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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4333

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4333 (TID: 11631), and it has 1255 rows and 1385 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).

1387 features

pXC50 (target)	numeric	607 unique values 0 missing
molecule_id (row identifier)	nominal	1255 unique values 0 missing
CATS2D_08_DL	numeric	10 unique values 0 missing
GATS3v	numeric	362 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SM03_AEA.dm.	numeric	510 unique values 0 missing
SpMin8_Bh.e.	numeric	398 unique values 0 missing
AAC	numeric	492 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
GATS4e	numeric	566 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM03_AEA.ed.	numeric	514 unique values 0 missing
SpMin8_Bh.i.	numeric	413 unique values 0 missing
AECC	numeric	682 unique values 0 missing
CATS2D_08_DP	numeric	3 unique values 0 missing
GATS4i	numeric	391 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	726 unique values 0 missing
SpMin8_Bh.m.	numeric	437 unique values 0 missing
ALOGP	numeric	957 unique values 0 missing
CATS2D_08_LL	numeric	28 unique values 0 missing
GATS4m	numeric	473 unique values 0 missing
NdO	numeric	6 unique values 0 missing
SM03_EA	numeric	19 unique values 0 missing
SpMin8_Bh.p.	numeric	437 unique values 0 missing
ALOGP2	numeric	1052 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4p	numeric	442 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	114 unique values 0 missing
SpMin8_Bh.s.	numeric	418 unique values 0 missing
AMR	numeric	1056 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4s	numeric	602 unique values 0 missing
NdsCH	numeric	7 unique values 0 missing
SM03_EA.dm.	numeric	74 unique values 0 missing
SpMin8_Bh.v.	numeric	438 unique values 0 missing
AMW	numeric	766 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4v	numeric	360 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM03_EA.ed.	numeric	358 unique values 0 missing
SRW02	numeric	34 unique values 0 missing
ARR	numeric	139 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
GATS5e	numeric	655 unique values 0 missing
NdssC	numeric	8 unique values 0 missing
SM03_EA.ri.	numeric	491 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS1e	numeric	507 unique values 0 missing
CATS2D_09_AL	numeric	17 unique values 0 missing
GATS5i	numeric	449 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	543 unique values 0 missing
SRW04	numeric	112 unique values 0 missing
ATS1i	numeric	523 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5m	numeric	586 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	518 unique values 0 missing
SRW05	numeric	10 unique values 0 missing
ATS1m	numeric	513 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
GATS5p	numeric	541 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	585 unique values 0 missing
SRW06	numeric	392 unique values 0 missing
ATS1p	numeric	514 unique values 0 missing
CATS2D_09_DA	numeric	5 unique values 0 missing
GATS5s	numeric	712 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	687 unique values 0 missing
SRW07	numeric	27 unique values 0 missing
ATS1s	numeric	537 unique values 0 missing
CATS2D_09_DD	numeric	3 unique values 0 missing
GATS5v	numeric	368 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM04_EA	numeric	237 unique values 0 missing
SRW08	numeric	566 unique values 0 missing
ATS1v	numeric	504 unique values 0 missing
CATS2D_09_DL	numeric	10 unique values 0 missing
GATS6e	numeric	732 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_EA.bo.	numeric	570 unique values 0 missing
SRW09	numeric	75 unique values 0 missing
ATS2e	numeric	549 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6i	numeric	475 unique values 0 missing
nH	numeric	45 unique values 0 missing
SM04_EA.dm.	numeric	328 unique values 0 missing
SRW10	numeric	610 unique values 0 missing
ATS2i	numeric	564 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
GATS6m	numeric	573 unique values 0 missing
nHAcc	numeric	14 unique values 0 missing
SM04_EA.ed.	numeric	654 unique values 0 missing
SsBr	numeric	24 unique values 0 missing
ATS2m	numeric	575 unique values 0 missing
CATS2D_09_LL	numeric	29 unique values 0 missing
GATS6p	numeric	501 unique values 0 missing
nHDon	numeric	8 unique values 0 missing
SM04_EA.ri.	numeric	661 unique values 0 missing
SsCH3	numeric	756 unique values 0 missing
ATS2p	numeric	528 unique values 0 missing
CATS2D_09_NL	numeric	6 unique values 0 missing
GATS6s	numeric	786 unique values 0 missing
nHet	numeric	13 unique values 0 missing
SM05_AEA.bo.	numeric	562 unique values 0 missing
SsCl	numeric	200 unique values 0 missing
ATS2s	numeric	679 unique values 0 missing
CATS2D_09_NN	numeric	2 unique values 0 missing
GATS6v	numeric	371 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM05_AEA.dm.	numeric	526 unique values 0 missing
SsF	numeric	359 unique values 0 missing
ATS2v	numeric	532 unique values 0 missing
CATS2D_09_PL	numeric	4 unique values 0 missing
GATS7e	numeric	751 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_AEA.ed.	numeric	620 unique values 0 missing
SsNH2	numeric	153 unique values 0 missing
ATS3e	numeric	589 unique values 0 missing
CENT	numeric	728 unique values 0 missing
