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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2001

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: CHEMBL2001 (TID: 176), and it has 906 rows and 1355 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).

1357 features

pXC50 (target)	numeric	515 unique values 0 missing
molecule_id (row identifier)	nominal	906 unique values 0 missing
CATS2D_08_DN	numeric	4 unique values 0 missing
GATS3v	numeric	216 unique values 0 missing
nF	numeric	6 unique values 0 missing
SM06_EA	numeric	445 unique values 0 missing
StsC	numeric	31 unique values 0 missing
AAC	numeric	322 unique values 0 missing
CATS2D_08_DP	numeric	4 unique values 0 missing
GATS4e	numeric	503 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	439 unique values 0 missing
Sv	numeric	538 unique values 0 missing
AECC	numeric	500 unique values 0 missing
CATS2D_08_LL	numeric	20 unique values 0 missing
GATS4i	numeric	261 unique values 0 missing
nH	numeric	50 unique values 0 missing
SM06_EA.dm.	numeric	220 unique values 0 missing
TIC0	numeric	536 unique values 0 missing
ALOGP	numeric	742 unique values 0 missing
CATS2D_08_NL	numeric	7 unique values 0 missing
GATS4m	numeric	325 unique values 0 missing
nHAcc	numeric	20 unique values 0 missing
SM06_EA.ed.	numeric	450 unique values 0 missing
TIC1	numeric	769 unique values 0 missing
ALOGP2	numeric	800 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS4p	numeric	299 unique values 0 missing
nHDon	numeric	11 unique values 0 missing
SM06_EA.ri.	numeric	559 unique values 0 missing
TIC2	numeric	797 unique values 0 missing
AMR	numeric	811 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4s	numeric	521 unique values 0 missing
nHet	numeric	25 unique values 0 missing
SM07_AEA.bo.	numeric	440 unique values 0 missing
TIC3	numeric	704 unique values 0 missing
AMW	numeric	478 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4v	numeric	260 unique values 0 missing
nHM	numeric	7 unique values 0 missing
SM07_AEA.dm.	numeric	378 unique values 0 missing
TIC4	numeric	621 unique values 0 missing
ARR	numeric	145 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS5e	numeric	479 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM07_AEA.ed.	numeric	463 unique values 0 missing
TIC5	numeric	608 unique values 0 missing
ATS1e	numeric	455 unique values 0 missing
CATS2D_09_AA	numeric	16 unique values 0 missing
GATS5i	numeric	292 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	456 unique values 0 missing
TIE	numeric	890 unique values 0 missing
ATS1i	numeric	484 unique values 0 missing
CATS2D_09_AL	numeric	26 unique values 0 missing
GATS5m	numeric	351 unique values 0 missing
nN	numeric	12 unique values 0 missing
SM07_EA	numeric	350 unique values 0 missing
TPC	numeric	423 unique values 0 missing
ATS1m	numeric	473 unique values 0 missing
CATS2D_09_AN	numeric	6 unique values 0 missing
GATS5p	numeric	318 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	408 unique values 0 missing
TPSA.NO.	numeric	256 unique values 0 missing
ATS1p	numeric	478 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS5s	numeric	524 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	131 unique values 0 missing
TPSA.Tot.	numeric	262 unique values 0 missing
ATS1s	numeric	493 unique values 0 missing
CATS2D_09_DA	numeric	13 unique values 0 missing
GATS5v	numeric	271 unique values 0 missing
NNRS	numeric	15 unique values 0 missing
SM07_EA.ed.	numeric	424 unique values 0 missing
TRS	numeric	28 unique values 0 missing
ATS1v	numeric	463 unique values 0 missing
CATS2D_09_DD	numeric	6 unique values 0 missing
GATS6e	numeric	460 unique values 0 missing
nO	numeric	18 unique values 0 missing
SM07_EA.ri.	numeric	507 unique values 0 missing
TWC	numeric	435 unique values 0 missing
ATS2e	numeric	516 unique values 0 missing
CATS2D_09_DL	numeric	10 unique values 0 missing
GATS6i	numeric	318 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM08_AEA.bo.	numeric	445 unique values 0 missing
Uc	numeric	27 unique values 0 missing
ATS2i	numeric	534 unique values 0 missing
CATS2D_09_DN	numeric	5 unique values 0 missing
GATS6m	numeric	322 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM08_AEA.dm.	numeric	356 unique values 0 missing
Ui	numeric	29 unique values 0 missing
ATS2m	numeric	498 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS6p	numeric	346 unique values 0 missing
