OpenML

JavaScript is required to properly view the contents of this page!

Explore
- Data
- Task
- Flow
- Run
- Study
- Task type
- Measure
- People
Help
Blog
Contact
Please cite us

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3924

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes

Issue	#Downvotes for this reason	By

Loading wiki

Help us complete this description Edit

This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3924 (TID: 20008), and it has 44 rows and 1193 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).

1195 features

pXC50 (target)	numeric	30 unique values 0 missing
molecule_id (row identifier)	nominal	44 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
JGI10	numeric	11 unique values 0 missing
P_VSA_p_1	numeric	20 unique values 0 missing
SpMax7_Bh.p.	numeric	27 unique values 0 missing
AAC	numeric	29 unique values 0 missing
DLS_06	numeric	3 unique values 0 missing
JGI2	numeric	21 unique values 0 missing
P_VSA_p_2	numeric	15 unique values 0 missing
SpMax7_Bh.s.	numeric	32 unique values 0 missing
AECC	numeric	36 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
JGI3	numeric	18 unique values 0 missing
P_VSA_p_3	numeric	36 unique values 0 missing
SpMax7_Bh.v.	numeric	29 unique values 0 missing
ALOGP	numeric	39 unique values 0 missing
DLS_cons	numeric	13 unique values 0 missing
JGI4	numeric	13 unique values 0 missing
P_VSA_p_4	numeric	2 unique values 0 missing
SpMax8_Bh.e.	numeric	35 unique values 0 missing
ALOGP2	numeric	39 unique values 0 missing
Dz	numeric	22 unique values 0 missing
JGI5	numeric	15 unique values 0 missing
P_VSA_s_1	numeric	4 unique values 0 missing
SpMax8_Bh.i.	numeric	35 unique values 0 missing
AMR	numeric	39 unique values 0 missing
ECC	numeric	36 unique values 0 missing
JGI6	numeric	16 unique values 0 missing
P_VSA_s_2	numeric	18 unique values 0 missing
SpMax8_Bh.m.	numeric	31 unique values 0 missing
AMW	numeric	31 unique values 0 missing
Eig01_AEA.bo.	numeric	18 unique values 0 missing
JGI7	numeric	11 unique values 0 missing
P_VSA_s_3	numeric	32 unique values 0 missing
SpMax8_Bh.p.	numeric	32 unique values 0 missing
ARR	numeric	21 unique values 0 missing
Eig01_AEA.dm.	numeric	20 unique values 0 missing
JGI8	numeric	10 unique values 0 missing
P_VSA_s_4	numeric	27 unique values 0 missing
SpMax8_Bh.s.	numeric	39 unique values 0 missing
ATS1e	numeric	30 unique values 0 missing
Eig01_AEA.ed.	numeric	16 unique values 0 missing
JGI9	numeric	9 unique values 0 missing
P_VSA_s_5	numeric	5 unique values 0 missing
SpMax8_Bh.v.	numeric	36 unique values 0 missing
ATS1i	numeric	34 unique values 0 missing
Eig01_AEA.ri.	numeric	17 unique values 0 missing
JGT	numeric	36 unique values 0 missing
P_VSA_s_6	numeric	15 unique values 0 missing
SpMaxA_AEA.bo.	numeric	26 unique values 0 missing
ATS1m	numeric	32 unique values 0 missing
Eig01_EA	numeric	19 unique values 0 missing
LLS_01	numeric	4 unique values 0 missing
P_VSA_v_1	numeric	17 unique values 0 missing
SpMaxA_AEA.dm.	numeric	23 unique values 0 missing
ATS1p	numeric	34 unique values 0 missing
Eig01_EA.bo.	numeric	21 unique values 0 missing
LLS_02	numeric	3 unique values 0 missing
P_VSA_v_2	numeric	19 unique values 0 missing
SpMaxA_AEA.ed.	numeric	24 unique values 0 missing
ATS1s	numeric	36 unique values 0 missing
Eig01_EA.dm.	numeric	8 unique values 0 missing
LOC	numeric	31 unique values 0 missing
P_VSA_v_3	numeric	36 unique values 0 missing
SpMaxA_AEA.ri.	numeric	25 unique values 0 missing
ATS1v	numeric	33 unique values 0 missing
Eig01_EA.ed.	numeric	18 unique values 0 missing
LPRS	numeric	40 unique values 0 missing
PW2	numeric	24 unique values 0 missing
SpMaxA_EA	numeric	26 unique values 0 missing
ATS2e	numeric	33 unique values 0 missing
Eig01_EA.ri.	numeric	21 unique values 0 missing
MATS1e	numeric	27 unique values 0 missing
PW3	numeric	21 unique values 0 missing
SpMax_AEA.bo.	numeric	18 unique values 0 missing
ATS2i	numeric	35 unique values 0 missing
Eig02_AEA.bo.	numeric	27 unique values 0 missing
MATS1i	numeric	32 unique values 0 missing
PW4	numeric	24 unique values 0 missing
SpMaxA_EA.bo.	numeric	26 unique values 0 missing
ATS2m	numeric	36 unique values 0 missing
Eig02_AEA.dm.	numeric	16 unique values 0 missing
MATS1m	numeric	28 unique values 0 missing
PW5	numeric	16 unique values 0 missing
SpMax_AEA.dm.	numeric	20 unique values 0 missing
ATS2p	numeric	38 unique values 0 missing
Eig02_AEA.ed.	numeric	28 unique values 0 missing
MATS1p	numeric	32 unique values 0 missing
Qindex	numeric	13 unique values 0 missing
SpMaxA_EA.dm.	numeric	20 unique values 0 missing
ATS2s	numeric	39 unique values 0 missing
Eig02_AEA.ri.	numeric	34 unique values 0 missing
MATS1s	numeric	36 unique values 0 missing
Ram	numeric	8 unique values 0 missing
SpMax_AEA.ed.	numeric	16 unique values 0 missing
ATS2v	numeric	38 unique values 0 missing
Eig02_EA	numeric	32 unique values 0 missing
MATS1v	numeric	30 unique values 0 missing
RBF	numeric	27 unique values 0 missing
SpMaxA_EA.ed.	numeric	27 unique values 0 missing
ATS3e	numeric	39 unique values 0 missing
Eig02_EA.bo.	numeric	23 unique values 0 missing
MATS2e	numeric	35 unique values 0 missing
RBN	numeric	7 unique values 0 missing
SpMax_AEA.ri.	numeric	17 unique values 0 missing
ATS3i	numeric	37 unique values 0 missing
Eig02_EA.dm.	numeric	7 unique values 0 missing
MATS2i	numeric	36 unique values 0 missing
Rbrid	numeric	2 unique values 0 missing
SpMaxA_EA.ri.	numeric	26 unique values 0 missing
ATS3m	numeric	39 unique values 0 missing
Eig02_EA.ed.	numeric	32 unique values 0 missing
MATS2m	numeric	34 unique values 0 missing
RCI	numeric	9 unique values 0 missing
SpMax_EA	numeric	19 unique values 0 missing
ATS3p	numeric	38 unique values 0 missing
Eig02_EA.ri.	numeric	33 unique values 0 missing
MATS2p	numeric	37 unique values 0 missing