GATS7i	numeric	473 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	647 unique values 0 missing
SsOH	numeric	604 unique values 0 missing
ATS3i	numeric	653 unique values 0 missing
Chi0_AEA.bo.	numeric	643 unique values 0 missing
GATS7m	numeric	603 unique values 0 missing
nN	numeric	8 unique values 0 missing
SM05_EA	numeric	123 unique values 0 missing
SssCH2	numeric	965 unique values 0 missing
ATS3m	numeric	618 unique values 0 missing
Chi0_AEA.dm.	numeric	643 unique values 0 missing
GATS7p	numeric	508 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	542 unique values 0 missing
SssNH	numeric	354 unique values 0 missing
ATS3p	numeric	569 unique values 0 missing
Chi0_AEA.ed.	numeric	643 unique values 0 missing
GATS7s	numeric	789 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM05_EA.dm.	numeric	129 unique values 0 missing
SssO	numeric	524 unique values 0 missing
ATS3s	numeric	579 unique values 0 missing
Chi0_AEA.ri.	numeric	643 unique values 0 missing
GATS7v	numeric	417 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM05_EA.ed.	numeric	653 unique values 0 missing
SssS	numeric	101 unique values 0 missing
ATS3v	numeric	577 unique values 0 missing
Chi0_EA	numeric	643 unique values 0 missing
GATS8e	numeric	804 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	664 unique values 0 missing
SsssCH	numeric	518 unique values 0 missing
ATS4e	numeric	647 unique values 0 missing
Chi0_EA.bo.	numeric	810 unique values 0 missing
GATS8i	numeric	482 unique values 0 missing
NNRS	numeric	12 unique values 0 missing
SM06_AEA.bo.	numeric	596 unique values 0 missing
SsssN	numeric	423 unique values 0 missing
ATS4i	numeric	661 unique values 0 missing
Chi0_EA.dm.	numeric	796 unique values 0 missing
GATS8m	numeric	599 unique values 0 missing
nO	numeric	9 unique values 0 missing
SM06_AEA.dm.	numeric	544 unique values 0 missing
SsssP	numeric	2 unique values 0 missing
ATS4m	numeric	671 unique values 0 missing
Chi0_EA.ed.	numeric	826 unique values 0 missing
GATS8p	numeric	482 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_AEA.ed.	numeric	620 unique values 0 missing
SssssC	numeric	324 unique values 0 missing
ATS4p	numeric	621 unique values 0 missing
Chi0_EA.ri.	numeric	1067 unique values 0 missing
GATS8s	numeric	813 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	653 unique values 0 missing
StN	numeric	94 unique values 0 missing
ATS4s	numeric	671 unique values 0 missing
Chi1_AEA.bo.	numeric	765 unique values 0 missing
GATS8v	numeric	416 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_EA	numeric	599 unique values 0 missing
StsC	numeric	115 unique values 0 missing
ATS4v	numeric	626 unique values 0 missing
Chi1_AEA.dm.	numeric	765 unique values 0 missing
GGI1	numeric	20 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	655 unique values 0 missing
Sv	numeric	870 unique values 0 missing
ATS5e	numeric	671 unique values 0 missing
Chi1_AEA.ed.	numeric	765 unique values 0 missing
GGI10	numeric	237 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	283 unique values 0 missing
TIC0	numeric	813 unique values 0 missing
ATS5i	numeric	698 unique values 0 missing
Chi1_AEA.ri.	numeric	765 unique values 0 missing
GGI2	numeric	45 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	695 unique values 0 missing
TIC1	numeric	1003 unique values 0 missing
ATS5m	numeric	700 unique values 0 missing
Chi1_EA	numeric	765 unique values 0 missing
GGI3	numeric	234 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	743 unique values 0 missing
TIC2	numeric	1029 unique values 0 missing
ATS5p	numeric	671 unique values 0 missing
Chi1_EA.bo.	numeric	861 unique values 0 missing
GGI4	numeric	550 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	613 unique values 0 missing
TIC3	numeric	860 unique values 0 missing
ATS5s	numeric	695 unique values 0 missing
Chi1_EA.dm.	numeric	853 unique values 0 missing
GGI5	numeric	435 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	555 unique values 0 missing
TIC4	numeric	794 unique values 0 missing
ATS5v	numeric	666 unique values 0 missing
Chi1_EA.ed.	numeric	792 unique values 0 missing
GGI6	numeric	484 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	678 unique values 0 missing
TIC5	numeric	773 unique values 0 missing
ATS6e	numeric	701 unique values 0 missing
Chi1_EA.ri.	numeric	1106 unique values 0 missing
GGI7	numeric	433 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM07_AEA.ri.	numeric	632 unique values 0 missing
TIE	numeric	1196 unique values 0 missing
ATS6i	numeric	728 unique values 0 missing
CIC0	numeric	627 unique values 0 missing
GGI8	numeric	365 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM07_EA	numeric	497 unique values 0 missing
TPC	numeric	620 unique values 0 missing
ATS6m	numeric	724 unique values 0 missing
CIC1	numeric	751 unique values 0 missing
GGI9	numeric	312 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	658 unique values 0 missing
TPSA.NO.	numeric	387 unique values 0 missing
ATS6p	numeric	670 unique values 0 missing
CIC2	numeric	697 unique values 0 missing
GMTI	numeric	876 unique values 0 missing
nPyrrolidines	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	120 unique values 0 missing
TPSA.Tot.	numeric	419 unique values 0 missing
ATS6s	numeric	779 unique values 0 missing
CIC3	numeric	587 unique values 0 missing
