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-CHEMBL3092

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: CHEMBL3092 (TID: 11722), and it has 68 rows and 1266 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).

1268 features

pXC50 (target)	numeric	58 unique values 0 missing
molecule_id (row identifier)	nominal	68 unique values 0 missing
Chi1_AEA.bo.	numeric	58 unique values 0 missing
GGI5	numeric	51 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
SM15_EA.ri.	numeric	59 unique values 0 missing
AAC	numeric	53 unique values 0 missing
Chi1_AEA.dm.	numeric	58 unique values 0 missing
GGI6	numeric	54 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SMTI	numeric	59 unique values 0 missing
AECC	numeric	58 unique values 0 missing
Chi1_AEA.ed.	numeric	58 unique values 0 missing
GGI7	numeric	54 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing
SMTIV	numeric	62 unique values 0 missing
ALOGP	numeric	62 unique values 0 missing
Chi1_AEA.ri.	numeric	58 unique values 0 missing
GGI8	numeric	54 unique values 0 missing
nX	numeric	5 unique values 0 missing
SNar	numeric	55 unique values 0 missing
ALOGP2	numeric	62 unique values 0 missing
Chi1_EA	numeric	58 unique values 0 missing
GGI9	numeric	56 unique values 0 missing
O.	numeric	37 unique values 0 missing
Sp	numeric	61 unique values 0 missing
AMR	numeric	62 unique values 0 missing
Chi1_EA.bo.	numeric	61 unique values 0 missing
GMTI	numeric	59 unique values 0 missing
O.056	numeric	3 unique values 0 missing
SpAD_AEA.bo.	numeric	61 unique values 0 missing
AMW	numeric	61 unique values 0 missing
Chi1_EA.dm.	numeric	59 unique values 0 missing
GMTIV	numeric	62 unique values 0 missing
O.057	numeric	2 unique values 0 missing
SpAD_AEA.dm.	numeric	62 unique values 0 missing
ARR	numeric	47 unique values 0 missing
Chi1_EA.ed.	numeric	59 unique values 0 missing
GNar	numeric	53 unique values 0 missing
O.058	numeric	10 unique values 0 missing
SpAD_AEA.ed.	numeric	59 unique values 0 missing
ATS1e	numeric	60 unique values 0 missing
Chi1_EA.ri.	numeric	62 unique values 0 missing
H.	numeric	42 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SpAD_AEA.ri.	numeric	62 unique values 0 missing
ATS1i	numeric	59 unique values 0 missing
CIC0	numeric	60 unique values 0 missing
H.046	numeric	23 unique values 0 missing
O.060	numeric	4 unique values 0 missing
SpAD_EA	numeric	59 unique values 0 missing
ATS1m	numeric	60 unique values 0 missing
CIC1	numeric	61 unique values 0 missing
H.047	numeric	25 unique values 0 missing
ON0	numeric	52 unique values 0 missing
SpAD_EA.bo.	numeric	60 unique values 0 missing
ATS1p	numeric	59 unique values 0 missing
CIC2	numeric	59 unique values 0 missing
H.048	numeric	3 unique values 0 missing
ON0V	numeric	58 unique values 0 missing
SpAD_EA.dm.	numeric	51 unique values 0 missing
ATS1s	numeric	57 unique values 0 missing
CIC3	numeric	59 unique values 0 missing
H.049	numeric	3 unique values 0 missing
ON1	numeric	56 unique values 0 missing
SpAD_EA.ed.	numeric	59 unique values 0 missing
ATS1v	numeric	61 unique values 0 missing
CIC4	numeric	58 unique values 0 missing
H.050	numeric	9 unique values 0 missing
ON1V	numeric	60 unique values 0 missing
SpAD_EA.ri.	numeric	62 unique values 0 missing
ATS2e	numeric	59 unique values 0 missing
CIC5	numeric	57 unique values 0 missing
H.051	numeric	8 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SpDiam_AEA.bo.	numeric	40 unique values 0 missing
ATS2i	numeric	58 unique values 0 missing
CID	numeric	58 unique values 0 missing
H.052	numeric	20 unique values 0 missing
PCD	numeric	59 unique values 0 missing
SpDiam_AEA.dm.	numeric	44 unique values 0 missing
ATS2m	numeric	57 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
H.053	numeric	5 unique values 0 missing
PCR	numeric	53 unique values 0 missing
SpDiam_AEA.ed.	numeric	38 unique values 0 missing
ATS2p	numeric	59 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
HDcpx	numeric	51 unique values 0 missing
PDI	numeric	47 unique values 0 missing
SpDiam_AEA.ri.	numeric	47 unique values 0 missing
ATS2s	numeric	58 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
HNar	numeric	53 unique values 0 missing
PHI	numeric	61 unique values 0 missing
SpDiam_EA	numeric	38 unique values 0 missing
ATS2v	numeric	59 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
HVcpx	numeric	55 unique values 0 missing
piID	numeric	58 unique values 0 missing
SpDiam_EA.bo.	numeric	32 unique values 0 missing
ATS3e	numeric	59 unique values 0 missing
CSI	numeric	59 unique values 0 missing
Hy	numeric	56 unique values 0 missing
piPC01	numeric	42 unique values 0 missing
SpDiam_EA.dm.	numeric	32 unique values 0 missing
ATS3i	numeric	59 unique values 0 missing
DBI	numeric	45 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
piPC02	numeric	54 unique values 0 missing
SpDiam_EA.ed.	numeric	41 unique values 0 missing
ATS3m	numeric	61 unique values 0 missing
D.Dtr03	numeric	5 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
piPC03	numeric	57 unique values 0 missing
SpDiam_EA.ri.	numeric	36 unique values 0 missing
ATS3p	numeric	57 unique values 0 missing
D.Dtr05	numeric	32 unique values 0 missing
IAC	numeric	61 unique values 0 missing
piPC04	numeric	56 unique values 0 missing
SPI	numeric	59 unique values 0 missing
ATS3s	numeric	58 unique values 0 missing
D.Dtr06	numeric	59 unique values 0 missing
IC0	numeric	53 unique values 0 missing
piPC05	numeric	57 unique values 0 missing
SpMAD_AEA.bo.	numeric	41 unique values 0 missing
ATS3v	numeric	60 unique values 0 missing
D.Dtr07	numeric	2 unique values 0 missing
IC1	numeric	61 unique values 0 missing
piPC06	numeric	60 unique values 0 missing
