D_08_LL	numeric	12 unique values 0 missing
GGI1	numeric	9 unique values 0 missing
piPC03	numeric	40 unique values 0 missing
SpMax1_Bh.p.	numeric	35 unique values 0 missing
CATS2D_09_AA	numeric	4 unique values 0 missing
GGI10	numeric	27 unique values 0 missing
piPC04	numeric	52 unique values 0 missing
SpMax1_Bh.s.	numeric	8 unique values 0 missing
CATS2D_09_AL	numeric	7 unique values 0 missing
GGI2	numeric	12 unique values 0 missing
piPC05	numeric	52 unique values 0 missing
SpMax1_Bh.v.	numeric	36 unique values 0 missing
CATS2D_09_DA	numeric	3 unique values 0 missing
GGI3	numeric	20 unique values 0 missing
piPC06	numeric	55 unique values 0 missing
SpMax2_Bh.e.	numeric	32 unique values 0 missing
CATS2D_09_DD	numeric	2 unique values 0 missing
GGI4	numeric	31 unique values 0 missing
piPC07	numeric	55 unique values 0 missing
SpMax2_Bh.i.	numeric	33 unique values 0 missing
CATS2D_09_DL	numeric	6 unique values 0 missing
GGI5	numeric	34 unique values 0 missing
piPC08	numeric	55 unique values 0 missing
SpMax2_Bh.m.	numeric	47 unique values 0 missing
CATS2D_09_LL	numeric	13 unique values 0 missing
GGI6	numeric	32 unique values 0 missing
piPC09	numeric	56 unique values 0 missing
SpMax2_Bh.p.	numeric	32 unique values 0 missing
CENT	numeric	45 unique values 0 missing
GGI7	numeric	36 unique values 0 missing
piPC10	numeric	56 unique values 0 missing
SpMax2_Bh.s.	numeric	27 unique values 0 missing
Chi0_AEA.bo.	numeric	42 unique values 0 missing
GGI8	numeric	34 unique values 0 missing
PJI2	numeric	5 unique values 0 missing
SpMax2_Bh.v.	numeric	46 unique values 0 missing
Chi0_AEA.dm.	numeric	42 unique values 0 missing
GGI9	numeric	37 unique values 0 missing
Pol	numeric	19 unique values 0 missing
SpMax3_Bh.e.	numeric	29 unique values 0 missing
Chi0_AEA.ed.	numeric	42 unique values 0 missing
GMTI	numeric	47 unique values 0 missing
Psi_e_0	numeric	69 unique values 0 missing
SpMax3_Bh.i.	numeric	37 unique values 0 missing
Chi0_AEA.ri.	numeric	42 unique values 0 missing
GMTIV	numeric	69 unique values 0 missing
Psi_e_1	numeric	71 unique values 0 missing
SpMax3_Bh.m.	numeric	25 unique values 0 missing
Chi0_EA	numeric	42 unique values 0 missing
GNar	numeric	31 unique values 0 missing
Psi_e_A	numeric	62 unique values 0 missing
SpMax3_Bh.p.	numeric	25 unique values 0 missing
Chi0_EA.bo.	numeric	54 unique values 0 missing
H.	numeric	43 unique values 0 missing
Psi_i_0	numeric	69 unique values 0 missing
SpMax3_Bh.s.	numeric	38 unique values 0 missing
Chi0_EA.dm.	numeric	61 unique values 0 missing
H.046	numeric	11 unique values 0 missing
Psi_i_1	numeric	71 unique values 0 missing
SpMax3_Bh.v.	numeric	25 unique values 0 missing
Chi0_EA.ed.	numeric	47 unique values 0 missing
H.047	numeric	12 unique values 0 missing
Psi_i_A	numeric	62 unique values 0 missing
SpMax4_Bh.e.	numeric	56 unique values 0 missing
Chi0_EA.ri.	numeric	69 unique values 0 missing
H.048	numeric	4 unique values 0 missing
Psi_i_s	numeric	61 unique values 0 missing
SpMax4_Bh.i.	numeric	60 unique values 0 missing
Chi1_AEA.bo.	numeric	47 unique values 0 missing
H.049	numeric	3 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax4_Bh.m.	numeric	64 unique values 0 missing
Chi1_AEA.dm.	numeric	47 unique values 0 missing
H.050	numeric	4 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax4_Bh.p.	numeric	47 unique values 0 missing
Chi1_AEA.ed.	numeric	47 unique values 0 missing
H.052	numeric	7 unique values 0 missing
P_VSA_e_1	numeric	20 unique values 0 missing
SpMax4_Bh.s.	numeric	49 unique values 0 missing
Chi1_AEA.ri.	numeric	47 unique values 0 missing
H.053	numeric	2 unique values 0 missing
P_VSA_e_2	numeric	68 unique values 0 missing
SpMax4_Bh.v.	numeric	59 unique values 0 missing
Chi1_EA	numeric	47 unique values 0 missing
HDcpx	numeric	40 unique values 0 missing
P_VSA_e_3	numeric	6 unique values 0 missing
SpMax5_Bh.e.	numeric	51 unique values 0 missing
Chi1_EA.bo.	numeric	60 unique values 0 missing
HNar	numeric	25 unique values 0 missing
P_VSA_e_4	numeric	2 unique values 0 missing
SpMax5_Bh.i.	numeric	49 unique values 0 missing
Chi1_EA.dm.	numeric	59 unique values 0 missing
HVcpx	numeric	46 unique values 0 missing
P_VSA_e_5	numeric	16 unique values 0 missing
SpMax5_Bh.m.	numeric	57 unique values 0 missing
Chi1_EA.ed.	numeric	47 unique values 0 missing
Hy	numeric	46 unique values 0 missing
P_VSA_e_6	numeric	3 unique values 0 missing
SpMax5_Bh.p.	numeric	40 unique values 0 missing
Chi1_EA.ri.	numeric	69 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
P_VSA_i_2	numeric	68 unique values 0 missing
SpMax5_Bh.s.	numeric	52 unique values 0 missing
CIC0	numeric	52 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
P_VSA_i_3	numeric	51 unique values 0 missing
SpMax5_Bh.v.	numeric	47 unique values 0 missing
CIC1	numeric	67 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
P_VSA_i_4	numeric	8 unique values 0 missing
SpMax6_Bh.e.	numeric	37 unique values 0 missing
CIC2	numeric	63 unique values 0 missing
IAC	numeric	54 unique values 0 missing
P_VSA_LogP_1	numeric	9 unique values 0 missing
SpMax6_Bh.i.	numeric	38 unique values 0 missing
CIC3	numeric	60 unique values 0 missing
IC0	numeric	50 unique values 0 missing
P_VSA_LogP_2	numeric	21 unique values 0 missing
SpMax6_Bh.m.	numeric	42 unique values 0 missing
CIC4	numeric	51 unique values 0 missing
IC1	numeric	66 unique values 0 missing
P_VSA_LogP_3	numeric	19 unique values 0 missing
SpMax6_Bh.p.	numeric	25 unique values 0 missing
CIC5	numeric	53 unique values 0 missing
IC2	numeric	59 unique values 0 missing
P_VSA_LogP_4	numeric	16 unique values 0 missing
SpMax6_Bh.s.	numeric	60 unique values 0 missing
CID	numeric	39 unique values 0 missing
IC3	numeric	61 unique values 0 missing
P_VSA_LogP_5	numeric	25 unique values 0 missing
SpMax6_Bh.v.	numeric	27 unique values 0 missing
Cl.089	numeric	2 unique values 0 missing
IC4	numeric	56 unique values 0 missing
P_VSA_LogP_6	numeric	5 unique values 0 missing
SpMax7_Bh.e.	numeric	33 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
IC5	numeric	58 unique values 0 missing
P_VSA_LogP_7	numeric	20 unique values 0 missing
SpMax7_Bh.i.	numeric	34 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
ICR	numeric	37 unique values 0 missing
P_VSA_LogP_8	numeric	4 unique values 0 missing
SpMax7_Bh.m.	numeric	50 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