GMTIV	numeric	1140 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	702 unique values 0 missing
TRS	numeric	28 unique values 0 missing
ATS6v	numeric	675 unique values 0 missing
CIC4	numeric	499 unique values 0 missing
GNar	numeric	275 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	753 unique values 0 missing
TWC	numeric	650 unique values 0 missing
ATS7e	numeric	726 unique values 0 missing
CIC5	numeric	463 unique values 0 missing
H.	numeric	244 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM08_AEA.bo.	numeric	644 unique values 0 missing
Uc	numeric	28 unique values 0 missing
ATS7i	numeric	749 unique values 0 missing
CID	numeric	450 unique values 0 missing
H.046	numeric	35 unique values 0 missing
nR06	numeric	5 unique values 0 missing
SM08_AEA.dm.	numeric	575 unique values 0 missing
Ui	numeric	28 unique values 0 missing
ATS7m	numeric	727 unique values 0 missing
Cl.086	numeric	2 unique values 0 missing
H.047	numeric	25 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	664 unique values 0 missing
Uindex	numeric	884 unique values 0 missing
ATS7p	numeric	704 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.048	numeric	3 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	619 unique values 0 missing
UNIP	numeric	192 unique values 0 missing
ATS7s	numeric	753 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM08_EA	numeric	663 unique values 0 missing
VAR	numeric	197 unique values 0 missing
ATS7v	numeric	682 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.050	numeric	8 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM08_EA.bo.	numeric	680 unique values 0 missing
Vindex	numeric	220 unique values 0 missing
ATS8e	numeric	730 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.051	numeric	9 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	243 unique values 0 missing
VvdwMG	numeric	802 unique values 0 missing
ATS8i	numeric	751 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.052	numeric	13 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	708 unique values 0 missing
VvdwZAZ	numeric	872 unique values 0 missing
ATS8m	numeric	732 unique values 0 missing
CSI	numeric	578 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nR.C.	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	797 unique values 0 missing
Vx	numeric	802 unique values 0 missing
ATS8p	numeric	709 unique values 0 missing
DBI	numeric	62 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nRCHO	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	365 unique values 0 missing
Wap	numeric	807 unique values 0 missing
ATS8s	numeric	723 unique values 0 missing
D.Dtr03	numeric	60 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nRCN	numeric	4 unique values 0 missing
SM09_AEA.dm.	numeric	565 unique values 0 missing
X.	numeric	87 unique values 0 missing
ATS8v	numeric	705 unique values 0 missing
D.Dtr04	numeric	129 unique values 0 missing
HDcpx	numeric	204 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	675 unique values 0 missing
X0	numeric	459 unique values 0 missing
ATSC1e	numeric	311 unique values 0 missing
D.Dtr05	numeric	584 unique values 0 missing
HNar	numeric	243 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	656 unique values 0 missing
X0A	numeric	89 unique values 0 missing
ATSC1i	numeric	521 unique values 0 missing
D.Dtr06	numeric	860 unique values 0 missing
HVcpx	numeric	559 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA	numeric	644 unique values 0 missing
X0Av	numeric	187 unique values 0 missing
ATSC1m	numeric	938 unique values 0 missing
D.Dtr07	numeric	9 unique values 0 missing
Hy	numeric	391 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	682 unique values 0 missing
X0sol	numeric	573 unique values 0 missing
ATSC1p	numeric	885 unique values 0 missing
D.Dtr08	numeric	25 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	120 unique values 0 missing
X0v	numeric	945 unique values 0 missing
ATSC1s	numeric	1072 unique values 0 missing
D.Dtr09	numeric	196 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	711 unique values 0 missing
X1	numeric	704 unique values 0 missing
ATSC1v	numeric	902 unique values 0 missing
D.Dtr10	numeric	75 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	821 unique values 0 missing
X1A	numeric	77 unique values 0 missing
ATSC2e	numeric	592 unique values 0 missing
D.Dtr11	numeric	8 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	416 unique values 0 missing
X1Av	numeric	207 unique values 0 missing
ATSC2i	numeric	711 unique values 0 missing
D.Dtr12	numeric	18 unique values 0 missing
IAC	numeric	813 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	467 unique values 0 missing
X1Kup	numeric	1013 unique values 0 missing
ATSC2m	numeric	1031 unique values 0 missing
DECC	numeric	633 unique values 0 missing
IC0	numeric	492 unique values 0 missing
nR.Cs	numeric	7 unique values 0 missing
SM10_AEA.ed.	numeric	684 unique values 0 missing
X1Mad	numeric	1047 unique values 0 missing
ATSC2p	numeric	958 unique values 0 missing
DELS	numeric	1187 unique values 0 missing
IC1	numeric	667 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_AEA.ri.	numeric	686 unique values 0 missing
X1MulPer	numeric	997 unique values 0 missing
ATSC2s	numeric	1164 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC2	numeric	682 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