SpMAD_AEA.dm.	numeric	51 unique values 0 missing
ATS4e	numeric	59 unique values 0 missing
D.Dtr08	numeric	3 unique values 0 missing
IC2	numeric	59 unique values 0 missing
piPC07	numeric	59 unique values 0 missing
SpMAD_AEA.ed.	numeric	46 unique values 0 missing
ATS4i	numeric	60 unique values 0 missing
D.Dtr09	numeric	2 unique values 0 missing
IC3	numeric	58 unique values 0 missing
piPC08	numeric	57 unique values 0 missing
SpMAD_AEA.ri.	numeric	39 unique values 0 missing
ATS4m	numeric	61 unique values 0 missing
D.Dtr10	numeric	6 unique values 0 missing
IC4	numeric	58 unique values 0 missing
piPC09	numeric	57 unique values 0 missing
SpMAD_EA	numeric	36 unique values 0 missing
ATS4p	numeric	58 unique values 0 missing
DECC	numeric	58 unique values 0 missing
IC5	numeric	59 unique values 0 missing
piPC10	numeric	60 unique values 0 missing
SpMAD_EA.bo.	numeric	51 unique values 0 missing
ATS4s	numeric	60 unique values 0 missing
DELS	numeric	62 unique values 0 missing
ICR	numeric	55 unique values 0 missing
PJI2	numeric	12 unique values 0 missing
SpMAD_EA.dm.	numeric	59 unique values 0 missing
ATS4v	numeric	60 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IDDE	numeric	58 unique values 0 missing
Pol	numeric	39 unique values 0 missing
SpMAD_EA.ed.	numeric	56 unique values 0 missing
ATS5e	numeric	57 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IDDM	numeric	51 unique values 0 missing
Psi_e_0	numeric	62 unique values 0 missing
SpMAD_EA.ri.	numeric	45 unique values 0 missing
ATS5i	numeric	60 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IDE	numeric	59 unique values 0 missing
Psi_e_1	numeric	60 unique values 0 missing
SpMax1_Bh.e.	numeric	48 unique values 0 missing
ATS5m	numeric	59 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IDET	numeric	59 unique values 0 missing
Psi_e_A	numeric	56 unique values 0 missing
SpMax1_Bh.i.	numeric	39 unique values 0 missing
ATS5p	numeric	59 unique values 0 missing
DLS_04	numeric	6 unique values 0 missing
IDM	numeric	57 unique values 0 missing
Psi_i_0	numeric	61 unique values 0 missing
SpMax1_Bh.m.	numeric	41 unique values 0 missing
ATS5s	numeric	62 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDMT	numeric	59 unique values 0 missing
Psi_i_1	numeric	61 unique values 0 missing
SpMax1_Bh.p.	numeric	41 unique values 0 missing
ATS5v	numeric	60 unique values 0 missing
DLS_06	numeric	5 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
Psi_i_A	numeric	56 unique values 0 missing
SpMax1_Bh.s.	numeric	25 unique values 0 missing
ATS6e	numeric	57 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
Psi_i_s	numeric	60 unique values 0 missing
SpMax1_Bh.v.	numeric	37 unique values 0 missing
ATS6i	numeric	61 unique values 0 missing
DLS_cons	numeric	16 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax2_Bh.e.	numeric	36 unique values 0 missing
ATS6m	numeric	60 unique values 0 missing
Dz	numeric	46 unique values 0 missing
ISIZ	numeric	44 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax2_Bh.i.	numeric	34 unique values 0 missing
ATS6p	numeric	60 unique values 0 missing
ECC	numeric	57 unique values 0 missing
IVDE	numeric	51 unique values 0 missing
P_VSA_e_1	numeric	36 unique values 0 missing
SpMax2_Bh.m.	numeric	48 unique values 0 missing
ATS6s	numeric	61 unique values 0 missing
Eig01_AEA.bo.	numeric	34 unique values 0 missing
IVDM	numeric	57 unique values 0 missing
P_VSA_e_2	numeric	61 unique values 0 missing
SpMax2_Bh.p.	numeric	37 unique values 0 missing
ATS6v	numeric	61 unique values 0 missing
Eig01_AEA.dm.	numeric	43 unique values 0 missing
JGI1	numeric	47 unique values 0 missing
P_VSA_e_3	numeric	32 unique values 0 missing
SpMax2_Bh.s.	numeric	21 unique values 0 missing
ATS7e	numeric	60 unique values 0 missing
Eig01_AEA.ed.	numeric	37 unique values 0 missing
JGI10	numeric	8 unique values 0 missing
P_VSA_e_4	numeric	3 unique values 0 missing
SpMax2_Bh.v.	numeric	40 unique values 0 missing
ATS7i	numeric	61 unique values 0 missing
Eig01_AEA.ri.	numeric	36 unique values 0 missing
JGI2	numeric	32 unique values 0 missing
P_VSA_e_5	numeric	37 unique values 0 missing
SpMax3_Bh.e.	numeric	35 unique values 0 missing
ATS7m	numeric	61 unique values 0 missing
Eig01_EA	numeric	38 unique values 0 missing
JGI3	numeric	23 unique values 0 missing
P_VSA_e_6	numeric	4 unique values 0 missing
SpMax3_Bh.i.	numeric	34 unique values 0 missing
ATS7p	numeric	60 unique values 0 missing
Eig01_EA.bo.	numeric	32 unique values 0 missing
JGI4	numeric	16 unique values 0 missing
P_VSA_i_1	numeric	9 unique values 0 missing
SpMax3_Bh.m.	numeric	42 unique values 0 missing
ATS7s	numeric	61 unique values 0 missing
Eig01_EA.dm.	numeric	30 unique values 0 missing
JGI5	numeric	15 unique values 0 missing
P_VSA_i_2	numeric	61 unique values 0 missing
SpMax3_Bh.p.	numeric	47 unique values 0 missing
ATS7v	numeric	60 unique values 0 missing
Eig01_EA.ed.	numeric	38 unique values 0 missing
JGI6	numeric	11 unique values 0 missing
P_VSA_i_3	numeric	56 unique values 0 missing
SpMax3_Bh.s.	numeric	24 unique values 0 missing
ATS8e	numeric	61 unique values 0 missing
Eig01_EA.ri.	numeric	36 unique values 0 missing
JGI7	numeric	10 unique values 0 missing
P_VSA_i_4	numeric	32 unique values 0 missing
SpMax3_Bh.v.	numeric	42 unique values 0 missing
ATS8i	numeric	62 unique values 0 missing
Eig02_AEA.bo.	numeric	49 unique values 0 missing
JGI8	numeric	9 unique values 0 missing
P_VSA_LogP_1	numeric	25 unique values 0 missing
SpMax4_Bh.e.	numeric	47 unique values 0 missing
ATS8m	numeric	62 unique values 0 missing
Eig02_AEA.dm.	numeric	46 unique values 0 missing
JGI9	numeric	7 unique values 0 missing
P_VSA_LogP_2	numeric	52 unique values 0 missing
