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-CHEMBL5931

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL5931 (TID: 101385), and it has 40 rows and 1245 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).

1247 features

pXC50 (target)	numeric	37 unique values 0 missing
molecule_id (row identifier)	nominal	40 unique values 0 missing
CIC1	numeric	34 unique values 0 missing
H.053	numeric	3 unique values 0 missing
piPC10	numeric	17 unique values 0 missing
SpDiam_EA.ri.	numeric	34 unique values 0 missing
AAC	numeric	36 unique values 0 missing
CIC2	numeric	37 unique values 0 missing
HDcpx	numeric	30 unique values 0 missing
PJI2	numeric	7 unique values 0 missing
SPI	numeric	34 unique values 0 missing
AECC	numeric	32 unique values 0 missing
CIC3	numeric	36 unique values 0 missing
HNar	numeric	28 unique values 0 missing
Pol	numeric	23 unique values 0 missing
SpMAD_AEA.bo.	numeric	31 unique values 0 missing
ALOGP	numeric	38 unique values 0 missing
CIC4	numeric	35 unique values 0 missing
HVcpx	numeric	34 unique values 0 missing
Psi_e_0	numeric	39 unique values 0 missing
SpMAD_AEA.dm.	numeric	36 unique values 0 missing
ALOGP2	numeric	37 unique values 0 missing
CIC5	numeric	35 unique values 0 missing
Hy	numeric	36 unique values 0 missing
Psi_e_0d	numeric	10 unique values 0 missing
SpMAD_AEA.ed.	numeric	33 unique values 0 missing
AMR	numeric	38 unique values 0 missing
CID	numeric	32 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
Psi_e_1	numeric	40 unique values 0 missing
SpMAD_AEA.ri.	numeric	30 unique values 0 missing
AMW	numeric	39 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
Psi_e_1d	numeric	5 unique values 0 missing
SpMAD_EA	numeric	32 unique values 0 missing
ARR	numeric	22 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
Psi_e_1s	numeric	2 unique values 0 missing
SpMAD_EA.bo.	numeric	34 unique values 0 missing
ATS1e	numeric	38 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
I.099	numeric	2 unique values 0 missing
Psi_e_A	numeric	37 unique values 0 missing
SpMAD_EA.dm.	numeric	19 unique values 0 missing
ATS1i	numeric	39 unique values 0 missing
CSI	numeric	32 unique values 0 missing
IAC	numeric	36 unique values 0 missing
Psi_e_t	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	34 unique values 0 missing
ATS1m	numeric	38 unique values 0 missing
DBI	numeric	24 unique values 0 missing
IC0	numeric	36 unique values 0 missing
Psi_i_0	numeric	39 unique values 0 missing
SpMAD_EA.ri.	numeric	34 unique values 0 missing
ATS1p	numeric	37 unique values 0 missing
D.Dtr05	numeric	19 unique values 0 missing
IC1	numeric	34 unique values 0 missing
Psi_i_0d	numeric	10 unique values 0 missing
SpMax1_Bh.e.	numeric	33 unique values 0 missing
ATS1s	numeric	38 unique values 0 missing
D.Dtr06	numeric	27 unique values 0 missing
IC2	numeric	37 unique values 0 missing
Psi_i_1	numeric	40 unique values 0 missing
SpMax1_Bh.i.	numeric	37 unique values 0 missing
ATS1v	numeric	38 unique values 0 missing
D.Dtr09	numeric	8 unique values 0 missing
IC3	numeric	37 unique values 0 missing
Psi_i_1d	numeric	11 unique values 0 missing
SpMax1_Bh.m.	numeric	23 unique values 0 missing
ATS2e	numeric	39 unique values 0 missing
D.Dtr12	numeric	2 unique values 0 missing
IC4	numeric	36 unique values 0 missing
Psi_i_1s	numeric	4 unique values 0 missing
SpMax1_Bh.p.	numeric	33 unique values 0 missing
ATS2i	numeric	36 unique values 0 missing
DECC	numeric	33 unique values 0 missing
IC5	numeric	36 unique values 0 missing
Psi_i_A	numeric	37 unique values 0 missing
SpMax1_Bh.s.	numeric	11 unique values 0 missing
ATS2m	numeric	39 unique values 0 missing
DELS	numeric	40 unique values 0 missing
ICR	numeric	33 unique values 0 missing
Psi_i_s	numeric	39 unique values 0 missing
SpMax1_Bh.v.	numeric	33 unique values 0 missing
ATS2p	numeric	38 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IDDE	numeric	34 unique values 0 missing
Psi_i_t	numeric	11 unique values 0 missing
SpMax2_Bh.e.	numeric	39 unique values 0 missing
ATS2s	numeric	39 unique values 0 missing
DLS_01	numeric	2 unique values 0 missing
IDDM	numeric	32 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax2_Bh.i.	numeric	40 unique values 0 missing
ATS2v	numeric	38 unique values 0 missing
DLS_02	numeric	4 unique values 0 missing
IDE	numeric	34 unique values 0 missing
P_VSA_e_1	numeric	14 unique values 0 missing
SpMax2_Bh.m.	numeric	36 unique values 0 missing
ATS3e	numeric	38 unique values 0 missing
DLS_03	numeric	2 unique values 0 missing
IDET	numeric	34 unique values 0 missing
P_VSA_e_2	numeric	38 unique values 0 missing
SpMax2_Bh.p.	numeric	39 unique values 0 missing
ATS3i	numeric	40 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IDM	numeric	34 unique values 0 missing
P_VSA_e_3	numeric	23 unique values 0 missing
SpMax2_Bh.s.	numeric	16 unique values 0 missing
ATS3m	numeric	40 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDMT	numeric	34 unique values 0 missing
P_VSA_e_4	numeric	3 unique values 0 missing
SpMax2_Bh.v.	numeric	40 unique values 0 missing
ATS3p	numeric	40 unique values 0 missing
DLS_06	numeric	3 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
P_VSA_e_5	numeric	11 unique values 0 missing
SpMax3_Bh.e.	numeric	36 unique values 0 missing
ATS3s	numeric	40 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
P_VSA_e_6	numeric	3 unique values 0 missing
SpMax3_Bh.i.	numeric	36 unique values 0 missing
ATS3v	numeric	39 unique values 0 missing
DLS_cons	numeric	19 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
P_VSA_i_1	numeric	10 unique values 0 missing
SpMax3_Bh.m.	numeric	40 unique values 0 missing
ATS4e	numeric	40 unique values 0 missing