RDCHI	numeric	40 unique values 0 missing
SpMax_EA.bo.	numeric	21 unique values 0 missing
ATS3s	numeric	41 unique values 0 missing
Eig03_AEA.bo.	numeric	39 unique values 0 missing
MATS2s	numeric	37 unique values 0 missing
RDSQ	numeric	40 unique values 0 missing
SpMax_EA.dm.	numeric	8 unique values 0 missing
ATS3v	numeric	40 unique values 0 missing
Eig03_AEA.dm.	numeric	20 unique values 0 missing
MATS2v	numeric	38 unique values 0 missing
RFD	numeric	9 unique values 0 missing
SpMax_EA.ed.	numeric	18 unique values 0 missing
ATS4e	numeric	42 unique values 0 missing
Eig03_AEA.ed.	numeric	27 unique values 0 missing
MATS3e	numeric	35 unique values 0 missing
Rperim	numeric	10 unique values 0 missing
SpMax_EA.ri.	numeric	21 unique values 0 missing
ATS4i	numeric	37 unique values 0 missing
Eig03_AEA.ri.	numeric	36 unique values 0 missing
MATS3i	numeric	35 unique values 0 missing
S0K	numeric	33 unique values 0 missing
SpMin1_Bh.e.	numeric	22 unique values 0 missing
ATS4m	numeric	42 unique values 0 missing
Eig03_EA	numeric	35 unique values 0 missing
MATS3m	numeric	37 unique values 0 missing
S.107	numeric	2 unique values 0 missing
SpMin1_Bh.i.	numeric	23 unique values 0 missing
ATS4p	numeric	44 unique values 0 missing
Eig03_EA.bo.	numeric	25 unique values 0 missing
MATS3p	numeric	37 unique values 0 missing
S.108	numeric	2 unique values 0 missing
SpMin1_Bh.m.	numeric	24 unique values 0 missing
ATS4s	numeric	42 unique values 0 missing
Eig03_EA.dm.	numeric	9 unique values 0 missing
MATS3s	numeric	37 unique values 0 missing
S.110	numeric	3 unique values 0 missing
SpMin1_Bh.p.	numeric	20 unique values 0 missing
ATS4v	numeric	44 unique values 0 missing
Eig03_EA.ed.	numeric	34 unique values 0 missing
MATS3v	numeric	39 unique values 0 missing
S1K	numeric	31 unique values 0 missing
SpMin1_Bh.s.	numeric	26 unique values 0 missing
ATS5e	numeric	43 unique values 0 missing
Eig03_EA.ri.	numeric	34 unique values 0 missing
MATS4e	numeric	41 unique values 0 missing
S2K	numeric	35 unique values 0 missing
SpMin1_Bh.v.	numeric	24 unique values 0 missing
ATS5i	numeric	42 unique values 0 missing
Eig04_AEA.bo.	numeric	26 unique values 0 missing
MATS4i	numeric	38 unique values 0 missing
S3K	numeric	36 unique values 0 missing
SpMin2_Bh.e.	numeric	27 unique values 0 missing
ATS5m	numeric	44 unique values 0 missing
Eig04_AEA.dm.	numeric	20 unique values 0 missing
MATS4m	numeric	39 unique values 0 missing
SaaaC	numeric	26 unique values 0 missing
SpMin2_Bh.i.	numeric	27 unique values 0 missing
ATS5p	numeric	42 unique values 0 missing
Eig04_AEA.ed.	numeric	31 unique values 0 missing
MATS4p	numeric	42 unique values 0 missing
SAacc	numeric	19 unique values 0 missing
SpMin2_Bh.m.	numeric	31 unique values 0 missing
ATS5s	numeric	42 unique values 0 missing
Eig04_AEA.ri.	numeric	39 unique values 0 missing
MATS4s	numeric	42 unique values 0 missing
SaaCH	numeric	44 unique values 0 missing
SpMin2_Bh.p.	numeric	28 unique values 0 missing
ATS5v	numeric	41 unique values 0 missing
Eig04_EA	numeric	38 unique values 0 missing
MATS4v	numeric	43 unique values 0 missing
SaaN	numeric	24 unique values 0 missing
SpMin2_Bh.s.	numeric	28 unique values 0 missing
ATS6e	numeric	44 unique values 0 missing
Eig04_EA.bo.	numeric	34 unique values 0 missing
MATS5e	numeric	40 unique values 0 missing
SaaO	numeric	16 unique values 0 missing
SpMin2_Bh.v.	numeric	26 unique values 0 missing
ATS6i	numeric	43 unique values 0 missing
Eig04_EA.dm.	numeric	8 unique values 0 missing
MATS5i	numeric	41 unique values 0 missing
SaasC	numeric	43 unique values 0 missing
SpMin3_Bh.e.	numeric	40 unique values 0 missing
ATS6m	numeric	44 unique values 0 missing
Eig04_EA.ed.	numeric	36 unique values 0 missing
MATS5m	numeric	42 unique values 0 missing
SAdon	numeric	7 unique values 0 missing
SpMin3_Bh.i.	numeric	34 unique values 0 missing
ATS6p	numeric	44 unique values 0 missing
Eig04_EA.ri.	numeric	38 unique values 0 missing
MATS5p	numeric	41 unique values 0 missing
SAtot	numeric	36 unique values 0 missing
SpMin3_Bh.m.	numeric	41 unique values 0 missing
ATS6s	numeric	42 unique values 0 missing
Eig05_AEA.bo.	numeric	39 unique values 0 missing
MATS5s	numeric	43 unique values 0 missing
SCBO	numeric	21 unique values 0 missing
SpMin3_Bh.p.	numeric	39 unique values 0 missing
ATS6v	numeric	41 unique values 0 missing
Eig05_AEA.dm.	numeric	31 unique values 0 missing
MATS5v	numeric	40 unique values 0 missing
SddsN	numeric	2 unique values 0 missing
SpMin3_Bh.s.	numeric	30 unique values 0 missing
ATS7e	numeric	43 unique values 0 missing
Eig05_AEA.ed.	numeric	25 unique values 0 missing
MATS6e	numeric	43 unique values 0 missing
SddssS	numeric	3 unique values 0 missing
SpMin3_Bh.v.	numeric	38 unique values 0 missing
ATS7i	numeric	43 unique values 0 missing
Eig05_AEA.ri.	numeric	27 unique values 0 missing
MATS6i	numeric	40 unique values 0 missing
SdO	numeric	43 unique values 0 missing
SpMin4_Bh.e.	numeric	35 unique values 0 missing
ATS7m	numeric	43 unique values 0 missing
Eig05_EA	numeric	25 unique values 0 missing
MATS6m	numeric	43 unique values 0 missing
SdS	numeric	18 unique values 0 missing
SpMin4_Bh.i.	numeric	33 unique values 0 missing
ATS7p	numeric	44 unique values 0 missing
Eig05_EA.bo.	numeric	38 unique values 0 missing
MATS6p	numeric	38 unique values 0 missing
SdsCH	numeric	17 unique values 0 missing
SpMin4_Bh.m.	numeric	33 unique values 0 missing
ATS7s	numeric	44 unique values 0 missing
Eig05_EA.dm.	numeric	7 unique values 0 missing
MATS6s	numeric	39 unique values 0 missing
SdsN	numeric	2 unique values 0 missing
SpMin4_Bh.p.	numeric	37 unique values 0 missing
ATS7v	numeric	44 unique values 0 missing
Eig05_EA.ed.	numeric	27 unique values 0 missing
MATS6v	numeric	41 unique values 0 missing
SdssC	numeric	42 unique values 0 missing
SpMin4_Bh.s.	numeric	35 unique values 0 missing