nOHt	numeric	3 unique values 0 missing
SM08_AEA.ed.	numeric	465 unique values 0 missing
Uindex	numeric	604 unique values 0 missing
ATS2p	numeric	506 unique values 0 missing
CATS2D_09_LL	numeric	18 unique values 0 missing
GATS6s	numeric	441 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM08_AEA.ri.	numeric	444 unique values 0 missing
UNIP	numeric	260 unique values 0 missing
ATS2s	numeric	531 unique values 0 missing
CATS2D_09_NL	numeric	8 unique values 0 missing
GATS6v	numeric	294 unique values 0 missing
nP	numeric	5 unique values 0 missing
SM08_EA	numeric	464 unique values 0 missing
VAR	numeric	232 unique values 0 missing
ATS2v	numeric	503 unique values 0 missing
CATS2D_09_NN	numeric	2 unique values 0 missing
GATS7e	numeric	444 unique values 0 missing
nPO4	numeric	5 unique values 0 missing
SM08_EA.bo.	numeric	422 unique values 0 missing
Vindex	numeric	149 unique values 0 missing
ATS3e	numeric	573 unique values 0 missing
CATS2D_09_PL	numeric	4 unique values 0 missing
GATS7i	numeric	332 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	198 unique values 0 missing
VvdwMG	numeric	531 unique values 0 missing
ATS3i	numeric	582 unique values 0 missing
CATS2D_09_PN	numeric	3 unique values 0 missing
GATS7m	numeric	401 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	439 unique values 0 missing
VvdwZAZ	numeric	561 unique values 0 missing
ATS3m	numeric	514 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS7p	numeric	338 unique values 0 missing
nPyridines	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	570 unique values 0 missing
Vx	numeric	531 unique values 0 missing
ATS3p	numeric	568 unique values 0 missing
CENT	numeric	585 unique values 0 missing
GATS7s	numeric	487 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	173 unique values 0 missing
Wap	numeric	575 unique values 0 missing
ATS3s	numeric	562 unique values 0 missing
Chi0_AEA.bo.	numeric	468 unique values 0 missing
GATS7v	numeric	307 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	325 unique values 0 missing
X.	numeric	45 unique values 0 missing
ATS3v	numeric	551 unique values 0 missing
Chi0_AEA.dm.	numeric	468 unique values 0 missing
GATS8e	numeric	519 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	450 unique values 0 missing
X0	numeric	341 unique values 0 missing
ATS4e	numeric	596 unique values 0 missing
Chi0_AEA.ed.	numeric	468 unique values 0 missing
GATS8i	numeric	339 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	421 unique values 0 missing
X0A	numeric	66 unique values 0 missing
ATS4i	numeric	596 unique values 0 missing
Chi0_AEA.ri.	numeric	468 unique values 0 missing
GATS8m	numeric	358 unique values 0 missing
nR05	numeric	7 unique values 0 missing
SM09_EA	numeric	406 unique values 0 missing
X0Av	numeric	107 unique values 0 missing
ATS4m	numeric	553 unique values 0 missing
Chi0_EA	numeric	468 unique values 0 missing
GATS8p	numeric	381 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM09_EA.bo.	numeric	414 unique values 0 missing
X0sol	numeric	373 unique values 0 missing
ATS4p	numeric	568 unique values 0 missing
Chi0_EA.bo.	numeric	544 unique values 0 missing
GATS8s	numeric	536 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	126 unique values 0 missing
X0v	numeric	666 unique values 0 missing
ATS4s	numeric	570 unique values 0 missing
Chi0_EA.dm.	numeric	516 unique values 0 missing
GATS8v	numeric	324 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM09_EA.ed.	numeric	425 unique values 0 missing
X1	numeric	479 unique values 0 missing
ATS4v	numeric	588 unique values 0 missing
Chi0_EA.ed.	numeric	569 unique values 0 missing
GGI1	numeric	31 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM09_EA.ri.	numeric	526 unique values 0 missing
X1A	numeric	47 unique values 0 missing
ATS5e	numeric	618 unique values 0 missing
Chi0_EA.ri.	numeric	814 unique values 0 missing
GGI10	numeric	293 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM10_AEA.bo.	numeric	223 unique values 0 missing
X1Av	numeric	111 unique values 0 missing
ATS5i	numeric	602 unique values 0 missing
Chi1_AEA.bo.	numeric	534 unique values 0 missing
GGI2	numeric	50 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	186 unique values 0 missing
X1Kup	numeric	767 unique values 0 missing
ATS5m	numeric	560 unique values 0 missing
Chi1_AEA.dm.	numeric	534 unique values 0 missing