SpMax4_Bh.i.	numeric	44 unique values 0 missing
ATS8p	numeric	61 unique values 0 missing
Eig02_AEA.ed.	numeric	48 unique values 0 missing
JGT	numeric	52 unique values 0 missing
P_VSA_LogP_3	numeric	33 unique values 0 missing
SpMax4_Bh.m.	numeric	51 unique values 0 missing
ATS8s	numeric	62 unique values 0 missing
Eig02_AEA.ri.	numeric	49 unique values 0 missing
LLS_01	numeric	4 unique values 0 missing
P_VSA_LogP_4	numeric	38 unique values 0 missing
SpMax4_Bh.p.	numeric	52 unique values 0 missing
ATS8v	numeric	60 unique values 0 missing
Eig02_EA	numeric	49 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
P_VSA_LogP_5	numeric	37 unique values 0 missing
SpMax4_Bh.s.	numeric	25 unique values 0 missing
ATSC1e	numeric	54 unique values 0 missing
Eig02_EA.bo.	numeric	34 unique values 0 missing
LOC	numeric	55 unique values 0 missing
P_VSA_LogP_6	numeric	10 unique values 0 missing
SpMax4_Bh.v.	numeric	50 unique values 0 missing
ATSC1i	numeric	61 unique values 0 missing
Eig02_EA.dm.	numeric	26 unique values 0 missing
LPRS	numeric	59 unique values 0 missing
P_VSA_LogP_7	numeric	39 unique values 0 missing
SpMax5_Bh.e.	numeric	47 unique values 0 missing
ATSC1m	numeric	61 unique values 0 missing
Eig02_EA.ed.	numeric	49 unique values 0 missing
MATS1e	numeric	48 unique values 0 missing
P_VSA_LogP_8	numeric	5 unique values 0 missing
SpMax5_Bh.i.	numeric	49 unique values 0 missing
ATSC1p	numeric	61 unique values 0 missing
Eig02_EA.ri.	numeric	55 unique values 0 missing
MATS1i	numeric	52 unique values 0 missing
P_VSA_m_1	numeric	36 unique values 0 missing
SpMax5_Bh.m.	numeric	48 unique values 0 missing
ATSC1s	numeric	61 unique values 0 missing
Eig03_AEA.bo.	numeric	47 unique values 0 missing
MATS1m	numeric	44 unique values 0 missing
P_VSA_m_2	numeric	61 unique values 0 missing
SpMax5_Bh.p.	numeric	50 unique values 0 missing
ATSC1v	numeric	60 unique values 0 missing
Eig03_AEA.dm.	numeric	41 unique values 0 missing
MATS1p	numeric	50 unique values 0 missing
P_VSA_m_3	numeric	37 unique values 0 missing
SpMax5_Bh.s.	numeric	27 unique values 0 missing
ATSC2e	numeric	58 unique values 0 missing
Eig03_AEA.ed.	numeric	46 unique values 0 missing
MATS1s	numeric	43 unique values 0 missing
P_VSA_m_4	numeric	11 unique values 0 missing
SpMax5_Bh.v.	numeric	50 unique values 0 missing
ATSC2i	numeric	61 unique values 0 missing
Eig03_AEA.ri.	numeric	53 unique values 0 missing
MATS1v	numeric	42 unique values 0 missing
P_VSA_MR_1	numeric	37 unique values 0 missing
SpMax6_Bh.e.	numeric	56 unique values 0 missing
ATSC2m	numeric	61 unique values 0 missing
Eig03_EA	numeric	52 unique values 0 missing
MATS2e	numeric	56 unique values 0 missing
P_VSA_MR_2	numeric	50 unique values 0 missing
SpMax6_Bh.i.	numeric	55 unique values 0 missing
ATSC2p	numeric	61 unique values 0 missing
Eig03_EA.bo.	numeric	44 unique values 0 missing
MATS2i	numeric	51 unique values 0 missing
P_VSA_MR_3	numeric	9 unique values 0 missing
SpMax6_Bh.m.	numeric	56 unique values 0 missing
ATSC2s	numeric	62 unique values 0 missing
Eig03_EA.dm.	numeric	27 unique values 0 missing
MATS2m	numeric	53 unique values 0 missing
P_VSA_MR_4	numeric	2 unique values 0 missing
SpMax6_Bh.p.	numeric	52 unique values 0 missing
ATSC2v	numeric	61 unique values 0 missing
Eig03_EA.ed.	numeric	50 unique values 0 missing
MATS2p	numeric	47 unique values 0 missing
P_VSA_MR_5	numeric	57 unique values 0 missing
SpMax6_Bh.s.	numeric	32 unique values 0 missing
ATSC3e	numeric	62 unique values 0 missing
Eig03_EA.ri.	numeric	51 unique values 0 missing
MATS2s	numeric	53 unique values 0 missing
P_VSA_MR_6	numeric	50 unique values 0 missing
SpMax6_Bh.v.	numeric	56 unique values 0 missing
ATSC3i	numeric	60 unique values 0 missing
Eig04_AEA.bo.	numeric	51 unique values 0 missing
MATS2v	numeric	54 unique values 0 missing
P_VSA_MR_7	numeric	15 unique values 0 missing
SpMax7_Bh.e.	numeric	54 unique values 0 missing
ATSC3m	numeric	62 unique values 0 missing
Eig04_AEA.dm.	numeric	47 unique values 0 missing
MATS3e	numeric	48 unique values 0 missing
P_VSA_MR_8	numeric	5 unique values 0 missing
SpMax7_Bh.i.	numeric	53 unique values 0 missing
ATSC3p	numeric	62 unique values 0 missing
Eig04_AEA.ed.	numeric	55 unique values 0 missing
MATS3i	numeric	52 unique values 0 missing
P_VSA_p_1	numeric	42 unique values 0 missing
SpMax7_Bh.m.	numeric	54 unique values 0 missing
ATSC3s	numeric	62 unique values 0 missing
Eig04_AEA.ri.	numeric	55 unique values 0 missing
MATS3m	numeric	54 unique values 0 missing
P_VSA_p_2	numeric	45 unique values 0 missing
SpMax7_Bh.p.	numeric	45 unique values 0 missing
ATSC3v	numeric	62 unique values 0 missing
Eig04_EA	numeric	56 unique values 0 missing
MATS3p	numeric	47 unique values 0 missing
P_VSA_p_3	numeric	61 unique values 0 missing
SpMax7_Bh.s.	numeric	40 unique values 0 missing
ATSC4e	numeric	60 unique values 0 missing
Eig04_EA.bo.	numeric	47 unique values 0 missing
MATS3s	numeric	54 unique values 0 missing
P_VSA_p_4	numeric	2 unique values 0 missing
SpMax7_Bh.v.	numeric	50 unique values 0 missing
ATSC4i	numeric	61 unique values 0 missing
Eig04_EA.dm.	numeric	29 unique values 0 missing
MATS3v	numeric	52 unique values 0 missing
P_VSA_s_1	numeric	4 unique values 0 missing
SpMax8_Bh.e.	numeric	53 unique values 0 missing
ATSC4m	numeric	62 unique values 0 missing
Eig04_EA.ed.	numeric	56 unique values 0 missing
MATS4e	numeric	50 unique values 0 missing
P_VSA_s_2	numeric	39 unique values 0 missing
SpMax8_Bh.i.	numeric	49 unique values 0 missing
ATSC4p	numeric	62 unique values 0 missing
Eig04_EA.ri.	numeric	56 unique values 0 missing
MATS4i	numeric	54 unique values 0 missing
P_VSA_s_3	numeric	55 unique values 0 missing