ATS8e	numeric	44 unique values 0 missing
Eig05_EA.ri.	numeric	32 unique values 0 missing
MATS7e	numeric	41 unique values 0 missing
SdsssP	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	35 unique values 0 missing
ATS8i	numeric	44 unique values 0 missing
Eig06_AEA.bo.	numeric	35 unique values 0 missing
MATS7i	numeric	39 unique values 0 missing
Se	numeric	31 unique values 0 missing
SpMin5_Bh.e.	numeric	26 unique values 0 missing
ATS8m	numeric	44 unique values 0 missing
Eig06_AEA.dm.	numeric	32 unique values 0 missing
MATS7m	numeric	43 unique values 0 missing
Si	numeric	31 unique values 0 missing
SpMin5_Bh.i.	numeric	27 unique values 0 missing
ATS8p	numeric	42 unique values 0 missing
Eig06_AEA.ed.	numeric	34 unique values 0 missing
MATS7p	numeric	40 unique values 0 missing
SIC0	numeric	29 unique values 0 missing
SpMin5_Bh.m.	numeric	22 unique values 0 missing
ATS8s	numeric	43 unique values 0 missing
Eig06_AEA.ri.	numeric	43 unique values 0 missing
MATS7s	numeric	39 unique values 0 missing
SIC1	numeric	34 unique values 0 missing
SpMin5_Bh.p.	numeric	38 unique values 0 missing
ATS8v	numeric	44 unique values 0 missing
Eig06_EA	numeric	40 unique values 0 missing
MATS7v	numeric	42 unique values 0 missing
SIC2	numeric	40 unique values 0 missing
SpMin5_Bh.s.	numeric	23 unique values 0 missing
ATSC1e	numeric	31 unique values 0 missing
Eig06_EA.bo.	numeric	37 unique values 0 missing
MATS8e	numeric	40 unique values 0 missing
SIC3	numeric	34 unique values 0 missing
SpMin5_Bh.v.	numeric	36 unique values 0 missing
ATSC1i	numeric	34 unique values 0 missing
Eig06_EA.dm.	numeric	4 unique values 0 missing
MATS8i	numeric	42 unique values 0 missing
SIC4	numeric	31 unique values 0 missing
SpMin6_Bh.e.	numeric	23 unique values 0 missing
ATSC1m	numeric	34 unique values 0 missing
Eig06_EA.ed.	numeric	37 unique values 0 missing
MATS8m	numeric	42 unique values 0 missing
SIC5	numeric	33 unique values 0 missing
SpMin6_Bh.i.	numeric	27 unique values 0 missing
ATSC1p	numeric	34 unique values 0 missing
Eig06_EA.ri.	numeric	43 unique values 0 missing
MATS8p	numeric	42 unique values 0 missing
SM02_AEA.bo.	numeric	30 unique values 0 missing
SpMin6_Bh.m.	numeric	18 unique values 0 missing
ATSC1s	numeric	39 unique values 0 missing
Eig07_AEA.bo.	numeric	37 unique values 0 missing
MATS8s	numeric	42 unique values 0 missing
SM02_AEA.dm.	numeric	33 unique values 0 missing
SpMin6_Bh.p.	numeric	22 unique values 0 missing
ATSC1v	numeric	34 unique values 0 missing
Eig07_AEA.dm.	numeric	39 unique values 0 missing
MATS8v	numeric	40 unique values 0 missing
SM02_AEA.ed.	numeric	30 unique values 0 missing
SpMin6_Bh.s.	numeric	22 unique values 0 missing
ATSC2e	numeric	37 unique values 0 missing
Eig07_AEA.ed.	numeric	34 unique values 0 missing
MAXDN	numeric	38 unique values 0 missing
SM02_AEA.ri.	numeric	37 unique values 0 missing
SpMin6_Bh.v.	numeric	23 unique values 0 missing
ATSC2i	numeric	38 unique values 0 missing
Eig07_AEA.ri.	numeric	39 unique values 0 missing
MAXDP	numeric	43 unique values 0 missing
SM02_EA	numeric	25 unique values 0 missing
SpMin7_Bh.e.	numeric	26 unique values 0 missing
ATSC2m	numeric	38 unique values 0 missing
Eig07_EA	numeric	38 unique values 0 missing
MCD	numeric	25 unique values 0 missing
SM02_EA.bo.	numeric	28 unique values 0 missing
SpMin7_Bh.i.	numeric	26 unique values 0 missing
ATSC2p	numeric	37 unique values 0 missing
Eig07_EA.bo.	numeric	31 unique values 0 missing
MDDD	numeric	40 unique values 0 missing
SM02_EA.dm.	numeric	15 unique values 0 missing
SpMin7_Bh.m.	numeric	32 unique values 0 missing
ATSC2s	numeric	43 unique values 0 missing
Eig07_EA.dm.	numeric	2 unique values 0 missing
Me	numeric	25 unique values 0 missing
SM02_EA.ed.	numeric	36 unique values 0 missing
SpMin7_Bh.p.	numeric	24 unique values 0 missing
ATSC2v	numeric	37 unique values 0 missing
Eig07_EA.ed.	numeric	37 unique values 0 missing
Mi	numeric	23 unique values 0 missing
SM02_EA.ri.	numeric	36 unique values 0 missing
SpMin7_Bh.s.	numeric	22 unique values 0 missing
ATSC3e	numeric	40 unique values 0 missing
Eig07_EA.ri.	numeric	38 unique values 0 missing
MLOGP	numeric	28 unique values 0 missing
SM03_AEA.bo.	numeric	31 unique values 0 missing
SpMin7_Bh.v.	numeric	29 unique values 0 missing
ATSC3i	numeric	40 unique values 0 missing
Eig08_AEA.bo.	numeric	37 unique values 0 missing
MLOGP2	numeric	28 unique values 0 missing
SM03_AEA.dm.	numeric	24 unique values 0 missing
SpMin8_Bh.e.	numeric	38 unique values 0 missing
ATSC3m	numeric	40 unique values 0 missing
Eig08_AEA.dm.	numeric	34 unique values 0 missing
Mp	numeric	29 unique values 0 missing
SM03_AEA.ed.	numeric	32 unique values 0 missing
SpMin8_Bh.i.	numeric	36 unique values 0 missing
ATSC3p	numeric	39 unique values 0 missing
Eig08_AEA.ed.	numeric	27 unique values 0 missing
MPC01	numeric	18 unique values 0 missing
SM03_AEA.ri.	numeric	30 unique values 0 missing
SpMin8_Bh.m.	numeric	39 unique values 0 missing
ATSC3s	numeric	44 unique values 0 missing
Eig08_AEA.ri.	numeric	38 unique values 0 missing
MPC02	numeric	25 unique values 0 missing
SM03_EA	numeric	9 unique values 0 missing
SpMin8_Bh.p.	numeric	37 unique values 0 missing
ATSC3v	numeric	40 unique values 0 missing
Eig08_EA	numeric	33 unique values 0 missing
MPC03	numeric	21 unique values 0 missing
SM03_EA.bo.	numeric	15 unique values 0 missing
SpMin8_Bh.s.	numeric	25 unique values 0 missing
ATSC4e	numeric	42 unique values 0 missing
Eig08_EA.bo.	numeric	30 unique values 0 missing
MPC04	numeric	25 unique values 0 missing
SM03_EA.dm.	numeric	9 unique values 0 missing
SpMin8_Bh.v.	numeric	31 unique values 0 missing
ATSC4i	numeric	43 unique values 0 missing
Eig08_EA.ed.	numeric	30 unique values 0 missing
MPC05	numeric	25 unique values 0 missing
SM03_EA.ed.	numeric	25 unique values 0 missing