SM10_EA	numeric	703 unique values 0 missing
X1Per	numeric	996 unique values 0 missing
ATSC2v	numeric	1007 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC3	numeric	610 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	707 unique values 0 missing
X1sol	numeric	758 unique values 0 missing
ATSC3e	numeric	580 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC4	numeric	582 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	210 unique values 0 missing
X1v	numeric	1009 unique values 0 missing
ATSC3i	numeric	725 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IC5	numeric	561 unique values 0 missing
nRNO2	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	720 unique values 0 missing
X2	numeric	819 unique values 0 missing
ATSC3m	numeric	1120 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
ICR	numeric	465 unique values 0 missing
nRNR2	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	855 unique values 0 missing
X2A	numeric	99 unique values 0 missing
ATSC3p	numeric	1070 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IDDE	numeric	359 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	518 unique values 0 missing
X2Av	numeric	170 unique values 0 missing
ATSC3s	numeric	1197 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDDM	numeric	311 unique values 0 missing
nROH	numeric	5 unique values 0 missing
SM11_AEA.dm.	numeric	599 unique values 0 missing
X2sol	numeric	835 unique values 0 missing
ATSC3v	numeric	1098 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDE	numeric	608 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_AEA.ed.	numeric	702 unique values 0 missing
X2v	numeric	1039 unique values 0 missing
ATSC4e	numeric	715 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDET	numeric	895 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_AEA.ri.	numeric	415 unique values 0 missing
X3	numeric	832 unique values 0 missing
ATSC4i	numeric	817 unique values 0 missing
DLS_cons	numeric	46 unique values 0 missing
IDM	numeric	667 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_EA	numeric	680 unique values 0 missing
X3A	numeric	81 unique values 0 missing
ATSC4m	numeric	1175 unique values 0 missing
Dz	numeric	258 unique values 0 missing
IDMT	numeric	898 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA.bo.	numeric	718 unique values 0 missing
X3Av	numeric	131 unique values 0 missing
ATSC4p	numeric	1133 unique values 0 missing
ECC	numeric	406 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	106 unique values 0 missing
X3sol	numeric	849 unique values 0 missing
ATSC4s	numeric	1200 unique values 0 missing
Eig01_AEA.bo.	numeric	379 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM11_EA.ed.	numeric	717 unique values 0 missing
X3v	numeric	1034 unique values 0 missing
ATSC4v	numeric	1164 unique values 0 missing
Eig01_AEA.dm.	numeric	332 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.ri.	numeric	837 unique values 0 missing
X4	numeric	828 unique values 0 missing
ATSC5e	numeric	700 unique values 0 missing
Eig01_AEA.ed.	numeric	377 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM12_AEA.bo.	numeric	554 unique values 0 missing
X4A	numeric	73 unique values 0 missing
ATSC5i	numeric	827 unique values 0 missing
Eig01_AEA.ri.	numeric	407 unique values 0 missing
ISIZ	numeric	71 unique values 0 missing
nSK	numeric	33 unique values 0 missing
SM12_AEA.dm.	numeric	666 unique values 0 missing
X4Av	numeric	100 unique values 0 missing
ATSC5m	numeric	1181 unique values 0 missing
Eig01_EA	numeric	365 unique values 0 missing
IVDE	numeric	329 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM12_AEA.ed.	numeric	697 unique values 0 missing
X4sol	numeric	854 unique values 0 missing
ATSC5p	numeric	1127 unique values 0 missing
Eig01_EA.bo.	numeric	415 unique values 0 missing
IVDM	numeric	337 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	455 unique values 0 missing
X4v	numeric	1002 unique values 0 missing
ATSC5s	numeric	1197 unique values 0 missing
Eig01_EA.dm.	numeric	98 unique values 0 missing
JGI1	numeric	141 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM12_EA	numeric	734 unique values 0 missing
X5	numeric	821 unique values 0 missing
ATSC5v	numeric	1148 unique values 0 missing
Eig01_EA.ed.	numeric	467 unique values 0 missing
JGI10	numeric	17 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	726 unique values 0 missing
X5A	numeric	54 unique values 0 missing
ATSC6e	numeric	732 unique values 0 missing
Eig01_EA.ri.	numeric	410 unique values 0 missing
JGI2	numeric	91 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	199 unique values 0 missing
X5Av	numeric	70 unique values 0 missing
ATSC6i	numeric	836 unique values 0 missing
Eig02_AEA.bo.	numeric	437 unique values 0 missing
JGI3	numeric	70 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM12_EA.ed.	numeric	714 unique values 0 missing
X5sol	numeric	830 unique values 0 missing
ATSC6m	numeric	1168 unique values 0 missing
Eig02_AEA.dm.	numeric	481 unique values 0 missing
JGI4	numeric	55 unique values 0 missing
NssCH2	numeric	21 unique values 0 missing
SM12_EA.ri.	numeric	875 unique values 0 missing
X5v	numeric	937 unique values 0 missing
ATSC6p	numeric	1126 unique values 0 missing
Eig02_AEA.ed.	numeric	465 unique values 0 missing
JGI5	numeric	41 unique values 0 missing
NssNH	numeric	4 unique values 0 missing