SpMax8_Bh.m.	numeric	54 unique values 0 missing
ATSC4s	numeric	62 unique values 0 missing
Eig05_AEA.bo.	numeric	54 unique values 0 missing
MATS4m	numeric	54 unique values 0 missing
P_VSA_s_4	numeric	50 unique values 0 missing
SpMax8_Bh.p.	numeric	48 unique values 0 missing
ATSC4v	numeric	62 unique values 0 missing
Eig05_AEA.dm.	numeric	55 unique values 0 missing
MATS4p	numeric	52 unique values 0 missing
P_VSA_s_5	numeric	14 unique values 0 missing
SpMax8_Bh.s.	numeric	39 unique values 0 missing
ATSC5e	numeric	61 unique values 0 missing
Eig05_AEA.ed.	numeric	51 unique values 0 missing
MATS4s	numeric	54 unique values 0 missing
P_VSA_s_6	numeric	45 unique values 0 missing
SpMax8_Bh.v.	numeric	56 unique values 0 missing
ATSC5i	numeric	62 unique values 0 missing
Eig05_AEA.ri.	numeric	54 unique values 0 missing
MATS4v	numeric	52 unique values 0 missing
P_VSA_v_1	numeric	36 unique values 0 missing
SpMaxA_AEA.bo.	numeric	41 unique values 0 missing
ATSC5m	numeric	62 unique values 0 missing
Eig05_EA	numeric	52 unique values 0 missing
MATS5e	numeric	56 unique values 0 missing
P_VSA_v_2	numeric	45 unique values 0 missing
SpMaxA_AEA.dm.	numeric	39 unique values 0 missing
ATSC5p	numeric	62 unique values 0 missing
Eig05_EA.bo.	numeric	53 unique values 0 missing
MATS5i	numeric	48 unique values 0 missing
P_VSA_v_3	numeric	61 unique values 0 missing
SpMaxA_AEA.ed.	numeric	49 unique values 0 missing
ATSC5s	numeric	62 unique values 0 missing
Eig05_EA.dm.	numeric	27 unique values 0 missing
MATS5m	numeric	56 unique values 0 missing
PW2	numeric	25 unique values 0 missing
SpMaxA_AEA.ri.	numeric	41 unique values 0 missing
ATSC5v	numeric	62 unique values 0 missing
Eig05_EA.ed.	numeric	55 unique values 0 missing
MATS5p	numeric	54 unique values 0 missing
PW3	numeric	28 unique values 0 missing
SpMaxA_EA	numeric	37 unique values 0 missing
ATSC6e	numeric	61 unique values 0 missing
Eig05_EA.ri.	numeric	56 unique values 0 missing
MATS5s	numeric	58 unique values 0 missing
PW4	numeric	24 unique values 0 missing
SpMax_AEA.bo.	numeric	34 unique values 0 missing
ATSC6i	numeric	62 unique values 0 missing
Eig06_AEA.bo.	numeric	49 unique values 0 missing
MATS5v	numeric	53 unique values 0 missing
PW5	numeric	22 unique values 0 missing
SpMaxA_EA.bo.	numeric	42 unique values 0 missing
ATSC6m	numeric	62 unique values 0 missing
Eig06_AEA.dm.	numeric	60 unique values 0 missing
MATS6e	numeric	55 unique values 0 missing
Qindex	numeric	21 unique values 0 missing
SpMax_AEA.dm.	numeric	43 unique values 0 missing
ATSC6p	numeric	62 unique values 0 missing
Eig06_AEA.ed.	numeric	53 unique values 0 missing
MATS6i	numeric	50 unique values 0 missing
Ram	numeric	20 unique values 0 missing
SpMaxA_EA.dm.	numeric	36 unique values 0 missing
ATSC6s	numeric	62 unique values 0 missing
Eig06_AEA.ri.	numeric	57 unique values 0 missing
MATS6m	numeric	53 unique values 0 missing
RBF	numeric	48 unique values 0 missing
SpMax_AEA.ed.	numeric	37 unique values 0 missing
ATSC6v	numeric	62 unique values 0 missing
Eig06_EA	numeric	51 unique values 0 missing
MATS6p	numeric	51 unique values 0 missing
RBN	numeric	29 unique values 0 missing
SpMaxA_EA.ed.	numeric	51 unique values 0 missing
ATSC7e	numeric	61 unique values 0 missing
Eig06_EA.bo.	numeric	56 unique values 0 missing
MATS6s	numeric	52 unique values 0 missing
Rbrid	numeric	5 unique values 0 missing
SpMax_AEA.ri.	numeric	36 unique values 0 missing
ATSC7i	numeric	62 unique values 0 missing
Eig06_EA.dm.	numeric	23 unique values 0 missing
MATS6v	numeric	50 unique values 0 missing
RCI	numeric	10 unique values 0 missing
SpMaxA_EA.ri.	numeric	37 unique values 0 missing
ATSC7m	numeric	62 unique values 0 missing
Eig06_EA.ed.	numeric	53 unique values 0 missing
MATS7e	numeric	56 unique values 0 missing
RDCHI	numeric	59 unique values 0 missing
SpMax_EA	numeric	38 unique values 0 missing
ATSC7p	numeric	62 unique values 0 missing
Eig06_EA.ri.	numeric	54 unique values 0 missing
MATS7i	numeric	51 unique values 0 missing
RDSQ	numeric	59 unique values 0 missing
SpMax_EA.bo.	numeric	32 unique values 0 missing
ATSC7s	numeric	62 unique values 0 missing
Eig07_AEA.bo.	numeric	51 unique values 0 missing
MATS7m	numeric	51 unique values 0 missing
RFD	numeric	9 unique values 0 missing
SpMax_EA.dm.	numeric	30 unique values 0 missing
ATSC7v	numeric	62 unique values 0 missing
Eig07_AEA.dm.	numeric	50 unique values 0 missing
MATS7p	numeric	51 unique values 0 missing
Rperim	numeric	15 unique values 0 missing
SpMax_EA.ed.	numeric	38 unique values 0 missing
ATSC8e	numeric	61 unique values 0 missing
Eig07_AEA.ed.	numeric	46 unique values 0 missing
MATS7s	numeric	55 unique values 0 missing
S0K	numeric	53 unique values 0 missing
SpMax_EA.ri.	numeric	36 unique values 0 missing
ATSC8i	numeric	62 unique values 0 missing
Eig07_AEA.ri.	numeric	54 unique values 0 missing
MATS7v	numeric	47 unique values 0 missing
S.107	numeric	3 unique values 0 missing
SpMin1_Bh.e.	numeric	28 unique values 0 missing
ATSC8m	numeric	62 unique values 0 missing
Eig07_EA	numeric	51 unique values 0 missing
MATS8e	numeric	57 unique values 0 missing
S.108	numeric	2 unique values 0 missing
SpMin1_Bh.i.	numeric	27 unique values 0 missing
ATSC8p	numeric	62 unique values 0 missing
Eig07_EA.bo.	numeric	54 unique values 0 missing
MATS8i	numeric	52 unique values 0 missing
S.110	numeric	2 unique values 0 missing
SpMin1_Bh.m.	numeric	26 unique values 0 missing
ATSC8s	numeric	62 unique values 0 missing
Eig07_EA.dm.	numeric	24 unique values 0 missing
MATS8m	numeric	56 unique values 0 missing
S1K	numeric	60 unique values 0 missing
SpMin1_Bh.p.	numeric	31 unique values 0 missing
ATSC8v	numeric	62 unique values 0 missing