Dz	numeric	35 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
P_VSA_i_2	numeric	38 unique values 0 missing
SpMax3_Bh.p.	numeric	39 unique values 0 missing
ATS4i	numeric	40 unique values 0 missing
ECC	numeric	32 unique values 0 missing
ISIZ	numeric	20 unique values 0 missing
P_VSA_i_3	numeric	32 unique values 0 missing
SpMax3_Bh.s.	numeric	23 unique values 0 missing
ATS4m	numeric	38 unique values 0 missing
Eig01_AEA.bo.	numeric	28 unique values 0 missing
IVDE	numeric	26 unique values 0 missing
P_VSA_i_4	numeric	24 unique values 0 missing
SpMax3_Bh.v.	numeric	39 unique values 0 missing
ATS4p	numeric	40 unique values 0 missing
Eig01_AEA.dm.	numeric	22 unique values 0 missing
IVDM	numeric	30 unique values 0 missing
P_VSA_LogP_1	numeric	7 unique values 0 missing
SpMax4_Bh.e.	numeric	34 unique values 0 missing
ATS4s	numeric	39 unique values 0 missing
Eig01_AEA.ed.	numeric	26 unique values 0 missing
JGI1	numeric	31 unique values 0 missing
P_VSA_LogP_2	numeric	15 unique values 0 missing
SpMax4_Bh.i.	numeric	34 unique values 0 missing
ATS4v	numeric	40 unique values 0 missing
Eig01_AEA.ri.	numeric	33 unique values 0 missing
JGI10	numeric	7 unique values 0 missing
P_VSA_LogP_3	numeric	22 unique values 0 missing
SpMax4_Bh.m.	numeric	33 unique values 0 missing
ATS5e	numeric	40 unique values 0 missing
Eig01_EA	numeric	30 unique values 0 missing
JGI2	numeric	21 unique values 0 missing
P_VSA_LogP_4	numeric	16 unique values 0 missing
SpMax4_Bh.p.	numeric	34 unique values 0 missing
ATS5i	numeric	39 unique values 0 missing
Eig01_EA.bo.	numeric	28 unique values 0 missing
JGI3	numeric	24 unique values 0 missing
P_VSA_LogP_5	numeric	28 unique values 0 missing
SpMax4_Bh.s.	numeric	26 unique values 0 missing
ATS5m	numeric	38 unique values 0 missing
Eig01_EA.dm.	numeric	16 unique values 0 missing
JGI4	numeric	28 unique values 0 missing
P_VSA_LogP_6	numeric	10 unique values 0 missing
SpMax4_Bh.v.	numeric	32 unique values 0 missing
ATS5p	numeric	40 unique values 0 missing
Eig01_EA.ed.	numeric	30 unique values 0 missing
JGI5	numeric	24 unique values 0 missing
P_VSA_LogP_7	numeric	22 unique values 0 missing
SpMax5_Bh.e.	numeric	39 unique values 0 missing
ATS5s	numeric	40 unique values 0 missing
Eig01_EA.ri.	numeric	34 unique values 0 missing
JGI6	numeric	17 unique values 0 missing
P_VSA_LogP_8	numeric	5 unique values 0 missing
SpMax5_Bh.i.	numeric	39 unique values 0 missing
ATS5v	numeric	40 unique values 0 missing
Eig02_AEA.bo.	numeric	30 unique values 0 missing
JGI7	numeric	14 unique values 0 missing
P_VSA_m_1	numeric	14 unique values 0 missing
SpMax5_Bh.m.	numeric	39 unique values 0 missing
ATS6e	numeric	40 unique values 0 missing
Eig02_AEA.dm.	numeric	35 unique values 0 missing
JGI8	numeric	12 unique values 0 missing
P_VSA_m_2	numeric	38 unique values 0 missing
SpMax5_Bh.p.	numeric	38 unique values 0 missing
ATS6i	numeric	40 unique values 0 missing
Eig02_AEA.ed.	numeric	30 unique values 0 missing
JGI9	numeric	7 unique values 0 missing
P_VSA_m_3	numeric	14 unique values 0 missing
SpMax5_Bh.s.	numeric	35 unique values 0 missing
ATS6m	numeric	40 unique values 0 missing
Eig02_AEA.ri.	numeric	36 unique values 0 missing
JGT	numeric	31 unique values 0 missing
P_VSA_m_4	numeric	13 unique values 0 missing
SpMax5_Bh.v.	numeric	37 unique values 0 missing
ATS6p	numeric	40 unique values 0 missing
Eig02_EA	numeric	31 unique values 0 missing
LLS_01	numeric	6 unique values 0 missing
P_VSA_m_5	numeric	3 unique values 0 missing
SpMax6_Bh.e.	numeric	36 unique values 0 missing
ATS6s	numeric	39 unique values 0 missing
Eig02_EA.bo.	numeric	32 unique values 0 missing
LLS_02	numeric	2 unique values 0 missing
P_VSA_MR_1	numeric	12 unique values 0 missing
SpMax6_Bh.i.	numeric	37 unique values 0 missing
ATS6v	numeric	40 unique values 0 missing
Eig02_EA.dm.	numeric	7 unique values 0 missing
LOC	numeric	32 unique values 0 missing
P_VSA_MR_2	numeric	16 unique values 0 missing
SpMax6_Bh.m.	numeric	35 unique values 0 missing
ATS7e	numeric	33 unique values 0 missing
Eig02_EA.ed.	numeric	32 unique values 0 missing
LPRS	numeric	34 unique values 0 missing
P_VSA_MR_3	numeric	4 unique values 0 missing
SpMax6_Bh.p.	numeric	35 unique values 0 missing
ATS7i	numeric	33 unique values 0 missing
Eig02_EA.ri.	numeric	38 unique values 0 missing
MATS1e	numeric	38 unique values 0 missing
P_VSA_MR_5	numeric	27 unique values 0 missing
SpMax6_Bh.s.	numeric	35 unique values 0 missing
ATS7m	numeric	33 unique values 0 missing
Eig03_AEA.bo.	numeric	33 unique values 0 missing
MATS1i	numeric	39 unique values 0 missing
P_VSA_MR_6	numeric	31 unique values 0 missing
SpMax6_Bh.v.	numeric	35 unique values 0 missing
ATS7p	numeric	33 unique values 0 missing
Eig03_AEA.dm.	numeric	40 unique values 0 missing
MATS1m	numeric	34 unique values 0 missing
P_VSA_MR_7	numeric	17 unique values 0 missing
SpMax7_Bh.e.	numeric	34 unique values 0 missing
ATS7s	numeric	33 unique values 0 missing
Eig03_AEA.ed.	numeric	34 unique values 0 missing
MATS1p	numeric	35 unique values 0 missing
P_VSA_MR_8	numeric	5 unique values 0 missing
SpMax7_Bh.i.	numeric	33 unique values 0 missing
ATS7v	numeric	33 unique values 0 missing
Eig03_AEA.ri.	numeric	39 unique values 0 missing
MATS1s	numeric	36 unique values 0 missing
P_VSA_p_1	numeric	17 unique values 0 missing
SpMax7_Bh.m.	numeric	30 unique values 0 missing
ATS8e	numeric	28 unique values 0 missing
Eig03_EA	numeric	34 unique values 0 missing
MATS1v	numeric	35 unique values 0 missing
P_VSA_p_2	numeric	27 unique values 0 missing
SpMax7_Bh.p.	numeric	33 unique values 0 missing
ATS8i	numeric	28 unique values 0 missing
Eig03_EA.bo.	numeric	34 unique values 0 missing