SRW02	numeric	18 unique values 0 missing
ATSC4m	numeric	44 unique values 0 missing
Eig08_EA.ri.	numeric	40 unique values 0 missing
MPC06	numeric	34 unique values 0 missing
SM03_EA.ri.	numeric	24 unique values 0 missing
SRW04	numeric	28 unique values 0 missing
ATSC4p	numeric	44 unique values 0 missing
Eig09_AEA.bo.	numeric	31 unique values 0 missing
MPC07	numeric	30 unique values 0 missing
SM04_AEA.bo.	numeric	33 unique values 0 missing
SRW05	numeric	4 unique values 0 missing
ATSC4s	numeric	44 unique values 0 missing
Eig09_AEA.dm.	numeric	27 unique values 0 missing
MPC08	numeric	30 unique values 0 missing
SM04_AEA.dm.	numeric	27 unique values 0 missing
SRW06	numeric	33 unique values 0 missing
ATSC4v	numeric	44 unique values 0 missing
Eig09_AEA.ed.	numeric	20 unique values 0 missing
MPC09	numeric	27 unique values 0 missing
SM04_AEA.ed.	numeric	36 unique values 0 missing
SRW07	numeric	6 unique values 0 missing
ATSC5e	numeric	43 unique values 0 missing
Eig09_AEA.ri.	numeric	29 unique values 0 missing
MPC10	numeric	34 unique values 0 missing
SM04_AEA.ri.	numeric	28 unique values 0 missing
SRW08	numeric	36 unique values 0 missing
ATSC5i	numeric	43 unique values 0 missing
Eig09_EA	numeric	24 unique values 0 missing
MSD	numeric	40 unique values 0 missing
SM04_EA	numeric	30 unique values 0 missing
SRW09	numeric	8 unique values 0 missing
ATSC5m	numeric	44 unique values 0 missing
Eig09_EA.bo.	numeric	30 unique values 0 missing
Mv	numeric	26 unique values 0 missing
SM04_EA.bo.	numeric	34 unique values 0 missing
SRW10	numeric	35 unique values 0 missing
ATSC5p	numeric	44 unique values 0 missing
Eig09_EA.ed.	numeric	28 unique values 0 missing
MW	numeric	31 unique values 0 missing
SM04_EA.dm.	numeric	15 unique values 0 missing
SsBr	numeric	3 unique values 0 missing
ATSC5s	numeric	44 unique values 0 missing
Eig09_EA.ri.	numeric	27 unique values 0 missing
MWC01	numeric	18 unique values 0 missing
SM04_EA.ed.	numeric	40 unique values 0 missing
SsCH3	numeric	23 unique values 0 missing
ATSC5v	numeric	44 unique values 0 missing
Eig10_AEA.bo.	numeric	25 unique values 0 missing
MWC02	numeric	27 unique values 0 missing
SM04_EA.ri.	numeric	39 unique values 0 missing
SsF	numeric	8 unique values 0 missing
ATSC6e	numeric	44 unique values 0 missing
Eig10_AEA.dm.	numeric	36 unique values 0 missing
MWC03	numeric	31 unique values 0 missing
SM05_AEA.bo.	numeric	33 unique values 0 missing
SsOH	numeric	22 unique values 0 missing
ATSC6i	numeric	44 unique values 0 missing
Eig10_AEA.ed.	numeric	25 unique values 0 missing
MWC04	numeric	37 unique values 0 missing
SM05_AEA.dm.	numeric	33 unique values 0 missing
SssCH2	numeric	31 unique values 0 missing
ATSC6m	numeric	44 unique values 0 missing
Eig10_AEA.ri.	numeric	29 unique values 0 missing
MWC05	numeric	39 unique values 0 missing
SM05_AEA.ed.	numeric	38 unique values 0 missing
SssNH	numeric	23 unique values 0 missing
ATSC6p	numeric	44 unique values 0 missing
Eig10_EA	numeric	27 unique values 0 missing
MWC06	numeric	40 unique values 0 missing
SM05_AEA.ri.	numeric	26 unique values 0 missing
SssO	numeric	5 unique values 0 missing
ATSC6s	numeric	44 unique values 0 missing
Eig10_EA.bo.	numeric	23 unique values 0 missing
MWC07	numeric	40 unique values 0 missing
SM05_EA	numeric	25 unique values 0 missing
SssS	numeric	18 unique values 0 missing
ATSC6v	numeric	44 unique values 0 missing
Eig10_EA.ed.	numeric	26 unique values 0 missing
MWC08	numeric	40 unique values 0 missing
SM05_EA.bo.	numeric	30 unique values 0 missing
SsssCH	numeric	25 unique values 0 missing
ATSC7e	numeric	42 unique values 0 missing
Eig10_EA.ri.	numeric	29 unique values 0 missing
MWC09	numeric	39 unique values 0 missing
SM05_EA.dm.	numeric	9 unique values 0 missing
SsssN	numeric	42 unique values 0 missing
ATSC7i	numeric	44 unique values 0 missing
Eig11_AEA.bo.	numeric	32 unique values 0 missing
MWC10	numeric	38 unique values 0 missing
SM05_EA.ed.	numeric	38 unique values 0 missing
SssssC	numeric	4 unique values 0 missing
ATSC7m	numeric	44 unique values 0 missing
Eig11_AEA.dm.	numeric	19 unique values 0 missing
N.	numeric	21 unique values 0 missing
SM05_EA.ri.	numeric	34 unique values 0 missing
StsC	numeric	4 unique values 0 missing
ATSC7p	numeric	44 unique values 0 missing
Eig11_AEA.ed.	numeric	29 unique values 0 missing
N.072	numeric	3 unique values 0 missing
SM06_AEA.bo.	numeric	34 unique values 0 missing
Sv	numeric	31 unique values 0 missing
ATSC7s	numeric	44 unique values 0 missing
Eig11_AEA.ri.	numeric	36 unique values 0 missing
N.074	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	33 unique values 0 missing
TIC0	numeric	30 unique values 0 missing
ATSC7v	numeric	44 unique values 0 missing
Eig11_EA	numeric	33 unique values 0 missing
N.075	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	37 unique values 0 missing
TIC1	numeric	36 unique values 0 missing
ATSC8e	numeric	42 unique values 0 missing
Eig11_EA.bo.	numeric	35 unique values 0 missing
N.076	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	32 unique values 0 missing
TIC2	numeric	43 unique values 0 missing
ATSC8i	numeric	44 unique values 0 missing
Eig11_EA.ed.	numeric	32 unique values 0 missing
NaaaC	numeric	2 unique values 0 missing
SM06_EA	numeric	37 unique values 0 missing
TIC3	numeric	43 unique values 0 missing
ATSC8m	numeric	44 unique values 0 missing
Eig11_EA.ri.	numeric	37 unique values 0 missing
NaaCH	numeric	8 unique values 0 missing
SM06_EA.bo.	numeric	38 unique values 0 missing
TIC4	numeric	37 unique values 0 missing
ATSC8p	numeric	44 unique values 0 missing
Eig12_AEA.bo.	numeric	39 unique values 0 missing
NaaN	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	13 unique values 0 missing
TIC5	numeric	37 unique values 0 missing
ATSC8s	numeric	44 unique values 0 missing
Eig12_AEA.dm.	numeric	19 unique values 0 missing