Eig07_EA.ed.	numeric	54 unique values 0 missing
MATS8p	numeric	53 unique values 0 missing
S2K	numeric	60 unique values 0 missing
SpMin1_Bh.s.	numeric	30 unique values 0 missing
BAC	numeric	44 unique values 0 missing
Eig07_EA.ri.	numeric	55 unique values 0 missing
MATS8s	numeric	51 unique values 0 missing
S3K	numeric	61 unique values 0 missing
SpMin1_Bh.v.	numeric	32 unique values 0 missing
BBI	numeric	41 unique values 0 missing
Eig08_AEA.bo.	numeric	56 unique values 0 missing
MATS8v	numeric	50 unique values 0 missing
SaaaC	numeric	4 unique values 0 missing
SpMin2_Bh.e.	numeric	30 unique values 0 missing
BIC0	numeric	36 unique values 0 missing
Eig08_AEA.dm.	numeric	48 unique values 0 missing
MAXDN	numeric	59 unique values 0 missing
SAacc	numeric	45 unique values 0 missing
SpMin2_Bh.i.	numeric	32 unique values 0 missing
BIC1	numeric	51 unique values 0 missing
Eig08_AEA.ed.	numeric	45 unique values 0 missing
MAXDP	numeric	62 unique values 0 missing
SaaCH	numeric	62 unique values 0 missing
SpMin2_Bh.m.	numeric	30 unique values 0 missing
BIC2	numeric	47 unique values 0 missing
Eig08_AEA.ri.	numeric	52 unique values 0 missing
MCD	numeric	52 unique values 0 missing
SaaN	numeric	15 unique values 0 missing
SpMin2_Bh.p.	numeric	33 unique values 0 missing
BIC3	numeric	42 unique values 0 missing
Eig08_EA	numeric	50 unique values 0 missing
MDDD	numeric	59 unique values 0 missing
SaaNH	numeric	7 unique values 0 missing
SpMin2_Bh.s.	numeric	41 unique values 0 missing
BIC4	numeric	43 unique values 0 missing
Eig08_EA.bo.	numeric	53 unique values 0 missing
Me	numeric	25 unique values 0 missing
SaaS	numeric	2 unique values 0 missing
SpMin2_Bh.v.	numeric	34 unique values 0 missing
BIC5	numeric	42 unique values 0 missing
Eig08_EA.dm.	numeric	19 unique values 0 missing
Mi	numeric	23 unique values 0 missing
SaasC	numeric	59 unique values 0 missing
SpMin3_Bh.e.	numeric	41 unique values 0 missing
BID	numeric	36 unique values 0 missing
Eig08_EA.ed.	numeric	53 unique values 0 missing
MLOGP	numeric	59 unique values 0 missing
SAdon	numeric	28 unique values 0 missing
SpMin3_Bh.i.	numeric	37 unique values 0 missing
BLI	numeric	46 unique values 0 missing
Eig08_EA.ri.	numeric	53 unique values 0 missing
MLOGP2	numeric	59 unique values 0 missing
SAtot	numeric	61 unique values 0 missing
SpMin3_Bh.m.	numeric	38 unique values 0 missing
BLTA96	numeric	59 unique values 0 missing
Eig09_AEA.bo.	numeric	44 unique values 0 missing
Mp	numeric	36 unique values 0 missing
SCBO	numeric	42 unique values 0 missing
SpMin3_Bh.p.	numeric	34 unique values 0 missing
BLTD48	numeric	56 unique values 0 missing
Eig09_AEA.dm.	numeric	51 unique values 0 missing
MPC01	numeric	34 unique values 0 missing
SdCH2	numeric	11 unique values 0 missing
SpMin3_Bh.s.	numeric	32 unique values 0 missing
BLTF96	numeric	57 unique values 0 missing
Eig09_AEA.ed.	numeric	51 unique values 0 missing
MPC02	numeric	41 unique values 0 missing
SddssS	numeric	20 unique values 0 missing
SpMin3_Bh.v.	numeric	35 unique values 0 missing
C.	numeric	42 unique values 0 missing
Eig09_AEA.ri.	numeric	47 unique values 0 missing
MPC03	numeric	48 unique values 0 missing
SdO	numeric	62 unique values 0 missing
SpMin4_Bh.e.	numeric	51 unique values 0 missing
C.001	numeric	11 unique values 0 missing
Eig09_EA	numeric	49 unique values 0 missing
MPC04	numeric	40 unique values 0 missing
SdS	numeric	2 unique values 0 missing
SpMin4_Bh.i.	numeric	51 unique values 0 missing
C.002	numeric	15 unique values 0 missing
Eig09_EA.bo.	numeric	47 unique values 0 missing
MPC05	numeric	48 unique values 0 missing
SdsCH	numeric	14 unique values 0 missing
SpMin4_Bh.m.	numeric	40 unique values 0 missing
C.003	numeric	6 unique values 0 missing
Eig09_EA.dm.	numeric	19 unique values 0 missing
MPC06	numeric	49 unique values 0 missing
SdsN	numeric	2 unique values 0 missing
SpMin4_Bh.p.	numeric	44 unique values 0 missing
C.004	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	55 unique values 0 missing
MPC07	numeric	52 unique values 0 missing
SdssC	numeric	61 unique values 0 missing
SpMin4_Bh.s.	numeric	43 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig09_EA.ri.	numeric	46 unique values 0 missing
MPC08	numeric	50 unique values 0 missing
SdsssP	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	40 unique values 0 missing
C.006	numeric	8 unique values 0 missing
Eig10_AEA.bo.	numeric	51 unique values 0 missing
MPC09	numeric	51 unique values 0 missing
Se	numeric	61 unique values 0 missing
SpMin5_Bh.e.	numeric	51 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	51 unique values 0 missing
MPC10	numeric	48 unique values 0 missing
Si	numeric	61 unique values 0 missing
SpMin5_Bh.i.	numeric	52 unique values 0 missing
C.008	numeric	11 unique values 0 missing
Eig10_AEA.ed.	numeric	56 unique values 0 missing
MSD	numeric	59 unique values 0 missing
SIC0	numeric	40 unique values 0 missing
SpMin5_Bh.m.	numeric	41 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig10_AEA.ri.	numeric	53 unique values 0 missing
Mv	numeric	42 unique values 0 missing
SIC1	numeric	53 unique values 0 missing
SpMin5_Bh.p.	numeric	51 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig10_EA	numeric	50 unique values 0 missing
MW	numeric	61 unique values 0 missing
SIC2	numeric	50 unique values 0 missing
SpMin5_Bh.s.	numeric	47 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	48 unique values 0 missing
MWC01	numeric	34 unique values 0 missing
SIC3	numeric	44 unique values 0 missing
SpMin5_Bh.v.	numeric	51 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eig10_EA.dm.	numeric	17 unique values 0 missing
MWC02	numeric	44 unique values 0 missing
SIC4	numeric	39 unique values 0 missing