MATS2e	numeric	36 unique values 0 missing
P_VSA_p_3	numeric	38 unique values 0 missing
SpMax7_Bh.s.	numeric	39 unique values 0 missing
ATS8m	numeric	28 unique values 0 missing
Eig03_EA.dm.	numeric	6 unique values 0 missing
MATS2i	numeric	37 unique values 0 missing
P_VSA_p_4	numeric	2 unique values 0 missing
SpMax7_Bh.v.	numeric	32 unique values 0 missing
ATS8p	numeric	28 unique values 0 missing
Eig03_EA.ed.	numeric	34 unique values 0 missing
MATS2m	numeric	37 unique values 0 missing
P_VSA_s_1	numeric	6 unique values 0 missing
SpMax8_Bh.e.	numeric	29 unique values 0 missing
ATS8s	numeric	28 unique values 0 missing
Eig03_EA.ri.	numeric	39 unique values 0 missing
MATS2p	numeric	34 unique values 0 missing
P_VSA_s_2	numeric	16 unique values 0 missing
SpMax8_Bh.i.	numeric	30 unique values 0 missing
ATS8v	numeric	28 unique values 0 missing
Eig04_AEA.bo.	numeric	30 unique values 0 missing
MATS2s	numeric	35 unique values 0 missing
P_VSA_s_3	numeric	37 unique values 0 missing
SpMax8_Bh.m.	numeric	28 unique values 0 missing
ATSC1e	numeric	34 unique values 0 missing
Eig04_AEA.dm.	numeric	32 unique values 0 missing
MATS2v	numeric	37 unique values 0 missing
P_VSA_s_4	numeric	22 unique values 0 missing
SpMax8_Bh.p.	numeric	37 unique values 0 missing
ATSC1i	numeric	37 unique values 0 missing
Eig04_AEA.ed.	numeric	32 unique values 0 missing
MATS3e	numeric	36 unique values 0 missing
P_VSA_s_5	numeric	6 unique values 0 missing
SpMax8_Bh.s.	numeric	36 unique values 0 missing
ATSC1m	numeric	39 unique values 0 missing
Eig04_AEA.ri.	numeric	35 unique values 0 missing
MATS3i	numeric	39 unique values 0 missing
P_VSA_s_6	numeric	29 unique values 0 missing
SpMax8_Bh.v.	numeric	32 unique values 0 missing
ATSC1p	numeric	39 unique values 0 missing
Eig04_EA	numeric	31 unique values 0 missing
MATS3m	numeric	37 unique values 0 missing
P_VSA_v_1	numeric	14 unique values 0 missing
SpMaxA_AEA.bo.	numeric	32 unique values 0 missing
ATSC1s	numeric	40 unique values 0 missing
Eig04_EA.bo.	numeric	31 unique values 0 missing
MATS3p	numeric	40 unique values 0 missing
P_VSA_v_2	numeric	29 unique values 0 missing
SpMaxA_AEA.dm.	numeric	28 unique values 0 missing
ATSC1v	numeric	38 unique values 0 missing
Eig04_EA.dm.	numeric	3 unique values 0 missing
MATS3s	numeric	38 unique values 0 missing
P_VSA_v_3	numeric	38 unique values 0 missing
SpMaxA_AEA.ed.	numeric	32 unique values 0 missing
ATSC2e	numeric	37 unique values 0 missing
Eig04_EA.ed.	numeric	32 unique values 0 missing
MATS3v	numeric	39 unique values 0 missing
P_VSA_v_4	numeric	2 unique values 0 missing
SpMaxA_AEA.ri.	numeric	30 unique values 0 missing
ATSC2i	numeric	36 unique values 0 missing
Eig04_EA.ri.	numeric	35 unique values 0 missing
MATS4e	numeric	40 unique values 0 missing
PW2	numeric	26 unique values 0 missing
SpMaxA_EA	numeric	33 unique values 0 missing
ATSC2m	numeric	39 unique values 0 missing
Eig05_AEA.bo.	numeric	33 unique values 0 missing
MATS4i	numeric	38 unique values 0 missing
PW3	numeric	28 unique values 0 missing
SpMax_AEA.bo.	numeric	28 unique values 0 missing
ATSC2p	numeric	39 unique values 0 missing
Eig05_AEA.dm.	numeric	37 unique values 0 missing
MATS4m	numeric	37 unique values 0 missing
PW4	numeric	27 unique values 0 missing
SpMaxA_EA.bo.	numeric	33 unique values 0 missing
ATSC2s	numeric	40 unique values 0 missing
Eig05_AEA.ed.	numeric	33 unique values 0 missing
MATS4p	numeric	37 unique values 0 missing
PW5	numeric	26 unique values 0 missing
SpMax_AEA.dm.	numeric	22 unique values 0 missing
ATSC2v	numeric	38 unique values 0 missing
Eig05_AEA.ri.	numeric	38 unique values 0 missing
MATS4s	numeric	38 unique values 0 missing
Qindex	numeric	15 unique values 0 missing
SpMaxA_EA.dm.	numeric	19 unique values 0 missing
ATSC3e	numeric	36 unique values 0 missing
Eig05_EA	numeric	31 unique values 0 missing
MATS4v	numeric	37 unique values 0 missing
Ram	numeric	11 unique values 0 missing
SpMax_AEA.ed.	numeric	26 unique values 0 missing
ATSC3i	numeric	40 unique values 0 missing
Eig05_EA.bo.	numeric	33 unique values 0 missing
MATS5e	numeric	39 unique values 0 missing
RBF	numeric	26 unique values 0 missing
SpMaxA_EA.ed.	numeric	32 unique values 0 missing
ATSC3m	numeric	40 unique values 0 missing
Eig05_EA.dm.	numeric	2 unique values 0 missing
MATS5i	numeric	40 unique values 0 missing
RBN	numeric	8 unique values 0 missing
SpMax_AEA.ri.	numeric	33 unique values 0 missing
ATSC3p	numeric	39 unique values 0 missing
Eig05_EA.ed.	numeric	33 unique values 0 missing
MATS5m	numeric	40 unique values 0 missing
Rbrid	numeric	3 unique values 0 missing
SpMaxA_EA.ri.	numeric	30 unique values 0 missing
ATSC3s	numeric	40 unique values 0 missing
Eig05_EA.ri.	numeric	37 unique values 0 missing
MATS5p	numeric	40 unique values 0 missing
RCI	numeric	5 unique values 0 missing
SpMax_EA	numeric	30 unique values 0 missing
ATSC3v	numeric	40 unique values 0 missing
Eig06_AEA.bo.	numeric	27 unique values 0 missing
MATS5s	numeric	38 unique values 0 missing
RDCHI	numeric	33 unique values 0 missing
SpMax_EA.bo.	numeric	28 unique values 0 missing
ATSC4e	numeric	39 unique values 0 missing
Eig06_AEA.dm.	numeric	40 unique values 0 missing
MATS5v	numeric	40 unique values 0 missing
RDSQ	numeric	34 unique values 0 missing
SpMax_EA.dm.	numeric	16 unique values 0 missing
ATSC4i	numeric	40 unique values 0 missing
Eig06_AEA.ed.	numeric	30 unique values 0 missing
MATS6e	numeric	38 unique values 0 missing
RFD	numeric	4 unique values 0 missing
SpMax_EA.ed.	numeric	30 unique values 0 missing
ATSC4m	numeric	40 unique values 0 missing
Eig06_AEA.ri.	numeric	35 unique values 0 missing
MATS6i	numeric	39 unique values 0 missing
Rperim	numeric	8 unique values 0 missing