SM13_AEA.bo.	numeric	562 unique values 0 missing
Xindex	numeric	297 unique values 0 missing
ATSC6s	numeric	1199 unique values 0 missing
Eig02_AEA.ri.	numeric	447 unique values 0 missing
JGI6	numeric	27 unique values 0 missing
NssO	numeric	5 unique values 0 missing
SM13_AEA.dm.	numeric	745 unique values 0 missing
XMOD	numeric	1063 unique values 0 missing
ATSC6v	numeric	1169 unique values 0 missing
Eig02_EA	numeric	416 unique values 0 missing
JGI7	numeric	22 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	705 unique values 0 missing
Xt	numeric	117 unique values 0 missing
ATSC7e	numeric	654 unique values 0 missing
Eig02_EA.bo.	numeric	455 unique values 0 missing
JGI8	numeric	19 unique values 0 missing
NsssCH	numeric	6 unique values 0 missing
SM13_AEA.ri.	numeric	514 unique values 0 missing
Xu	numeric	872 unique values 0 missing
ATSC7i	numeric	819 unique values 0 missing
Eig02_EA.dm.	numeric	97 unique values 0 missing
JGI9	numeric	20 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
SM13_EA	numeric	699 unique values 0 missing
Yindex	numeric	449 unique values 0 missing
ATSC7m	numeric	1186 unique values 0 missing
Eig02_EA.ed.	numeric	599 unique values 0 missing
JGT	numeric	294 unique values 0 missing
NsssP	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	722 unique values 0 missing
ZM1	numeric	74 unique values 0 missing
ATSC7p	numeric	1125 unique values 0 missing
Eig02_EA.ri.	numeric	445 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_EA.dm.	numeric	101 unique values 0 missing
ZM1Kup	numeric	970 unique values 0 missing
ATSC7s	numeric	1196 unique values 0 missing
Eig03_AEA.bo.	numeric	484 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
nTB	numeric	4 unique values 0 missing
SM13_EA.ed.	numeric	712 unique values 0 missing
ZM1Mad	numeric	1017 unique values 0 missing
ATSC7v	numeric	1160 unique values 0 missing
Eig03_AEA.dm.	numeric	571 unique values 0 missing
LOC	numeric	530 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	858 unique values 0 missing
ZM1MulPer	numeric	1126 unique values 0 missing
ATSC8e	numeric	602 unique values 0 missing
Eig03_AEA.ed.	numeric	503 unique values 0 missing
LPRS	numeric	892 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	571 unique values 0 missing
ZM1Per	numeric	1113 unique values 0 missing
ATSC8i	numeric	748 unique values 0 missing
Eig03_AEA.ri.	numeric	580 unique values 0 missing
MATS1e	numeric	305 unique values 0 missing
NtN	numeric	4 unique values 0 missing
SM14_AEA.dm.	numeric	746 unique values 0 missing
ZM1V	numeric	246 unique values 0 missing
ATSC8m	numeric	1166 unique values 0 missing
Eig03_EA	numeric	518 unique values 0 missing
MATS1i	numeric	303 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	711 unique values 0 missing
ZM2	numeric	163 unique values 0 missing
ATSC8p	numeric	1115 unique values 0 missing
Eig03_EA.bo.	numeric	514 unique values 0 missing
MATS1m	numeric	209 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_AEA.ri.	numeric	545 unique values 0 missing
ZM2Kup	numeric	1081 unique values 0 missing
ATSC8s	numeric	1192 unique values 0 missing
Eig03_EA.dm.	numeric	91 unique values 0 missing
MATS1p	numeric	249 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA	numeric	729 unique values 0 missing
ZM2Mad	numeric	1110 unique values 0 missing
ATSC8v	numeric	1134 unique values 0 missing
Eig03_EA.ed.	numeric	666 unique values 0 missing
MATS1s	numeric	285 unique values 0 missing
O.	numeric	111 unique values 0 missing
SM14_EA.bo.	numeric	739 unique values 0 missing
ZM2MulPer	numeric	1146 unique values 0 missing
BAC	numeric	103 unique values 0 missing
Eig03_EA.ri.	numeric	587 unique values 0 missing
MATS1v	numeric	137 unique values 0 missing
O.056	numeric	5 unique values 0 missing
SM14_EA.dm.	numeric	181 unique values 0 missing
ZM2Per	numeric	1143 unique values 0 missing
BBI	numeric	46 unique values 0 missing
Eig04_AEA.bo.	numeric	534 unique values 0 missing
MATS2e	numeric	477 unique values 0 missing
O.057	numeric	3 unique values 0 missing
SM14_EA.ed.	numeric	715 unique values 0 missing
ZM2V	numeric	388 unique values 0 missing
BIC0	numeric	169 unique values 0 missing
Eig04_AEA.dm.	numeric	604 unique values 0 missing
MATS2i	numeric	439 unique values 0 missing
O.058	numeric	6 unique values 0 missing
SM14_EA.ri.	numeric	896 unique values 0 missing
BIC1	numeric	265 unique values 0 missing
Eig04_AEA.ed.	numeric	573 unique values 0 missing
MATS2m	numeric	354 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_AEA.bo.	numeric	582 unique values 0 missing
BIC2	numeric	239 unique values 0 missing
Eig04_AEA.ri.	numeric	630 unique values 0 missing
MATS2p	numeric	365 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_AEA.dm.	numeric	754 unique values 0 missing
BIC3	numeric	194 unique values 0 missing
Eig04_EA	numeric	554 unique values 0 missing
MATS2s	numeric	467 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM15_AEA.ed.	numeric	707 unique values 0 missing
BIC4	numeric	157 unique values 0 missing
Eig04_EA.bo.	numeric	545 unique values 0 missing
MATS2v	numeric	361 unique values 0 missing
ON0	numeric	153 unique values 0 missing
SM15_AEA.ri.	numeric	588 unique values 0 missing
BIC5	numeric	148 unique values 0 missing
Eig04_EA.dm.	numeric	75 unique values 0 missing
MATS3e	numeric	313 unique values 0 missing