NaaO	numeric	3 unique values 0 missing
SM06_EA.ed.	numeric	35 unique values 0 missing
TIE	numeric	44 unique values 0 missing
ATSC8v	numeric	44 unique values 0 missing
Eig12_AEA.ed.	numeric	35 unique values 0 missing
NaasC	numeric	6 unique values 0 missing
SM06_EA.ri.	numeric	39 unique values 0 missing
TPC	numeric	29 unique values 0 missing
BAC	numeric	20 unique values 0 missing
Eig12_AEA.ri.	numeric	37 unique values 0 missing
nAB	numeric	6 unique values 0 missing
SM07_AEA.bo.	numeric	35 unique values 0 missing
TPSA.NO.	numeric	14 unique values 0 missing
BBI	numeric	25 unique values 0 missing
Eig12_EA	numeric	33 unique values 0 missing
nArCOOH	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	33 unique values 0 missing
TPSA.Tot.	numeric	15 unique values 0 missing
BIC0	numeric	28 unique values 0 missing
Eig12_EA.bo.	numeric	40 unique values 0 missing
nArNO2	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	39 unique values 0 missing
TRS	numeric	10 unique values 0 missing
BIC1	numeric	33 unique values 0 missing
Eig12_EA.ed.	numeric	38 unique values 0 missing
nArOCON	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	38 unique values 0 missing
TWC	numeric	38 unique values 0 missing
BIC2	numeric	34 unique values 0 missing
Eig12_EA.ri.	numeric	35 unique values 0 missing
nArOH	numeric	2 unique values 0 missing
SM07_EA	numeric	36 unique values 0 missing
Uc	numeric	8 unique values 0 missing
BIC3	numeric	35 unique values 0 missing
Eig13_AEA.bo.	numeric	31 unique values 0 missing
nArOR	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	36 unique values 0 missing
Ui	numeric	8 unique values 0 missing
BIC4	numeric	33 unique values 0 missing
Eig13_AEA.dm.	numeric	27 unique values 0 missing
nArX	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	9 unique values 0 missing
Uindex	numeric	40 unique values 0 missing
BIC5	numeric	37 unique values 0 missing
Eig13_AEA.ed.	numeric	33 unique values 0 missing
nAT	numeric	24 unique values 0 missing
SM07_EA.ed.	numeric	38 unique values 0 missing
UNIP	numeric	35 unique values 0 missing
BID	numeric	20 unique values 0 missing
Eig13_AEA.ri.	numeric	37 unique values 0 missing
nBM	numeric	8 unique values 0 missing
SM07_EA.ri.	numeric	42 unique values 0 missing
VAR	numeric	29 unique values 0 missing
BLI	numeric	34 unique values 0 missing
Eig13_EA	numeric	33 unique values 0 missing
nBnz	numeric	3 unique values 0 missing
SM08_AEA.bo.	numeric	36 unique values 0 missing
Vindex	numeric	35 unique values 0 missing
BLTA96	numeric	28 unique values 0 missing
Eig13_EA.bo.	numeric	35 unique values 0 missing
nBO	numeric	18 unique values 0 missing
SM08_AEA.dm.	numeric	27 unique values 0 missing
VvdwMG	numeric	31 unique values 0 missing
BLTD48	numeric	28 unique values 0 missing
Eig13_EA.ed.	numeric	36 unique values 0 missing
nBR	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	35 unique values 0 missing
VvdwZAZ	numeric	31 unique values 0 missing
BLTF96	numeric	28 unique values 0 missing
Eig13_EA.ri.	numeric	34 unique values 0 missing
nBT	numeric	23 unique values 0 missing
SM08_AEA.ri.	numeric	36 unique values 0 missing
Vx	numeric	31 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig14_AEA.bo.	numeric	26 unique values 0 missing
nC	numeric	17 unique values 0 missing
SM08_EA	numeric	38 unique values 0 missing
Wap	numeric	35 unique values 0 missing
C.	numeric	25 unique values 0 missing
Eig14_AEA.dm.	numeric	27 unique values 0 missing
nCar	numeric	5 unique values 0 missing
SM08_EA.bo.	numeric	38 unique values 0 missing
X.	numeric	7 unique values 0 missing
C.001	numeric	5 unique values 0 missing
Eig14_AEA.ed.	numeric	27 unique values 0 missing
nCb.	numeric	6 unique values 0 missing
SM08_EA.dm.	numeric	12 unique values 0 missing
X0	numeric	29 unique values 0 missing
C.002	numeric	7 unique values 0 missing
Eig14_AEA.ri.	numeric	32 unique values 0 missing
nCbH	numeric	8 unique values 0 missing
SM08_EA.ed.	numeric	39 unique values 0 missing
X0A	numeric	18 unique values 0 missing
C.003	numeric	3 unique values 0 missing
Eig14_EA	numeric	27 unique values 0 missing
nCconj	numeric	5 unique values 0 missing
SM08_EA.ri.	numeric	42 unique values 0 missing
X0Av	numeric	31 unique values 0 missing
C.005	numeric	3 unique values 0 missing
Eig14_EA.bo.	numeric	28 unique values 0 missing
nCIC	numeric	5 unique values 0 missing
SM09_AEA.bo.	numeric	19 unique values 0 missing
X0sol	numeric	30 unique values 0 missing
C.006	numeric	5 unique values 0 missing
Eig14_EA.ed.	numeric	29 unique values 0 missing
nCIR	numeric	5 unique values 0 missing
SM09_AEA.dm.	numeric	21 unique values 0 missing
X0v	numeric	37 unique values 0 missing
C.008	numeric	2 unique values 0 missing
Eig14_EA.ri.	numeric	31 unique values 0 missing
nC.N.N.	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	36 unique values 0 missing
X1	numeric	32 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig15_AEA.bo.	numeric	30 unique values 0 missing
nCONN	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	29 unique values 0 missing
X1A	numeric	13 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eig15_AEA.dm.	numeric	30 unique values 0 missing
nCp	numeric	5 unique values 0 missing
SM09_EA	numeric	38 unique values 0 missing
X1Av	numeric	28 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig15_AEA.ed.	numeric	22 unique values 0 missing
nCrs	numeric	7 unique values 0 missing
SM09_EA.bo.	numeric	37 unique values 0 missing
X1Kup	numeric	39 unique values 0 missing
C.016	numeric	2 unique values 0 missing
Eig15_AEA.ri.	numeric	23 unique values 0 missing
nCrt	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	9 unique values 0 missing
X1Mad	numeric	38 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig15_EA	numeric	21 unique values 0 missing
nCRX3	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	38 unique values 0 missing