SpMax_EA.ri.	numeric	34 unique values 0 missing
ATSC4p	numeric	40 unique values 0 missing
Eig06_EA	numeric	31 unique values 0 missing
MATS6m	numeric	40 unique values 0 missing
S0K	numeric	28 unique values 0 missing
SpMin1_Bh.e.	numeric	35 unique values 0 missing
ATSC4s	numeric	40 unique values 0 missing
Eig06_EA.bo.	numeric	34 unique values 0 missing
MATS6p	numeric	39 unique values 0 missing
S.107	numeric	2 unique values 0 missing
SpMin1_Bh.i.	numeric	34 unique values 0 missing
ATSC4v	numeric	40 unique values 0 missing
Eig06_EA.dm.	numeric	2 unique values 0 missing
MATS6s	numeric	40 unique values 0 missing
S.110	numeric	3 unique values 0 missing
SpMin1_Bh.m.	numeric	34 unique values 0 missing
ATSC5e	numeric	38 unique values 0 missing
Eig06_EA.ed.	numeric	33 unique values 0 missing
MATS6v	numeric	40 unique values 0 missing
S1K	numeric	36 unique values 0 missing
SpMin1_Bh.p.	numeric	33 unique values 0 missing
ATSC5i	numeric	40 unique values 0 missing
Eig06_EA.ri.	numeric	37 unique values 0 missing
MATS7e	numeric	39 unique values 0 missing
S2K	numeric	36 unique values 0 missing
SpMin1_Bh.s.	numeric	37 unique values 0 missing
ATSC5m	numeric	40 unique values 0 missing
Eig07_AEA.bo.	numeric	24 unique values 0 missing
MATS7i	numeric	38 unique values 0 missing
S3K	numeric	37 unique values 0 missing
SpMin1_Bh.v.	numeric	33 unique values 0 missing
ATSC5p	numeric	40 unique values 0 missing
Eig07_AEA.dm.	numeric	32 unique values 0 missing
MATS7m	numeric	39 unique values 0 missing
SaaaC	numeric	4 unique values 0 missing
SpMin2_Bh.e.	numeric	39 unique values 0 missing
ATSC5s	numeric	40 unique values 0 missing
Eig07_AEA.ed.	numeric	23 unique values 0 missing
MATS7p	numeric	39 unique values 0 missing
SAacc	numeric	29 unique values 0 missing
SpMin2_Bh.i.	numeric	38 unique values 0 missing
ATSC5v	numeric	39 unique values 0 missing
Eig07_AEA.ri.	numeric	23 unique values 0 missing
MATS7s	numeric	39 unique values 0 missing
SaaCH	numeric	35 unique values 0 missing
SpMin2_Bh.m.	numeric	36 unique values 0 missing
ATSC6e	numeric	40 unique values 0 missing
Eig07_EA	numeric	22 unique values 0 missing
MATS7v	numeric	36 unique values 0 missing
SaaN	numeric	12 unique values 0 missing
SpMin2_Bh.p.	numeric	36 unique values 0 missing
ATSC6i	numeric	40 unique values 0 missing
Eig07_EA.bo.	numeric	29 unique values 0 missing
MATS8e	numeric	32 unique values 0 missing
SaaNH	numeric	3 unique values 0 missing
SpMin2_Bh.s.	numeric	38 unique values 0 missing
ATSC6m	numeric	40 unique values 0 missing
Eig07_EA.ed.	numeric	23 unique values 0 missing
MATS8i	numeric	33 unique values 0 missing
SaaO	numeric	3 unique values 0 missing
SpMin2_Bh.v.	numeric	37 unique values 0 missing
ATSC6p	numeric	39 unique values 0 missing
Eig07_EA.ri.	numeric	24 unique values 0 missing
MATS8m	numeric	33 unique values 0 missing
SaaS	numeric	9 unique values 0 missing
SpMin3_Bh.e.	numeric	39 unique values 0 missing
ATSC6s	numeric	40 unique values 0 missing
Eig08_AEA.bo.	numeric	23 unique values 0 missing
MATS8p	numeric	34 unique values 0 missing
SaasC	numeric	37 unique values 0 missing
SpMin3_Bh.i.	numeric	38 unique values 0 missing
ATSC6v	numeric	40 unique values 0 missing
Eig08_AEA.dm.	numeric	27 unique values 0 missing
MATS8s	numeric	34 unique values 0 missing
SaasN	numeric	2 unique values 0 missing
SpMin3_Bh.m.	numeric	36 unique values 0 missing
ATSC7e	numeric	38 unique values 0 missing
Eig08_AEA.ed.	numeric	22 unique values 0 missing
MATS8v	numeric	34 unique values 0 missing
SAdon	numeric	13 unique values 0 missing
SpMin3_Bh.p.	numeric	37 unique values 0 missing
ATSC7i	numeric	38 unique values 0 missing
Eig08_AEA.ri.	numeric	21 unique values 0 missing
MAXDN	numeric	39 unique values 0 missing
SAtot	numeric	38 unique values 0 missing
SpMin3_Bh.s.	numeric	36 unique values 0 missing
ATSC7m	numeric	39 unique values 0 missing
Eig08_EA	numeric	19 unique values 0 missing
MAXDP	numeric	39 unique values 0 missing
SCBO	numeric	26 unique values 0 missing
SpMin3_Bh.v.	numeric	36 unique values 0 missing
ATSC7p	numeric	39 unique values 0 missing
Eig08_EA.bo.	numeric	30 unique values 0 missing
MCD	numeric	25 unique values 0 missing
SddssS	numeric	37 unique values 0 missing
SpMin4_Bh.e.	numeric	29 unique values 0 missing
ATSC7s	numeric	39 unique values 0 missing
Eig08_EA.dm.	numeric	2 unique values 0 missing
MDDD	numeric	34 unique values 0 missing
SdNH	numeric	2 unique values 0 missing
SpMin4_Bh.i.	numeric	30 unique values 0 missing
ATSC7v	numeric	39 unique values 0 missing
Eig08_EA.ed.	numeric	23 unique values 0 missing
Me	numeric	32 unique values 0 missing
SdO	numeric	40 unique values 0 missing
SpMin4_Bh.m.	numeric	32 unique values 0 missing
ATSC8e	numeric	34 unique values 0 missing
Eig08_EA.ri.	numeric	21 unique values 0 missing
Mi	numeric	28 unique values 0 missing
SdsN	numeric	3 unique values 0 missing
SpMin4_Bh.p.	numeric	35 unique values 0 missing
ATSC8i	numeric	33 unique values 0 missing
Eig09_AEA.bo.	numeric	26 unique values 0 missing
MLOGP	numeric	36 unique values 0 missing
SdssC	numeric	8 unique values 0 missing
SpMin4_Bh.s.	numeric	17 unique values 0 missing
ATSC8m	numeric	34 unique values 0 missing
Eig09_AEA.dm.	numeric	23 unique values 0 missing
MLOGP2	numeric	35 unique values 0 missing
SdsssAs	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	34 unique values 0 missing
ATSC8p	numeric	34 unique values 0 missing
Eig09_AEA.ed.	numeric	20 unique values 0 missing
Mp	numeric	38 unique values 0 missing
Se	numeric	39 unique values 0 missing
SpMin5_Bh.e.	numeric	37 unique values 0 missing
ATSC8s	numeric	34 unique values 0 missing
Eig09_AEA.ri.	numeric	23 unique values 0 missing