ON0V	numeric	605 unique values 0 missing
SM15_EA	numeric	723 unique values 0 missing
BID	numeric	126 unique values 0 missing
Eig04_EA.ed.	numeric	745 unique values 0 missing
MATS3i	numeric	362 unique values 0 missing
ON1	numeric	254 unique values 0 missing
SM15_EA.bo.	numeric	741 unique values 0 missing
BLI	numeric	419 unique values 0 missing
Eig04_EA.ri.	numeric	587 unique values 0 missing
MATS3m	numeric	377 unique values 0 missing
ON1V	numeric	852 unique values 0 missing
SM15_EA.dm.	numeric	101 unique values 0 missing
BLTA96	numeric	355 unique values 0 missing
Eig05_AEA.bo.	numeric	584 unique values 0 missing
MATS3p	numeric	374 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SM15_EA.ed.	numeric	712 unique values 0 missing
BLTD48	numeric	353 unique values 0 missing
Eig05_AEA.dm.	numeric	649 unique values 0 missing
MATS3s	numeric	291 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_EA.ri.	numeric	884 unique values 0 missing
BLTF96	numeric	322 unique values 0 missing
Eig05_AEA.ed.	numeric	593 unique values 0 missing
MATS3v	numeric	365 unique values 0 missing
P.118	numeric	2 unique values 0 missing
SMTI	numeric	881 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_AEA.ri.	numeric	623 unique values 0 missing
MATS4e	numeric	371 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SMTIV	numeric	1133 unique values 0 missing
Br.095	numeric	3 unique values 0 missing
Eig05_EA	numeric	562 unique values 0 missing
MATS4i	numeric	362 unique values 0 missing
PCD	numeric	753 unique values 0 missing
SNar	numeric	211 unique values 0 missing
C.	numeric	172 unique values 0 missing
Eig05_EA.bo.	numeric	588 unique values 0 missing
MATS4m	numeric	369 unique values 0 missing
PCR	numeric	305 unique values 0 missing
Sp	numeric	817 unique values 0 missing
C.001	numeric	7 unique values 0 missing
Eig05_EA.dm.	numeric	56 unique values 0 missing
MATS4p	numeric	377 unique values 0 missing
PDI	numeric	192 unique values 0 missing
SpAD_AEA.bo.	numeric	924 unique values 0 missing
C.002	numeric	19 unique values 0 missing
Eig05_EA.ed.	numeric	746 unique values 0 missing
MATS4s	numeric	340 unique values 0 missing
PHI	numeric	873 unique values 0 missing
SpAD_AEA.dm.	numeric	1053 unique values 0 missing
C.003	numeric	5 unique values 0 missing
Eig05_EA.ri.	numeric	645 unique values 0 missing
MATS4v	numeric	370 unique values 0 missing
piID	numeric	782 unique values 0 missing
SpAD_AEA.ed.	numeric	884 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig06_AEA.bo.	numeric	563 unique values 0 missing
MATS5e	numeric	443 unique values 0 missing
piPC01	numeric	78 unique values 0 missing
SpAD_AEA.ri.	numeric	1141 unique values 0 missing
C.005	numeric	4 unique values 0 missing
Eig06_AEA.dm.	numeric	660 unique values 0 missing
MATS5i	numeric	410 unique values 0 missing
piPC02	numeric	231 unique values 0 missing
SpAD_EA	numeric	882 unique values 0 missing
C.006	numeric	7 unique values 0 missing
Eig06_AEA.ed.	numeric	634 unique values 0 missing
MATS5m	numeric	415 unique values 0 missing
piPC03	numeric	470 unique values 0 missing
SpAD_EA.bo.	numeric	929 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig06_AEA.ri.	numeric	660 unique values 0 missing
MATS5p	numeric	402 unique values 0 missing
piPC04	numeric	573 unique values 0 missing
SpAD_EA.dm.	numeric	357 unique values 0 missing
C.008	numeric	4 unique values 0 missing
Eig06_EA	numeric	571 unique values 0 missing
MATS5s	numeric	380 unique values 0 missing
piPC05	numeric	655 unique values 0 missing
SpAD_EA.ed.	numeric	893 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	613 unique values 0 missing
MATS5v	numeric	358 unique values 0 missing
piPC06	numeric	712 unique values 0 missing
SpAD_EA.ri.	numeric	1145 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	34 unique values 0 missing
MATS6e	numeric	483 unique values 0 missing
piPC07	numeric	725 unique values 0 missing
SpDiam_AEA.bo.	numeric	447 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	754 unique values 0 missing
MATS6i	numeric	428 unique values 0 missing
piPC08	numeric	751 unique values 0 missing
SpDiam_AEA.dm.	numeric	345 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_EA.ri.	numeric	661 unique values 0 missing
MATS6m	numeric	440 unique values 0 missing
piPC09	numeric	759 unique values 0 missing
SpDiam_AEA.ed.	numeric	558 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	566 unique values 0 missing
MATS6p	numeric	391 unique values 0 missing
piPC10	numeric	773 unique values 0 missing
SpDiam_AEA.ri.	numeric	470 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	700 unique values 0 missing
MATS6s	numeric	444 unique values 0 missing
PJI2	numeric	16 unique values 0 missing
SpDiam_EA	numeric	367 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	616 unique values 0 missing
MATS6v	numeric	375 unique values 0 missing
Pol	numeric	55 unique values 0 missing
SpDiam_EA.bo.	numeric	431 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig07_AEA.ri.	numeric	672 unique values 0 missing
MATS7e	numeric	464 unique values 0 missing
Psi_e_0	numeric	1035 unique values 0 missing
SpDiam_EA.dm.	numeric	121 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig07_EA	numeric	582 unique values 0 missing
MATS7i	numeric	398 unique values 0 missing
Psi_e_0d	numeric	3 unique values 0 missing