X1MulPer	numeric	40 unique values 0 missing
C.022	numeric	2 unique values 0 missing
Eig15_EA.bo.	numeric	33 unique values 0 missing
nCs	numeric	8 unique values 0 missing
SM09_EA.ri.	numeric	41 unique values 0 missing
X1Per	numeric	41 unique values 0 missing
C.024	numeric	9 unique values 0 missing
Eig15_EA.ed.	numeric	21 unique values 0 missing
nCsp	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	32 unique values 0 missing
X1sol	numeric	33 unique values 0 missing
C.025	numeric	7 unique values 0 missing
Eig15_EA.ri.	numeric	26 unique values 0 missing
nCsp2	numeric	8 unique values 0 missing
SM10_AEA.dm.	numeric	18 unique values 0 missing
X1v	numeric	39 unique values 0 missing
C.026	numeric	4 unique values 0 missing
Eta_alpha	numeric	27 unique values 0 missing
nCsp3	numeric	11 unique values 0 missing
SM10_AEA.ed.	numeric	37 unique values 0 missing
X2	numeric	38 unique values 0 missing
C.028	numeric	3 unique values 0 missing
Eta_alpha_A	numeric	21 unique values 0 missing
nCt	numeric	3 unique values 0 missing
SM10_AEA.ri.	numeric	21 unique values 0 missing
X2A	numeric	20 unique values 0 missing
C.029	numeric	2 unique values 0 missing
Eta_B	numeric	24 unique values 0 missing
nDB	numeric	6 unique values 0 missing
SM10_EA	numeric	40 unique values 0 missing
X2Av	numeric	32 unique values 0 missing
C.033	numeric	2 unique values 0 missing
Eta_B_A	numeric	13 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	36 unique values 0 missing
X2sol	numeric	38 unique values 0 missing
C.034	numeric	2 unique values 0 missing
Eta_beta	numeric	28 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM10_EA.dm.	numeric	12 unique values 0 missing
X2v	numeric	43 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eta_beta_A	numeric	29 unique values 0 missing
NdO	numeric	5 unique values 0 missing
SM10_EA.ed.	numeric	33 unique values 0 missing
X3	numeric	39 unique values 0 missing
C.040	numeric	2 unique values 0 missing
Eta_betaP	numeric	12 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	41 unique values 0 missing
X3A	numeric	14 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eta_betaP_A	numeric	25 unique values 0 missing
NdsCH	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	35 unique values 0 missing
X3Av	numeric	25 unique values 0 missing
CATS2D_01_AA	numeric	3 unique values 0 missing
Eta_betaS	numeric	24 unique values 0 missing
NdsN	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	32 unique values 0 missing
X3sol	numeric	40 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eta_betaS_A	numeric	28 unique values 0 missing
NdssC	numeric	4 unique values 0 missing
SM11_AEA.ed.	numeric	39 unique values 0 missing
X3v	numeric	44 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
Eta_C	numeric	44 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	21 unique values 0 missing
X4	numeric	40 unique values 0 missing
CATS2D_01_LL	numeric	15 unique values 0 missing
Eta_C_A	numeric	40 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM11_EA	numeric	40 unique values 0 missing
X4A	numeric	12 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eta_epsi	numeric	30 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	33 unique values 0 missing
X4Av	numeric	24 unique values 0 missing
CATS2D_02_AA	numeric	5 unique values 0 missing
Eta_epsi_A	numeric	29 unique values 0 missing
nF	numeric	4 unique values 0 missing
SM11_EA.dm.	numeric	9 unique values 0 missing
X4sol	numeric	40 unique values 0 missing
CATS2D_02_AL	numeric	10 unique values 0 missing
Eta_F	numeric	44 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM11_EA.ed.	numeric	35 unique values 0 missing
X4v	numeric	44 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eta_F_A	numeric	40 unique values 0 missing
nH	numeric	12 unique values 0 missing
SM11_EA.ri.	numeric	42 unique values 0 missing
X5	numeric	39 unique values 0 missing
CATS2D_02_DA	numeric	4 unique values 0 missing
Eta_FL	numeric	37 unique values 0 missing
nHAcc	numeric	7 unique values 0 missing
SM12_AEA.bo.	numeric	38 unique values 0 missing
X5A	numeric	11 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
Eta_FL_A	numeric	35 unique values 0 missing
nHDon	numeric	3 unique values 0 missing
SM12_AEA.dm.	numeric	34 unique values 0 missing
X5Av	numeric	16 unique values 0 missing
CATS2D_02_DL	numeric	7 unique values 0 missing
Eta_L	numeric	40 unique values 0 missing
nHet	numeric	5 unique values 0 missing
SM12_AEA.ed.	numeric	39 unique values 0 missing
X5sol	numeric	40 unique values 0 missing
CATS2D_02_LL	numeric	15 unique values 0 missing
Eta_L_A	numeric	31 unique values 0 missing
nHM	numeric	3 unique values 0 missing
SM12_AEA.ri.	numeric	23 unique values 0 missing
X5v	numeric	43 unique values 0 missing
CATS2D_02_NL	numeric	4 unique values 0 missing
Eta_sh_p	numeric	34 unique values 0 missing
nN	numeric	4 unique values 0 missing
SM12_EA	numeric	39 unique values 0 missing
Xindex	numeric	35 unique values 0 missing
CATS2D_03_AA	numeric	5 unique values 0 missing
Eta_sh_x	numeric	7 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	32 unique values 0 missing
XMOD	numeric	38 unique values 0 missing
CATS2D_03_AL	numeric	9 unique values 0 missing
Eta_sh_y	numeric	29 unique values 0 missing
NNRS	numeric	4 unique values 0 missing
SM12_EA.dm.	numeric	10 unique values 0 missing
Xt	numeric	26 unique values 0 missing
CATS2D_03_AN	numeric	2 unique values 0 missing
F.083	numeric	2 unique values 0 missing
nO	numeric	5 unique values 0 missing
SM12_EA.ed.	numeric	36 unique values 0 missing
Xu	numeric	40 unique values 0 missing
CATS2D_03_DA	numeric	2 unique values 0 missing
F.084	numeric	3 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	40 unique values 0 missing
Yindex	numeric	39 unique values 0 missing