SpMin6_Bh.e.	numeric	51 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig10_EA.ed.	numeric	56 unique values 0 missing
MWC03	numeric	50 unique values 0 missing
SIC5	numeric	44 unique values 0 missing
SpMin6_Bh.i.	numeric	56 unique values 0 missing
C.016	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	51 unique values 0 missing
MWC04	numeric	58 unique values 0 missing
SM02_AEA.bo.	numeric	57 unique values 0 missing
SpMin6_Bh.m.	numeric	52 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	57 unique values 0 missing
MWC05	numeric	58 unique values 0 missing
SM02_AEA.dm.	numeric	50 unique values 0 missing
SpMin6_Bh.p.	numeric	47 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	51 unique values 0 missing
MWC06	numeric	56 unique values 0 missing
SM02_AEA.ed.	numeric	51 unique values 0 missing
SpMin6_Bh.s.	numeric	49 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig11_AEA.ed.	numeric	55 unique values 0 missing
MWC07	numeric	59 unique values 0 missing
SM02_AEA.ri.	numeric	54 unique values 0 missing
SpMin6_Bh.v.	numeric	45 unique values 0 missing
C.024	numeric	13 unique values 0 missing
Eig11_AEA.ri.	numeric	51 unique values 0 missing
MWC08	numeric	59 unique values 0 missing
SM02_EA	numeric	41 unique values 0 missing
SpMin7_Bh.e.	numeric	50 unique values 0 missing
C.025	numeric	6 unique values 0 missing
Eig11_EA	numeric	52 unique values 0 missing
MWC09	numeric	58 unique values 0 missing
SM02_EA.bo.	numeric	54 unique values 0 missing
SpMin7_Bh.i.	numeric	49 unique values 0 missing
C.026	numeric	6 unique values 0 missing
Eig11_EA.bo.	numeric	56 unique values 0 missing
MWC10	numeric	57 unique values 0 missing
SM02_EA.dm.	numeric	50 unique values 0 missing
SpMin7_Bh.m.	numeric	48 unique values 0 missing
C.027	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	14 unique values 0 missing
N.	numeric	32 unique values 0 missing
SM02_EA.ed.	numeric	57 unique values 0 missing
SpMin7_Bh.p.	numeric	48 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig11_EA.ed.	numeric	55 unique values 0 missing
N.066	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	60 unique values 0 missing
SpMin7_Bh.s.	numeric	42 unique values 0 missing
C.029	numeric	2 unique values 0 missing
Eig11_EA.ri.	numeric	51 unique values 0 missing
N.067	numeric	3 unique values 0 missing
SM03_AEA.bo.	numeric	57 unique values 0 missing
SpMin7_Bh.v.	numeric	49 unique values 0 missing
C.033	numeric	2 unique values 0 missing
Eig12_AEA.bo.	numeric	47 unique values 0 missing
N.068	numeric	3 unique values 0 missing
SM03_AEA.dm.	numeric	49 unique values 0 missing
SpMin8_Bh.e.	numeric	57 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig12_AEA.dm.	numeric	51 unique values 0 missing
N.069	numeric	2 unique values 0 missing
SM03_AEA.ed.	numeric	57 unique values 0 missing
SpMin8_Bh.i.	numeric	51 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig12_AEA.ed.	numeric	54 unique values 0 missing
N.070	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	53 unique values 0 missing
SpMin8_Bh.m.	numeric	45 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig12_AEA.ri.	numeric	53 unique values 0 missing
N.071	numeric	2 unique values 0 missing
SM03_EA	numeric	21 unique values 0 missing
SpMin8_Bh.p.	numeric	49 unique values 0 missing
C.040	numeric	11 unique values 0 missing
Eig12_EA	numeric	49 unique values 0 missing
N.072	numeric	9 unique values 0 missing
SM03_EA.bo.	numeric	40 unique values 0 missing
SpMin8_Bh.s.	numeric	42 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eig12_EA.bo.	numeric	52 unique values 0 missing
N.073	numeric	2 unique values 0 missing
SM03_EA.dm.	numeric	31 unique values 0 missing
SpMin8_Bh.v.	numeric	49 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig12_EA.dm.	numeric	13 unique values 0 missing
N.074	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	52 unique values 0 missing
SRW02	numeric	34 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig12_EA.ed.	numeric	58 unique values 0 missing
N.075	numeric	3 unique values 0 missing
SM03_EA.ri.	numeric	55 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig12_EA.ri.	numeric	51 unique values 0 missing
NaaaC	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	59 unique values 0 missing
SRW04	numeric	46 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig13_AEA.bo.	numeric	51 unique values 0 missing
NaaCH	numeric	15 unique values 0 missing
SM04_AEA.dm.	numeric	50 unique values 0 missing
SRW05	numeric	5 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig13_AEA.dm.	numeric	55 unique values 0 missing
NaaN	numeric	3 unique values 0 missing
SM04_AEA.ed.	numeric	58 unique values 0 missing
SRW06	numeric	58 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
Eig13_AEA.ed.	numeric	57 unique values 0 missing
NaaNH	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	55 unique values 0 missing
SRW07	numeric	9 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig13_AEA.ri.	numeric	53 unique values 0 missing
NaaS	numeric	2 unique values 0 missing
SM04_EA	numeric	55 unique values 0 missing
SRW08	numeric	58 unique values 0 missing
CATS2D_01_LL	numeric	17 unique values 0 missing
Eig13_EA	numeric	48 unique values 0 missing
NaasC	numeric	10 unique values 0 missing
SM04_EA.bo.	numeric	57 unique values 0 missing
SRW09	numeric	14 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig13_EA.bo.	numeric	51 unique values 0 missing
nAB	numeric	8 unique values 0 missing
SM04_EA.dm.	numeric	50 unique values 0 missing
SRW10	numeric	58 unique values 0 missing
CATS2D_02_AA	numeric	7 unique values 0 missing
Eig13_EA.dm.	numeric	12 unique values 0 missing
nArCONHR	numeric	3 unique values 0 missing