SpDiam_EA.ed.	numeric	559 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	614 unique values 0 missing
MATS7m	numeric	497 unique values 0 missing
Psi_e_1	numeric	995 unique values 0 missing
SpDiam_EA.ri.	numeric	417 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	10 unique values 0 missing
MATS7p	numeric	419 unique values 0 missing
Psi_e_A	numeric	588 unique values 0 missing
SPI	numeric	871 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig07_EA.ed.	numeric	753 unique values 0 missing
MATS7s	numeric	452 unique values 0 missing
Psi_i_0	numeric	968 unique values 0 missing
SpMAD_AEA.bo.	numeric	249 unique values 0 missing
C.022	numeric	2 unique values 0 missing
Eig07_EA.ri.	numeric	652 unique values 0 missing
MATS7v	numeric	449 unique values 0 missing
Psi_i_0d	numeric	2 unique values 0 missing
SpMAD_AEA.dm.	numeric	293 unique values 0 missing
C.024	numeric	20 unique values 0 missing
Eig08_AEA.bo.	numeric	535 unique values 0 missing
MATS8e	numeric	512 unique values 0 missing
Psi_i_1	numeric	1049 unique values 0 missing
SpMAD_AEA.ed.	numeric	260 unique values 0 missing
C.025	numeric	8 unique values 0 missing
Eig08_AEA.dm.	numeric	673 unique values 0 missing
MATS8i	numeric	388 unique values 0 missing
Psi_i_1d	numeric	2 unique values 0 missing
SpMAD_AEA.ri.	numeric	218 unique values 0 missing
C.026	numeric	7 unique values 0 missing
Eig08_AEA.ed.	numeric	618 unique values 0 missing
MATS8m	numeric	485 unique values 0 missing
Psi_i_A	numeric	588 unique values 0 missing
SpMAD_EA	numeric	200 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig08_AEA.ri.	numeric	628 unique values 0 missing
MATS8p	numeric	389 unique values 0 missing
Psi_i_s	numeric	660 unique values 0 missing
SpMAD_EA.bo.	numeric	386 unique values 0 missing
C.028	numeric	3 unique values 0 missing
Eig08_EA	numeric	530 unique values 0 missing
MATS8s	numeric	494 unique values 0 missing
Psi_i_t	numeric	5 unique values 0 missing
SpMAD_EA.dm.	numeric	399 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig08_EA.bo.	numeric	574 unique values 0 missing
MATS8v	numeric	395 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	624 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig08_EA.dm.	numeric	4 unique values 0 missing
MAXDN	numeric	850 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ri.	numeric	209 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig08_EA.ed.	numeric	726 unique values 0 missing
MAXDP	numeric	941 unique values 0 missing
P_VSA_e_1	numeric	86 unique values 0 missing
SpMax1_Bh.e.	numeric	267 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	596 unique values 0 missing
MCD	numeric	200 unique values 0 missing
P_VSA_e_2	numeric	976 unique values 0 missing
SpMax1_Bh.i.	numeric	251 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	515 unique values 0 missing
MDDD	numeric	879 unique values 0 missing
P_VSA_e_3	numeric	193 unique values 0 missing
SpMax1_Bh.m.	numeric	359 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_AEA.dm.	numeric	609 unique values 0 missing
Me	numeric	101 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.p.	numeric	271 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	602 unique values 0 missing
Mi	numeric	78 unique values 0 missing
P_VSA_e_5	numeric	127 unique values 0 missing
SpMax1_Bh.s.	numeric	95 unique values 0 missing
C.036	numeric	3 unique values 0 missing
Eig09_AEA.ri.	numeric	604 unique values 0 missing
MLOGP	numeric	750 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.v.	numeric	275 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_EA	numeric	510 unique values 0 missing
MLOGP2	numeric	819 unique values 0 missing
P_VSA_i_1	numeric	31 unique values 0 missing
SpMax2_Bh.e.	numeric	248 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	576 unique values 0 missing
Mp	numeric	179 unique values 0 missing
P_VSA_i_2	numeric	970 unique values 0 missing
SpMax2_Bh.i.	numeric	218 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	687 unique values 0 missing
MPC01	numeric	34 unique values 0 missing
P_VSA_i_3	numeric	631 unique values 0 missing
SpMax2_Bh.m.	numeric	338 unique values 0 missing
C.040	numeric	6 unique values 0 missing
Eig09_EA.ri.	numeric	597 unique values 0 missing
MPC02	numeric	46 unique values 0 missing
P_VSA_i_4	numeric	274 unique values 0 missing
SpMax2_Bh.p.	numeric	273 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	524 unique values 0 missing
MPC03	numeric	69 unique values 0 missing
P_VSA_LogP_1	numeric	44 unique values 0 missing
SpMax2_Bh.s.	numeric	157 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	603 unique values 0 missing
MPC04	numeric	95 unique values 0 missing
P_VSA_LogP_2	numeric	314 unique values 0 missing
SpMax2_Bh.v.	numeric	300 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	560 unique values 0 missing
MPC05	numeric	123 unique values 0 missing
P_VSA_LogP_3	numeric	174 unique values 0 missing
SpMax3_Bh.e.	numeric	306 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig10_AEA.ri.	numeric	632 unique values 0 missing
MPC06	numeric	149 unique values 0 missing
P_VSA_LogP_4	numeric	274 unique values 0 missing
SpMax3_Bh.i.	numeric	308 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig10_EA	numeric	518 unique values 0 missing
MPC07	numeric	180 unique values 0 missing
P_VSA_LogP_5	numeric	588 unique values 0 missing