CATS2D_03_DL	numeric	4 unique values 0 missing
F.085	numeric	2 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM13_AEA.bo.	numeric	25 unique values 0 missing
ZM1	numeric	27 unique values 0 missing
CATS2D_03_DN	numeric	2 unique values 0 missing
GATS1e	numeric	33 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	36 unique values 0 missing
ZM1Kup	numeric	37 unique values 0 missing
CATS2D_03_LL	numeric	12 unique values 0 missing
GATS1i	numeric	33 unique values 0 missing
nPyrrolidines	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	38 unique values 0 missing
ZM1Mad	numeric	37 unique values 0 missing
CATS2D_03_NL	numeric	4 unique values 0 missing
GATS1m	numeric	32 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM13_AEA.ri.	numeric	25 unique values 0 missing
ZM1MulPer	numeric	42 unique values 0 missing
CATS2D_03_NN	numeric	2 unique values 0 missing
GATS1p	numeric	33 unique values 0 missing
nR06	numeric	6 unique values 0 missing
SM13_EA	numeric	38 unique values 0 missing
ZM1Per	numeric	42 unique values 0 missing
CATS2D_04_AA	numeric	5 unique values 0 missing
GATS1s	numeric	36 unique values 0 missing
nR09	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	33 unique values 0 missing
ZM1V	numeric	29 unique values 0 missing
CATS2D_04_AL	numeric	13 unique values 0 missing
GATS1v	numeric	33 unique values 0 missing
nR10	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	8 unique values 0 missing
ZM2	numeric	31 unique values 0 missing
CATS2D_04_AN	numeric	3 unique values 0 missing
GATS2e	numeric	36 unique values 0 missing
nR.C.	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	36 unique values 0 missing
ZM2Kup	numeric	38 unique values 0 missing
CATS2D_04_DA	numeric	3 unique values 0 missing
GATS2i	numeric	37 unique values 0 missing
nRCONHR	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	42 unique values 0 missing
ZM2Mad	numeric	39 unique values 0 missing
CATS2D_04_DD	numeric	2 unique values 0 missing
GATS2m	numeric	35 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	40 unique values 0 missing
ZM2MulPer	numeric	41 unique values 0 missing
CATS2D_04_DL	numeric	4 unique values 0 missing
GATS2p	numeric	36 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	27 unique values 0 missing
ZM2Per	numeric	43 unique values 0 missing
CATS2D_04_DN	numeric	2 unique values 0 missing
GATS2s	numeric	39 unique values 0 missing
nR.Cs	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	38 unique values 0 missing
ZM2V	numeric	32 unique values 0 missing
CATS2D_04_LL	numeric	14 unique values 0 missing
GATS2v	numeric	36 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	34 unique values 0 missing
CATS2D_04_NL	numeric	3 unique values 0 missing
GATS3e	numeric	39 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM14_EA	numeric	40 unique values 0 missing
CATS2D_05_AA	numeric	3 unique values 0 missing
GATS3i	numeric	37 unique values 0 missing
NRS	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	30 unique values 0 missing
CATS2D_05_AL	numeric	9 unique values 0 missing
GATS3m	numeric	39 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM14_EA.dm.	numeric	9 unique values 0 missing
CATS2D_05_AN	numeric	3 unique values 0 missing
GATS3p	numeric	35 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
SM14_EA.ed.	numeric	34 unique values 0 missing
CATS2D_05_DA	numeric	4 unique values 0 missing
GATS3s	numeric	41 unique values 0 missing
NsCH3	numeric	5 unique values 0 missing
SM14_EA.ri.	numeric	42 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
GATS3v	numeric	36 unique values 0 missing
NsF	numeric	4 unique values 0 missing
SM15_AEA.bo.	numeric	38 unique values 0 missing
CATS2D_05_DL	numeric	4 unique values 0 missing
GATS4e	numeric	43 unique values 0 missing
nSK	numeric	17 unique values 0 missing
SM15_AEA.dm.	numeric	37 unique values 0 missing
CATS2D_05_LL	numeric	12 unique values 0 missing
GATS4i	numeric	42 unique values 0 missing
nSO2OH	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	40 unique values 0 missing
CATS2D_05_NL	numeric	3 unique values 0 missing
GATS4m	numeric	42 unique values 0 missing
NsOH	numeric	4 unique values 0 missing
SM15_AEA.ri.	numeric	38 unique values 0 missing
CATS2D_06_AA	numeric	5 unique values 0 missing
GATS4p	numeric	39 unique values 0 missing
NssCH2	numeric	8 unique values 0 missing
SM15_EA	numeric	39 unique values 0 missing
CATS2D_06_AL	numeric	8 unique values 0 missing
GATS4s	numeric	43 unique values 0 missing
NssNH	numeric	3 unique values 0 missing
SM15_EA.bo.	numeric	30 unique values 0 missing
CATS2D_06_AN	numeric	3 unique values 0 missing
GATS4v	numeric	42 unique values 0 missing
NssO	numeric	3 unique values 0 missing
SM15_EA.dm.	numeric	8 unique values 0 missing
CATS2D_06_DA	numeric	4 unique values 0 missing
GATS5e	numeric	43 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM15_EA.ed.	numeric	34 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
GATS5i	numeric	41 unique values 0 missing
NsssCH	numeric	3 unique values 0 missing
SM15_EA.ri.	numeric	42 unique values 0 missing
CATS2D_06_DL	numeric	3 unique values 0 missing
GATS5m	numeric	42 unique values 0 missing
NsssN	numeric	3 unique values 0 missing
SMTI	numeric	40 unique values 0 missing
CATS2D_06_LL	numeric	18 unique values 0 missing
GATS5p	numeric	40 unique values 0 missing
NssssC	numeric	2 unique values 0 missing
SMTIV	numeric	43 unique values 0 missing
CATS2D_06_NL	numeric	4 unique values 0 missing
GATS5s	numeric	44 unique values 0 missing
nTB	numeric	2 unique values 0 missing
SNar	numeric	28 unique values 0 missing
CATS2D_07_AA	numeric	4 unique values 0 missing
GATS5v	numeric	40 unique values 0 missing
NtsC	numeric	2 unique values 0 missing
Sp	numeric	31 unique values 0 missing
CATS2D_07_AL	numeric	6 unique values 0 missing
GATS6e	numeric	41 unique values 0 missing