MPC01	numeric	17 unique values 0 missing
Si	numeric	39 unique values 0 missing
SpMin5_Bh.i.	numeric	35 unique values 0 missing
ATSC8v	numeric	34 unique values 0 missing
Eig09_EA	numeric	20 unique values 0 missing
MPC02	numeric	23 unique values 0 missing
SIC0	numeric	33 unique values 0 missing
SpMin5_Bh.m.	numeric	38 unique values 0 missing
BAC	numeric	21 unique values 0 missing
Eig09_EA.bo.	numeric	27 unique values 0 missing
MPC03	numeric	26 unique values 0 missing
SIC1	numeric	34 unique values 0 missing
SpMin5_Bh.p.	numeric	38 unique values 0 missing
BBI	numeric	23 unique values 0 missing
Eig09_EA.dm.	numeric	3 unique values 0 missing
MPC04	numeric	25 unique values 0 missing
SIC2	numeric	37 unique values 0 missing
SpMin5_Bh.s.	numeric	17 unique values 0 missing
BIC0	numeric	35 unique values 0 missing
Eig09_EA.ed.	numeric	22 unique values 0 missing
MPC05	numeric	29 unique values 0 missing
SIC3	numeric	34 unique values 0 missing
SpMin5_Bh.v.	numeric	37 unique values 0 missing
BIC1	numeric	35 unique values 0 missing
Eig09_EA.ri.	numeric	28 unique values 0 missing
MPC06	numeric	31 unique values 0 missing
SIC4	numeric	33 unique values 0 missing
SpMin6_Bh.e.	numeric	31 unique values 0 missing
BIC2	numeric	34 unique values 0 missing
Eig10_AEA.bo.	numeric	28 unique values 0 missing
MPC07	numeric	28 unique values 0 missing
SIC5	numeric	33 unique values 0 missing
SpMin6_Bh.i.	numeric	30 unique values 0 missing
BIC3	numeric	34 unique values 0 missing
Eig10_AEA.dm.	numeric	29 unique values 0 missing
MPC08	numeric	25 unique values 0 missing
SM02_AEA.bo.	numeric	32 unique values 0 missing
SpMin6_Bh.m.	numeric	31 unique values 0 missing
BIC4	numeric	32 unique values 0 missing
Eig10_AEA.ed.	numeric	27 unique values 0 missing
MPC09	numeric	17 unique values 0 missing
SM02_AEA.dm.	numeric	19 unique values 0 missing
SpMin6_Bh.p.	numeric	36 unique values 0 missing
BIC5	numeric	31 unique values 0 missing
Eig10_AEA.ri.	numeric	29 unique values 0 missing
MPC10	numeric	15 unique values 0 missing
SM02_AEA.ed.	numeric	30 unique values 0 missing
SpMin6_Bh.s.	numeric	8 unique values 0 missing
BID	numeric	31 unique values 0 missing
Eig10_EA	numeric	23 unique values 0 missing
MSD	numeric	34 unique values 0 missing
SM02_AEA.ri.	numeric	23 unique values 0 missing
SpMin6_Bh.v.	numeric	35 unique values 0 missing
BLI	numeric	38 unique values 0 missing
Eig10_EA.bo.	numeric	30 unique values 0 missing
Mv	numeric	34 unique values 0 missing
SM02_EA	numeric	23 unique values 0 missing
SpMin7_Bh.e.	numeric	21 unique values 0 missing
BLTA96	numeric	35 unique values 0 missing
Eig10_EA.dm.	numeric	3 unique values 0 missing
MW	numeric	39 unique values 0 missing
SM02_EA.bo.	numeric	32 unique values 0 missing
SpMin7_Bh.i.	numeric	20 unique values 0 missing
BLTD48	numeric	34 unique values 0 missing
Eig10_EA.ed.	numeric	25 unique values 0 missing
MWC01	numeric	17 unique values 0 missing
SM02_EA.dm.	numeric	17 unique values 0 missing
SpMin7_Bh.m.	numeric	32 unique values 0 missing
BLTF96	numeric	34 unique values 0 missing
Eig10_EA.ri.	numeric	32 unique values 0 missing
MWC02	numeric	28 unique values 0 missing
SM02_EA.ed.	numeric	30 unique values 0 missing
SpMin7_Bh.p.	numeric	28 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig11_AEA.bo.	numeric	25 unique values 0 missing
MWC03	numeric	31 unique values 0 missing
SM02_EA.ri.	numeric	38 unique values 0 missing
SpMin7_Bh.s.	numeric	6 unique values 0 missing
C.	numeric	29 unique values 0 missing
Eig11_AEA.dm.	numeric	26 unique values 0 missing
MWC04	numeric	31 unique values 0 missing
SM03_AEA.bo.	numeric	32 unique values 0 missing
SpMin7_Bh.v.	numeric	32 unique values 0 missing
C.001	numeric	4 unique values 0 missing
Eig11_AEA.ed.	numeric	24 unique values 0 missing
MWC05	numeric	32 unique values 0 missing
SM03_AEA.dm.	numeric	20 unique values 0 missing
SpMin8_Bh.e.	numeric	19 unique values 0 missing
C.002	numeric	3 unique values 0 missing
Eig11_AEA.ri.	numeric	23 unique values 0 missing
MWC06	numeric	34 unique values 0 missing
SM03_AEA.ed.	numeric	33 unique values 0 missing
SpMin8_Bh.i.	numeric	16 unique values 0 missing
C.005	numeric	2 unique values 0 missing
Eig11_EA	numeric	19 unique values 0 missing
MWC07	numeric	33 unique values 0 missing
SM03_AEA.ri.	numeric	23 unique values 0 missing
SpMin8_Bh.m.	numeric	20 unique values 0 missing
C.006	numeric	5 unique values 0 missing
Eig11_EA.bo.	numeric	28 unique values 0 missing
MWC08	numeric	34 unique values 0 missing
SM03_EA	numeric	14 unique values 0 missing
SpMin8_Bh.p.	numeric	22 unique values 0 missing
C.008	numeric	4 unique values 0 missing
Eig11_EA.dm.	numeric	3 unique values 0 missing
MWC09	numeric	34 unique values 0 missing
SM03_EA.bo.	numeric	20 unique values 0 missing
SpMin8_Bh.s.	numeric	8 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	20 unique values 0 missing
MWC10	numeric	34 unique values 0 missing
SM03_EA.dm.	numeric	7 unique values 0 missing
SpMin8_Bh.v.	numeric	22 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eig11_EA.ri.	numeric	26 unique values 0 missing
N.	numeric	30 unique values 0 missing
SM03_EA.ed.	numeric	25 unique values 0 missing
SRW02	numeric	17 unique values 0 missing
C.024	numeric	9 unique values 0 missing
Eig12_AEA.bo.	numeric	22 unique values 0 missing
N.066	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	30 unique values 0 missing
SRW04	numeric	28 unique values 0 missing
C.025	numeric	4 unique values 0 missing
Eig12_AEA.dm.	numeric	20 unique values 0 missing
N.067	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	33 unique values 0 missing
SRW05	numeric	3 unique values 0 missing