SpMax3_Bh.m.	numeric	380 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig10_EA.bo.	numeric	577 unique values 0 missing
MPC08	numeric	211 unique values 0 missing
P_VSA_LogP_6	numeric	94 unique values 0 missing
SpMax3_Bh.p.	numeric	385 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	647 unique values 0 missing
MPC09	numeric	236 unique values 0 missing
P_VSA_LogP_7	numeric	135 unique values 0 missing
SpMax3_Bh.s.	numeric	294 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig10_EA.ri.	numeric	628 unique values 0 missing
MPC10	numeric	260 unique values 0 missing
P_VSA_LogP_8	numeric	26 unique values 0 missing
SpMax3_Bh.v.	numeric	379 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig11_AEA.bo.	numeric	547 unique values 0 missing
MSD	numeric	820 unique values 0 missing
P_VSA_m_1	numeric	46 unique values 0 missing
SpMax4_Bh.e.	numeric	435 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	598 unique values 0 missing
Mv	numeric	208 unique values 0 missing
P_VSA_m_2	numeric	977 unique values 0 missing
SpMax4_Bh.i.	numeric	437 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
Eig11_AEA.ed.	numeric	529 unique values 0 missing
MW	numeric	844 unique values 0 missing
P_VSA_m_3	numeric	200 unique values 0 missing
SpMax4_Bh.m.	numeric	455 unique values 0 missing
CATS2D_01_LL	numeric	28 unique values 0 missing
Eig11_AEA.ri.	numeric	650 unique values 0 missing
MWC01	numeric	34 unique values 0 missing
P_VSA_m_4	numeric	52 unique values 0 missing
SpMax4_Bh.p.	numeric	482 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig11_EA	numeric	526 unique values 0 missing
MWC02	numeric	74 unique values 0 missing
P_VSA_m_5	numeric	3 unique values 0 missing
SpMax4_Bh.s.	numeric	424 unique values 0 missing
CATS2D_02_AA	numeric	7 unique values 0 missing
Eig11_EA.bo.	numeric	581 unique values 0 missing
MWC03	numeric	163 unique values 0 missing
P_VSA_MR_1	numeric	103 unique values 0 missing
SpMax4_Bh.v.	numeric	465 unique values 0 missing
CATS2D_02_AL	numeric	16 unique values 0 missing
Eig11_EA.dm.	numeric	2 unique values 0 missing
MWC04	numeric	336 unique values 0 missing
P_VSA_MR_2	numeric	284 unique values 0 missing
SpMax5_Bh.e.	numeric	489 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	653 unique values 0 missing
MWC05	numeric	547 unique values 0 missing
P_VSA_MR_3	numeric	27 unique values 0 missing
SpMax5_Bh.i.	numeric	460 unique values 0 missing
CATS2D_02_AP	numeric	3 unique values 0 missing
Eig11_EA.ri.	numeric	637 unique values 0 missing
MWC06	numeric	571 unique values 0 missing
P_VSA_MR_4	numeric	8 unique values 0 missing
SpMax5_Bh.m.	numeric	499 unique values 0 missing
CATS2D_02_DA	numeric	7 unique values 0 missing
Eig12_AEA.bo.	numeric	544 unique values 0 missing
MWC07	numeric	609 unique values 0 missing
P_VSA_MR_5	numeric	785 unique values 0 missing
SpMax5_Bh.p.	numeric	530 unique values 0 missing
CATS2D_02_DD	numeric	3 unique values 0 missing
Eig12_AEA.dm.	numeric	603 unique values 0 missing
MWC08	numeric	629 unique values 0 missing
P_VSA_MR_6	numeric	640 unique values 0 missing
SpMax5_Bh.s.	numeric	508 unique values 0 missing
CATS2D_02_DL	numeric	9 unique values 0 missing
Eig12_AEA.ed.	numeric	539 unique values 0 missing
MWC09	numeric	635 unique values 0 missing
P_VSA_MR_7	numeric	140 unique values 0 missing
SpMax5_Bh.v.	numeric	535 unique values 0 missing
CATS2D_02_DN	numeric	2 unique values 0 missing
Eig12_AEA.ri.	numeric	662 unique values 0 missing
MWC10	numeric	653 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1255

Number of instances (rows) of the dataset.

NumberOfFeatures

1387

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

1386

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxSkewnessOfNumericAtts

35.43

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

1.65

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

25168.94

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.49

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.32

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

0.19

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

42.41

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

113.85

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.66

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

0.04

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

1.85

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

Dimensionality

1.11

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

1.63

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.67

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.

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

63.78

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

0.28

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.38

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

MaxKurtosisOfNumericAtts

1255

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-5

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

37345.11

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

5.92

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

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.57

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-35.43

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

Show all 62 properties