1156

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

1155

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile3MeansOfNumericAtts

7.94

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxStdDevOfNumericAtts

10348.85

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.91

Percentage of numeric attributes.

Quartile3MutualInformation

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

CfsSubsetEval_DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

0.09

Percentage of nominal attributes.

Quartile3SkewnessOfNumericAtts

1.91

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanKurtosisOfNumericAtts

7.85

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3StdDevOfNumericAtts

0.99

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

CfsSubsetEval_NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMeansOfNumericAtts

119.91

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1KurtosisOfNumericAtts

-0.04

First quartile of kurtosis among attributes of the numeric type.

REPTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMutualInformation

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

NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MeansOfNumericAtts

0.81

First quartile of means among attributes of the numeric type.

REPTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNoiseToSignalRatio

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

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

REPTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

StdvNominalAttDistinctValues

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

J48.001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNominalAttDistinctValues

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

Quartile1SkewnessOfNumericAtts

-0.37

First quartile of skewness among attributes of the numeric type.

REPTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk

J48.001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanSkewnessOfNumericAtts

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.1

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

REPTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

33.64

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2

ClassEntropy

Entropy of the target attribute values.

kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2KurtosisOfNumericAtts

1.92

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

REPTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

2.86

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

REPTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.15

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

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

REPTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMeansOfNumericAtts

27420.9

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

0.29

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

RandomTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

Dimensionality

16.06

Number of attributes divided by the number of instances.

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.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.23

Second quartile (Median) of standard deviation of attributes of the numeric type.

RandomTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

EquivalentNumberOfAtts

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

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-8.49

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

7.14

Third quartile of kurtosis among attributes of the numeric type.