SM04_EA.ed.	numeric	59 unique values 0 missing
SsCH3	numeric	53 unique values 0 missing
CATS2D_02_AL	numeric	11 unique values 0 missing
Eig13_EA.ed.	numeric	56 unique values 0 missing
nArCONR2	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	62 unique values 0 missing
SsCl	numeric	4 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig13_EA.ri.	numeric	56 unique values 0 missing
nArNH2	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	59 unique values 0 missing
SsF	numeric	13 unique values 0 missing
CATS2D_02_AP	numeric	2 unique values 0 missing
Eig14_AEA.bo.	numeric	48 unique values 0 missing
nArNHR	numeric	2 unique values 0 missing
SM05_AEA.dm.	numeric	52 unique values 0 missing
SsNH2	numeric	18 unique values 0 missing
CATS2D_02_DA	numeric	7 unique values 0 missing
Eig14_AEA.dm.	numeric	53 unique values 0 missing
nArNR2	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	58 unique values 0 missing
SsOH	numeric	56 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
Eig14_AEA.ed.	numeric	53 unique values 0 missing
nArOH	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	56 unique values 0 missing
SssCH2	numeric	62 unique values 0 missing
CATS2D_02_DL	numeric	10 unique values 0 missing
Eig14_AEA.ri.	numeric	52 unique values 0 missing
nArOR	numeric	3 unique values 0 missing
SM05_EA	numeric	42 unique values 0 missing
SssNH	numeric	61 unique values 0 missing
CATS2D_02_LL	numeric	13 unique values 0 missing
Eig14_EA	numeric	56 unique values 0 missing
nArX	numeric	4 unique values 0 missing
SM05_EA.bo.	numeric	54 unique values 0 missing
SssO	numeric	52 unique values 0 missing
CATS2D_02_NL	numeric	2 unique values 0 missing
Eig14_EA.bo.	numeric	49 unique values 0 missing
nAT	numeric	44 unique values 0 missing
SM05_EA.dm.	numeric	39 unique values 0 missing
SssS	numeric	5 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
Eig14_EA.dm.	numeric	9 unique values 0 missing
nBM	numeric	19 unique values 0 missing
SM05_EA.ed.	numeric	55 unique values 0 missing
SsssCH	numeric	62 unique values 0 missing
CATS2D_03_AA	numeric	8 unique values 0 missing
Eig14_EA.ed.	numeric	54 unique values 0 missing
nBnz	numeric	5 unique values 0 missing
SM05_EA.ri.	numeric	60 unique values 0 missing
SsssN	numeric	47 unique values 0 missing
CATS2D_03_AL	numeric	16 unique values 0 missing
Eig14_EA.ri.	numeric	50 unique values 0 missing
nBO	numeric	34 unique values 0 missing
SM06_AEA.bo.	numeric	58 unique values 0 missing
SssssC	numeric	19 unique values 0 missing
CATS2D_03_AP	numeric	3 unique values 0 missing
Eig15_AEA.bo.	numeric	47 unique values 0 missing
nBT	numeric	46 unique values 0 missing
SM06_AEA.dm.	numeric	49 unique values 0 missing
Sv	numeric	61 unique values 0 missing
CATS2D_03_DA	numeric	8 unique values 0 missing
Eig15_AEA.dm.	numeric	48 unique values 0 missing
nC	numeric	30 unique values 0 missing
SM06_AEA.ed.	numeric	57 unique values 0 missing
TIC0	numeric	61 unique values 0 missing
CATS2D_03_DD	numeric	6 unique values 0 missing
Eig15_AEA.ed.	numeric	47 unique values 0 missing
nCar	numeric	10 unique values 0 missing
SM06_AEA.ri.	numeric	55 unique values 0 missing
TIC1	numeric	61 unique values 0 missing
CATS2D_03_DL	numeric	15 unique values 0 missing
Eig15_AEA.ri.	numeric	45 unique values 0 missing
nCb.	numeric	9 unique values 0 missing
SM06_EA	numeric	57 unique values 0 missing
TIC2	numeric	61 unique values 0 missing
CATS2D_03_DN	numeric	2 unique values 0 missing
Eig15_EA	numeric	46 unique values 0 missing
nCbH	numeric	14 unique values 0 missing
SM06_EA.bo.	numeric	60 unique values 0 missing
TIC3	numeric	59 unique values 0 missing
CATS2D_03_DP	numeric	2 unique values 0 missing
Eig15_EA.bo.	numeric	50 unique values 0 missing
nCconj	numeric	5 unique values 0 missing
SM06_EA.dm.	numeric	49 unique values 0 missing
TIC4	numeric	59 unique values 0 missing
CATS2D_03_LL	numeric	17 unique values 0 missing
Eig15_EA.dm.	numeric	10 unique values 0 missing
nCIC	numeric	7 unique values 0 missing
SM06_EA.ed.	numeric	55 unique values 0 missing
TIC5	numeric	59 unique values 0 missing
CATS2D_03_NL	numeric	3 unique values 0 missing
Eig15_EA.ed.	numeric	43 unique values 0 missing
nCIR	numeric	10 unique values 0 missing
SM06_EA.ri.	numeric	60 unique values 0 missing
TIE	numeric	62 unique values 0 missing
CATS2D_03_PL	numeric	4 unique values 0 missing
Eig15_EA.ri.	numeric	41 unique values 0 missing
nCL	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	59 unique values 0 missing
TPC	numeric	54 unique values 0 missing
CATS2D_04_AA	numeric	2 unique values 0 missing
Eta_alpha	numeric	54 unique values 0 missing
nCONN	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	48 unique values 0 missing
TPSA.NO.	numeric	45 unique values 0 missing
CATS2D_04_AL	numeric	23 unique values 0 missing
Eta_alpha_A	numeric	29 unique values 0 missing
nCp	numeric	12 unique values 0 missing
SM07_AEA.ed.	numeric	55 unique values 0 missing
TPSA.Tot.	numeric	47 unique values 0 missing
CATS2D_04_AN	numeric	2 unique values 0 missing
Eta_B	numeric	52 unique values 0 missing
nCq	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	58 unique values 0 missing
TRS	numeric	16 unique values 0 missing
CATS2D_04_AP	numeric	2 unique values 0 missing
Eta_B_A	numeric	20 unique values 0 missing
nCR2X2	numeric	2 unique values 0 missing
SM07_EA	numeric	55 unique values 0 missing
TWC	numeric	58 unique values 0 missing
CATS2D_04_DA	numeric	4 unique values 0 missing
Eta_beta	numeric	46 unique values 0 missing
nCrq	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	60 unique values 0 missing
Uc	numeric	19 unique values 0 missing
CATS2D_04_DD	numeric	4 unique values 0 missing