C.026	numeric	5 unique values 0 missing
Eig12_AEA.ed.	numeric	18 unique values 0 missing
N.068	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	23 unique values 0 missing
SRW06	numeric	32 unique values 0 missing
C.027	numeric	2 unique values 0 missing
Eig12_AEA.ri.	numeric	21 unique values 0 missing
N.069	numeric	4 unique values 0 missing
SM04_AEA.ed.	numeric	32 unique values 0 missing
SRW07	numeric	6 unique values 0 missing
C.028	numeric	2 unique values 0 missing
Eig12_EA	numeric	19 unique values 0 missing
N.070	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	22 unique values 0 missing
SRW08	numeric	34 unique values 0 missing
C.029	numeric	2 unique values 0 missing
Eig12_EA.bo.	numeric	21 unique values 0 missing
N.071	numeric	2 unique values 0 missing
SM04_EA	numeric	31 unique values 0 missing
SRW09	numeric	13 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig12_EA.dm.	numeric	5 unique values 0 missing
N.072	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	33 unique values 0 missing
SRW10	numeric	34 unique values 0 missing
C.033	numeric	2 unique values 0 missing
Eig12_EA.ed.	numeric	21 unique values 0 missing
N.073	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	17 unique values 0 missing
SsBr	numeric	2 unique values 0 missing
C.034	numeric	2 unique values 0 missing
Eig12_EA.ri.	numeric	19 unique values 0 missing
N.074	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	33 unique values 0 missing
SsCH3	numeric	11 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig13_AEA.bo.	numeric	23 unique values 0 missing
N.075	numeric	3 unique values 0 missing
SM04_EA.ri.	numeric	40 unique values 0 missing
SsCl	numeric	6 unique values 0 missing
C.040	numeric	2 unique values 0 missing
Eig13_AEA.dm.	numeric	17 unique values 0 missing
NaaaC	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	33 unique values 0 missing
SsF	numeric	4 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eig13_AEA.ed.	numeric	16 unique values 0 missing
NaaCH	numeric	9 unique values 0 missing
SM05_AEA.dm.	numeric	19 unique values 0 missing
SsI	numeric	2 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig13_AEA.ri.	numeric	15 unique values 0 missing
NaaN	numeric	3 unique values 0 missing
SM05_AEA.ed.	numeric	34 unique values 0 missing
SsNH2	numeric	39 unique values 0 missing
C.043	numeric	2 unique values 0 missing
Eig13_EA	numeric	16 unique values 0 missing
NaaNH	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	25 unique values 0 missing
SsOH	numeric	6 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig13_EA.bo.	numeric	19 unique values 0 missing
NaaO	numeric	2 unique values 0 missing
SM05_EA	numeric	27 unique values 0 missing
SssCH2	numeric	16 unique values 0 missing
CATS2D_00_DD	numeric	4 unique values 0 missing
Eig13_EA.dm.	numeric	5 unique values 0 missing
NaaS	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	31 unique values 0 missing
SssNH	numeric	12 unique values 0 missing
CATS2D_00_DP	numeric	4 unique values 0 missing
Eig13_EA.ed.	numeric	18 unique values 0 missing
NaasC	numeric	6 unique values 0 missing
SM05_EA.dm.	numeric	7 unique values 0 missing
SssO	numeric	5 unique values 0 missing
CATS2D_00_PP	numeric	4 unique values 0 missing
Eig13_EA.ri.	numeric	15 unique values 0 missing
NaasN	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	33 unique values 0 missing
SssS	numeric	3 unique values 0 missing
CATS2D_01_AA	numeric	2 unique values 0 missing
Eig14_AEA.bo.	numeric	18 unique values 0 missing
nAB	numeric	8 unique values 0 missing
SM05_EA.ri.	numeric	39 unique values 0 missing
SsssCH	numeric	5 unique values 0 missing
CATS2D_01_AN	numeric	2 unique values 0 missing
Eig14_AEA.dm.	numeric	16 unique values 0 missing
nArCONHR	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	33 unique values 0 missing
SsssN	numeric	6 unique values 0 missing
CATS2D_01_DN	numeric	2 unique values 0 missing
Eig14_AEA.ed.	numeric	14 unique values 0 missing
nArCOOH	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	19 unique values 0 missing
SssssC	numeric	4 unique values 0 missing
CATS2D_01_LL	numeric	10 unique values 0 missing
Eig14_AEA.ri.	numeric	13 unique values 0 missing
nArNH2	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	32 unique values 0 missing
Sv	numeric	39 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig14_EA	numeric	13 unique values 0 missing
nArNHR	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	20 unique values 0 missing
TIC0	numeric	36 unique values 0 missing
CATS2D_02_AA	numeric	6 unique values 0 missing
Eig14_EA.bo.	numeric	20 unique values 0 missing
nArOR	numeric	2 unique values 0 missing
SM06_EA	numeric	34 unique values 0 missing
TIC1	numeric	35 unique values 0 missing
CATS2D_02_AL	numeric	8 unique values 0 missing
Eig14_EA.dm.	numeric	3 unique values 0 missing
nArX	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	34 unique values 0 missing
TIC2	numeric	37 unique values 0 missing
CATS2D_02_AP	numeric	4 unique values 0 missing
Eig14_EA.ed.	numeric	15 unique values 0 missing
nAT	numeric	20 unique values 0 missing
SM06_EA.dm.	numeric	17 unique values 0 missing
TIC3	numeric	37 unique values 0 missing
CATS2D_02_DA	numeric	5 unique values 0 missing
Eig14_EA.ri.	numeric	14 unique values 0 missing
nBM	numeric	14 unique values 0 missing
SM06_EA.ed.	numeric	34 unique values 0 missing
TIC4	numeric	36 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
Eig15_AEA.bo.	numeric	15 unique values 0 missing
nBnz	numeric	3 unique values 0 missing
SM06_EA.ri.	numeric	39 unique values 0 missing
TIC5	numeric	36 unique values 0 missing
CATS2D_02_DL	numeric	4 unique values 0 missing