nX	numeric	4 unique values 0 missing
SpAD_AEA.bo.	numeric	41 unique values 0 missing
CATS2D_07_AN	numeric	2 unique values 0 missing
GATS6i	numeric	41 unique values 0 missing
O.	numeric	25 unique values 0 missing
SpAD_AEA.dm.	numeric	44 unique values 0 missing
CATS2D_07_DA	numeric	3 unique values 0 missing
GATS6m	numeric	44 unique values 0 missing
O.056	numeric	3 unique values 0 missing
SpAD_AEA.ed.	numeric	39 unique values 0 missing
CATS2D_07_DL	numeric	5 unique values 0 missing
GATS6p	numeric	42 unique values 0 missing
O.057	numeric	3 unique values 0 missing
SpAD_AEA.ri.	numeric	43 unique values 0 missing
CATS2D_07_LL	numeric	17 unique values 0 missing
GATS6s	numeric	43 unique values 0 missing
O.058	numeric	4 unique values 0 missing
SpAD_EA	numeric	40 unique values 0 missing
CATS2D_07_NL	numeric	3 unique values 0 missing
GATS6v	numeric	40 unique values 0 missing
O.060	numeric	3 unique values 0 missing
SpAD_EA.bo.	numeric	41 unique values 0 missing
CATS2D_07_NN	numeric	2 unique values 0 missing
GATS7e	numeric	42 unique values 0 missing
O.061	numeric	2 unique values 0 missing
SpAD_EA.dm.	numeric	15 unique values 0 missing
CATS2D_08_AA	numeric	3 unique values 0 missing
GATS7i	numeric	41 unique values 0 missing
ON0	numeric	24 unique values 0 missing
SpAD_EA.ed.	numeric	40 unique values 0 missing
CATS2D_08_AL	numeric	11 unique values 0 missing
GATS7m	numeric	44 unique values 0 missing
ON0V	numeric	29 unique values 0 missing
SpAD_EA.ri.	numeric	43 unique values 0 missing
CATS2D_08_AN	numeric	3 unique values 0 missing
GATS7p	numeric	40 unique values 0 missing
ON1	numeric	29 unique values 0 missing
SpDiam_AEA.bo.	numeric	19 unique values 0 missing
CATS2D_08_DA	numeric	2 unique values 0 missing
GATS7s	numeric	44 unique values 0 missing
ON1V	numeric	36 unique values 0 missing
SpDiam_AEA.dm.	numeric	20 unique values 0 missing
CATS2D_08_DL	numeric	9 unique values 0 missing
GATS7v	numeric	40 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SpDiam_AEA.ed.	numeric	26 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
GATS8e	numeric	43 unique values 0 missing
PCD	numeric	35 unique values 0 missing
SpDiam_AEA.ri.	numeric	21 unique values 0 missing
CATS2D_08_LL	numeric	12 unique values 0 missing
GATS8i	numeric	44 unique values 0 missing
PCR	numeric	31 unique values 0 missing
SpDiam_EA	numeric	19 unique values 0 missing
CATS2D_08_NL	numeric	3 unique values 0 missing
GATS8m	numeric	41 unique values 0 missing
PDI	numeric	31 unique values 0 missing
SpDiam_EA.bo.	numeric	21 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS8p	numeric	38 unique values 0 missing
PHI	numeric	35 unique values 0 missing
SpDiam_EA.dm.	numeric	7 unique values 0 missing
CATS2D_09_AA	numeric	4 unique values 0 missing
GATS8s	numeric	42 unique values 0 missing
piID	numeric	33 unique values 0 missing
SpDiam_EA.ed.	numeric	20 unique values 0 missing
CATS2D_09_AL	numeric	10 unique values 0 missing
GATS8v	numeric	42 unique values 0 missing
piPC01	numeric	21 unique values 0 missing
SpDiam_EA.ri.	numeric	21 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

1195

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

1194

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

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

0.49

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.2

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

REPTreeDepth2AUC

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

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

90.1

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

-0.93

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

-2.1

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.01

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

-4.01

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

42366.59

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

0.04

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

27.16

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

0.41

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

-6.63

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

RandomTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

J48.00001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxSkewnessOfNumericAtts

6.63

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

1.53

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.47

Average class difference between consecutive instances.

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

32126.39

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.92

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

8.54

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

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

0.08

Percentage of nominal 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

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

2.59

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.

Quartile3SkewnessOfNumericAtts

0.61

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

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

161.2

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

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

Quartile1KurtosisOfNumericAtts

-1.51

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.53

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

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

0.71

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

Area Under the ROC Curve 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.

REPTreeDepth1ErrRate

Error rate 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

-0.27

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

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

Show all 107 properties