Eta_beta_A	numeric	53 unique values 0 missing
nCrs	numeric	10 unique values 0 missing
SM07_EA.dm.	numeric	39 unique values 0 missing
Ui	numeric	18 unique values 0 missing
CATS2D_04_DL	numeric	13 unique values 0 missing
Eta_betaP	numeric	28 unique values 0 missing
nCrt	numeric	5 unique values 0 missing
SM07_EA.ed.	numeric	56 unique values 0 missing
Uindex	numeric	59 unique values 0 missing
CATS2D_04_DN	numeric	2 unique values 0 missing
Eta_betaP_A	numeric	47 unique values 0 missing
nCRX3	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	59 unique values 0 missing
UNIP	numeric	56 unique values 0 missing
CATS2D_04_DP	numeric	2 unique values 0 missing
Eta_betaS	numeric	49 unique values 0 missing
nCs	numeric	19 unique values 0 missing
SM08_AEA.bo.	numeric	59 unique values 0 missing
VAR	numeric	50 unique values 0 missing
CATS2D_04_LL	numeric	15 unique values 0 missing
Eta_betaS_A	numeric	30 unique values 0 missing
nCsp2	numeric	18 unique values 0 missing
SM08_AEA.dm.	numeric	56 unique values 0 missing
Vindex	numeric	49 unique values 0 missing
CATS2D_04_NL	numeric	3 unique values 0 missing
Eta_C	numeric	62 unique values 0 missing
nCsp3	numeric	23 unique values 0 missing
SM08_AEA.ed.	numeric	56 unique values 0 missing
VvdwMG	numeric	61 unique values 0 missing
CATS2D_04_PL	numeric	3 unique values 0 missing
Eta_C_A	numeric	60 unique values 0 missing
nCt	numeric	7 unique values 0 missing
SM08_AEA.ri.	numeric	56 unique values 0 missing
VvdwZAZ	numeric	61 unique values 0 missing
CATS2D_05_AA	numeric	13 unique values 0 missing
Eta_epsi	numeric	61 unique values 0 missing
nDB	numeric	11 unique values 0 missing
SM08_EA	numeric	57 unique values 0 missing
Vx	numeric	61 unique values 0 missing
CATS2D_05_AL	numeric	20 unique values 0 missing
Eta_epsi_A	numeric	46 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	59 unique values 0 missing
Wap	numeric	59 unique values 0 missing
CATS2D_05_AP	numeric	2 unique values 0 missing
Eta_F	numeric	62 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	47 unique values 0 missing
X.	numeric	10 unique values 0 missing
CATS2D_05_DA	numeric	10 unique values 0 missing
Eta_F_A	numeric	60 unique values 0 missing
NdO	numeric	10 unique values 0 missing
SM08_EA.ed.	numeric	57 unique values 0 missing
X0	numeric	58 unique values 0 missing
CATS2D_05_DD	numeric	4 unique values 0 missing
Eta_FL	numeric	61 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	60 unique values 0 missing
X0A	numeric	39 unique values 0 missing
CATS2D_05_DL	numeric	14 unique values 0 missing
Eta_FL_A	numeric	44 unique values 0 missing
NdsCH	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	38 unique values 0 missing
X0Av	numeric	37 unique values 0 missing
CATS2D_05_DN	numeric	2 unique values 0 missing
Eta_L	numeric	62 unique values 0 missing
NdsN	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	46 unique values 0 missing
X0sol	numeric	58 unique values 0 missing
CATS2D_05_DP	numeric	2 unique values 0 missing
Eta_L_A	numeric	49 unique values 0 missing
NdssC	numeric	11 unique values 0 missing
SM09_AEA.ed.	numeric	58 unique values 0 missing
X0v	numeric	61 unique values 0 missing
CATS2D_05_LL	numeric	18 unique values 0 missing
Eta_sh_p	numeric	53 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	54 unique values 0 missing
X1	numeric	58 unique values 0 missing
CATS2D_05_NL	numeric	4 unique values 0 missing
Eta_sh_x	numeric	22 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM09_EA	numeric	58 unique values 0 missing
X1A	numeric	26 unique values 0 missing
CATS2D_05_PL	numeric	4 unique values 0 missing
Eta_sh_y	numeric	53 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	60 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

1268

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

1267

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanKurtosisOfNumericAtts

5.97

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

458.77

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.42

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.17

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

AutoCorrelation

-0.36

Average class difference between consecutive instances.

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.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

0.68

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

Dimensionality

18.65

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

0.69

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.35

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

EquivalentNumberOfAtts

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

MeanStdDevOfNumericAtts

350.26

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.29

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.85

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.41

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

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-5.33

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

147540.63

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

3.14

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

9.37

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-8.25

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

8.25

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

0.89

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

121906.16

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.17

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.19

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

0.62

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.

Show all 62 properties