Eig15_AEA.dm.	numeric	13 unique values 0 missing
nBO	numeric	17 unique values 0 missing
SM07_AEA.bo.	numeric	34 unique values 0 missing
TIE	numeric	40 unique values 0 missing
CATS2D_02_DP	numeric	2 unique values 0 missing
Eig15_AEA.ed.	numeric	13 unique values 0 missing
nBR	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	16 unique values 0 missing
TPC	numeric	31 unique values 0 missing
CATS2D_02_LL	numeric	10 unique values 0 missing
Eig15_AEA.ri.	numeric	9 unique values 0 missing
nBT	numeric	22 unique values 0 missing
SM07_AEA.ed.	numeric	34 unique values 0 missing
TPSA.NO.	numeric	27 unique values 0 missing
CATS2D_02_NL	numeric	3 unique values 0 missing
Eig15_EA	numeric	12 unique values 0 missing
nC	numeric	16 unique values 0 missing
SM07_AEA.ri.	numeric	21 unique values 0 missing
TPSA.Tot.	numeric	27 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
Eig15_EA.bo.	numeric	14 unique values 0 missing
nCar	numeric	11 unique values 0 missing
SM07_EA	numeric	32 unique values 0 missing
TRS	numeric	7 unique values 0 missing
CATS2D_02_PP	numeric	2 unique values 0 missing
Eig15_EA.dm.	numeric	3 unique values 0 missing
nCb.	numeric	6 unique values 0 missing
SM07_EA.bo.	numeric	30 unique values 0 missing
TWC	numeric	34 unique values 0 missing
CATS2D_03_AA	numeric	4 unique values 0 missing
Eig15_EA.ed.	numeric	14 unique values 0 missing
nCbH	numeric	8 unique values 0 missing
SM07_EA.dm.	numeric	7 unique values 0 missing
Uc	numeric	14 unique values 0 missing
CATS2D_03_AL	numeric	11 unique values 0 missing
Eig15_EA.ri.	numeric	12 unique values 0 missing
nCconj	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	34 unique values 0 missing
Ui	numeric	15 unique values 0 missing
CATS2D_03_AP	numeric	3 unique values 0 missing
Eta_alpha	numeric	37 unique values 0 missing
nCIC	numeric	4 unique values 0 missing
SM07_EA.ri.	numeric	39 unique values 0 missing
Uindex	numeric	34 unique values 0 missing
CATS2D_03_DA	numeric	3 unique values 0 missing
Eta_alpha_A	numeric	31 unique values 0 missing
nCIR	numeric	6 unique values 0 missing
SM08_AEA.bo.	numeric	32 unique values 0 missing
UNIP	numeric	31 unique values 0 missing
CATS2D_03_DD	numeric	2 unique values 0 missing
Eta_B	numeric	26 unique values 0 missing
nCL	numeric	3 unique values 0 missing
SM08_AEA.dm.	numeric	13 unique values 0 missing
VAR	numeric	25 unique values 0 missing
CATS2D_03_DL	numeric	9 unique values 0 missing
Eta_B_A	numeric	24 unique values 0 missing
nCp	numeric	4 unique values 0 missing
SM08_AEA.ed.	numeric	32 unique values 0 missing
Vindex	numeric	33 unique values 0 missing
CATS2D_03_LL	numeric	9 unique values 0 missing
Eta_beta	numeric	29 unique values 0 missing
nCrs	numeric	5 unique values 0 missing
SM08_AEA.ri.	numeric	18 unique values 0 missing
VvdwMG	numeric	38 unique values 0 missing
CATS2D_03_NL	numeric	3 unique values 0 missing
Eta_beta_A	numeric	31 unique values 0 missing
nCRX3	numeric	2 unique values 0 missing
SM08_EA	numeric	34 unique values 0 missing
VvdwZAZ	numeric	39 unique values 0 missing
CATS2D_03_PL	numeric	6 unique values 0 missing
Eta_betaP	numeric	19 unique values 0 missing
nCs	numeric	5 unique values 0 missing
SM08_EA.bo.	numeric	31 unique values 0 missing
Vx	numeric	38 unique values 0 missing
CATS2D_04_AA	numeric	5 unique values 0 missing
Eta_betaP_A	numeric	29 unique values 0 missing
nCsp2	numeric	11 unique values 0 missing
SM08_EA.dm.	numeric	17 unique values 0 missing
Wap	numeric	32 unique values 0 missing
CATS2D_04_AL	numeric	9 unique values 0 missing
Eta_betaS	numeric	26 unique values 0 missing
nCsp3	numeric	7 unique values 0 missing
SM08_EA.ed.	numeric	34 unique values 0 missing
X.	numeric	8 unique values 0 missing
CATS2D_04_AP	numeric	3 unique values 0 missing
Eta_betaS_A	numeric	26 unique values 0 missing
nDB	numeric	6 unique values 0 missing
SM08_EA.ri.	numeric	38 unique values 0 missing
X0	numeric	30 unique values 0 missing
CATS2D_04_DA	numeric	3 unique values 0 missing
Eta_C	numeric	40 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	30 unique values 0 missing
X0A	numeric	25 unique values 0 missing
CATS2D_04_DD	numeric	2 unique values 0 missing
Eta_C_A	numeric	39 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	12 unique values 0 missing
X0Av	numeric	36 unique values 0 missing
CATS2D_04_DL	numeric	6 unique values 0 missing
Eta_epsi	numeric	38 unique values 0 missing
NdO	numeric	5 unique values 0 missing
SM09_AEA.ed.	numeric	31 unique values 0 missing
X0sol	numeric	35 unique values 0 missing
CATS2D_04_DP	numeric	3 unique values 0 missing
Eta_epsi_A	numeric	35 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	15 unique values 0 missing
X0v	numeric	39 unique values 0 missing
CATS2D_04_LL	numeric	8 unique values 0 missing
Eta_F	numeric	39 unique values 0 missing
NdssC	numeric	4 unique values 0 missing
SM09_EA	numeric	33 unique values 0 missing
X1	numeric	33 unique values 0 missing
CATS2D_04_NL	numeric	2 unique values 0 missing
Eta_F_A	numeric	40 unique values 0 missing
NdsssAs	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	31 unique values 0 missing
X1A	numeric	23 unique values 0 missing
CATS2D_04_PL	numeric	5 unique values 0 missing
Eta_FL	numeric	38 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	7 unique values 0 missing
X1Av	numeric	34 unique values 0 missing
CATS2D_04_PP	numeric	2 unique values 0 missing
Eta_FL_A	numeric	30 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	34 unique values 0 missing
X1Kup	numeric	39 unique values 0 missing
CATS2D_05_AA	numeric	5 unique values 0 missing
Eta_L	numeric	40 unique values 0 missing
nF	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	38 unique values 0 missing
X1Mad	numeric	40 unique values 0 missing
CATS2D_05_AL	numeric	8 unique values 0 missing
Eta_L_A	numeric	31 unique values 0 missing
nH	numeric	15 unique values 0 missing
SM10_AEA.bo.	numeric	31 unique values 0 missing
X1MulPer	numeric	36 unique values 0 missing
CATS2D_05_AP	numeric	3 unique values 0 missing
Eta_sh_p	numeric	38 unique values 0 missing
nHAcc	numeric	9 unique values 0 missing
SM10_AEA.dm.	numeric	30 unique values 0 missing
X1Per	numeric	37 unique values 0 missing
CATS2D_05_DA	numeric	3 unique values 0 missing
Eta_sh_x	numeric	35 unique values 0 missing
nHDon	numeric	6 unique values 0 missing
SM10_AEA.ed.	numeric	32 unique values 0 missing
X1sol	numeric	36 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
Eta_sh_y	numeric	34 unique values 0 missing
nHet	numeric	10 unique values 0 missing
SM10_AEA.ri.	numeric	14 unique values 0 missing
X1v	numeric	39 unique values 0 missing
CATS2D_05_DL	numeric	4 unique values 0 missing
F.083	numeric	2 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM10_EA	numeric	34 unique values 0 missing
X2	numeric	34 unique values 0 missing
CATS2D_05_DP	numeric	3 unique values 0 missing
F.084	numeric	2 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	34 unique values 0 missing
X2A	numeric	26 unique values 0 missing
CATS2D_05_LL	numeric	7 unique values 0 missing
GATS1e	numeric	36 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	16 unique values 0 missing
X2Av	numeric	31 unique values 0 missing
CATS2D_05_NL	numeric	2 unique values 0 missing
GATS1i	numeric	39 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	34 unique values 0 missing
X2sol	numeric	36 unique values 0 missing
CATS2D_05_PL	numeric	4 unique values 0 missing
GATS1m	numeric	34 unique values 0 missing
nN	numeric	6 unique values 0 missing
SM10_EA.ri.	numeric	40 unique values 0 missing
X2v	numeric	39 unique values 0 missing
CATS2D_05_PP	numeric	2 unique values 0 missing
GATS1p	numeric	37 unique values 0 missing
NNRS	numeric	5 unique values 0 missing
SM11_AEA.bo.	numeric	34 unique values 0 missing
X3	numeric	34 unique values 0 missing
CATS2D_06_AA	numeric	5 unique values 0 missing
GATS1s	numeric	38 unique values 0 missing
nO	numeric	6 unique values 0 missing
SM11_AEA.dm.	numeric	32 unique values 0 missing
X3A	numeric	28 unique values 0 missing
CATS2D_06_AL	numeric	5 unique values 0 missing
GATS1v	numeric	39 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	33 unique values 0 missing
X3Av	numeric	32 unique values 0 missing
CATS2D_06_AN	numeric	2 unique values 0 missing
GATS2e	numeric	38 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	28 unique values 0 missing
X3sol	numeric	36 unique values 0 missing
CATS2D_06_AP	numeric	6 unique values 0 missing
GATS2i	numeric	36 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM11_EA	numeric	34 unique values 0 missing
X3v	numeric	40 unique values 0 missing
CATS2D_06_DA	numeric	6 unique values 0 missing
GATS2m	numeric	35 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	33 unique values 0 missing
X4	numeric	34 unique values 0 missing
CATS2D_06_DD	numeric	3 unique values 0 missing
GATS2p	numeric	37 unique values 0 missing
nPyrrolidines	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	7 unique values 0 missing
X4A	numeric	26 unique values 0 missing
CATS2D_06_DL	numeric	4 unique values 0 missing
GATS2s	numeric	39 unique values 0 missing
nR05	numeric	3 unique values 0 missing
SM11_EA.ed.	numeric	33 unique values 0 missing
X4Av	numeric	31 unique values 0 missing
CATS2D_06_DN	numeric	2 unique values 0 missing
GATS2v	numeric	34 unique values 0 missing
nR06	numeric	3 unique values 0 missing
SM11_EA.ri.	numeric	39 unique values 0 missing
X4sol	numeric	36 unique values 0 missing
CATS2D_06_DP	numeric	4 unique values 0 missing
GATS3e	numeric	38 unique values 0 missing
nR09	numeric	3 unique values 0 missing
SM12_AEA.bo.	numeric	31 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

1247

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

1246

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

31.18

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

1.71

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

0.55

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.43

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

21.2

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.36

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.04

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.67

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

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.65

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

8530

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

7.41

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.92

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-6.32

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.08

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

6.32

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.43

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

7127.87

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.18

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.64

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.2

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

6.08

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanMeansOfNumericAtts

29.22

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.72

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.02

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.3

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

Show all 62 properties