GGI3	numeric	175 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	442 unique values 0 missing
X1Mad	numeric	809 unique values 0 missing
ATS5p	numeric	597 unique values 0 missing
Chi1_AEA.ed.	numeric	534 unique values 0 missing
GGI4	numeric	320 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	375 unique values 0 missing
X1MulPer	numeric	792 unique values 0 missing
ATS5s	numeric	591 unique values 0 missing
Chi1_AEA.ri.	numeric	534 unique values 0 missing
GGI5	numeric	300 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM10_EA	numeric	478 unique values 0 missing
X1Per	numeric	803 unique values 0 missing
ATS5v	numeric	584 unique values 0 missing
Chi1_EA	numeric	534 unique values 0 missing
GGI6	numeric	344 unique values 0 missing
nRCONH2	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	404 unique values 0 missing
X1sol	numeric	495 unique values 0 missing
ATS6e	numeric	600 unique values 0 missing
Chi1_EA.bo.	numeric	598 unique values 0 missing
GGI7	numeric	336 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM10_EA.dm.	numeric	182 unique values 0 missing
X1v	numeric	771 unique values 0 missing
ATS6i	numeric	634 unique values 0 missing
Chi1_EA.dm.	numeric	569 unique values 0 missing
GGI8	numeric	335 unique values 0 missing
nRCONR2	numeric	4 unique values 0 missing
SM10_EA.ed.	numeric	421 unique values 0 missing
X2	numeric	563 unique values 0 missing
ATS6m	numeric	566 unique values 0 missing
Chi1_EA.ed.	numeric	562 unique values 0 missing
GGI9	numeric	354 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	603 unique values 0 missing
X2A	numeric	49 unique values 0 missing
ATS6p	numeric	610 unique values 0 missing
Chi1_EA.ri.	numeric	816 unique values 0 missing
GMTI	numeric	610 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	291 unique values 0 missing
X2Av	numeric	88 unique values 0 missing
ATS6s	numeric	588 unique values 0 missing
CIC0	numeric	459 unique values 0 missing
GMTIV	numeric	876 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	249 unique values 0 missing
X2sol	numeric	577 unique values 0 missing
ATS6v	numeric	611 unique values 0 missing
CIC1	numeric	632 unique values 0 missing
GNar	numeric	189 unique values 0 missing
nR.Cs	numeric	7 unique values 0 missing
SM11_AEA.ed.	numeric	434 unique values 0 missing
X2v	numeric	796 unique values 0 missing
ATS7e	numeric	625 unique values 0 missing
CIC2	numeric	581 unique values 0 missing
H.	numeric	173 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM11_AEA.ri.	numeric	96 unique values 0 missing
X3	numeric	584 unique values 0 missing
ATS7i	numeric	627 unique values 0 missing
CIC3	numeric	467 unique values 0 missing
H.046	numeric	21 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
SM11_EA	numeric	425 unique values 0 missing
X3A	numeric	42 unique values 0 missing
ATS7m	numeric	592 unique values 0 missing
CIC4	numeric	400 unique values 0 missing
H.047	numeric	33 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	390 unique values 0 missing
X3Av	numeric	62 unique values 0 missing
ATS7p	numeric	630 unique values 0 missing
CIC5	numeric	405 unique values 0 missing
H.048	numeric	7 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	123 unique values 0 missing
X3sol	numeric	588 unique values 0 missing
ATS7s	numeric	591 unique values 0 missing
CID	numeric	378 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	419 unique values 0 missing
X3v	numeric	828 unique values 0 missing
ATS7v	numeric	608 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.050	numeric	11 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM11_EA.ri.	numeric	537 unique values 0 missing
X4	numeric	577 unique values 0 missing
ATS8e	numeric	632 unique values 0 missing
Cl.090	numeric	3 unique values 0 missing
H.051	numeric	8 unique values 0 missing
nROH	numeric	7 unique values 0 missing
SM12_AEA.bo.	numeric	289 unique values 0 missing
X4A	numeric	33 unique values 0 missing
ATS8i	numeric	641 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.052	numeric	20 unique values 0 missing
nROR	numeric	6 unique values 0 missing
SM12_AEA.dm.	numeric	321 unique values 0 missing
X4Av	numeric	45 unique values 0 missing
ATS8m	numeric	622 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.053	numeric	4 unique values 0 missing
NRS	numeric	8 unique values 0 missing
SM12_AEA.ed.	numeric	423 unique values 0 missing
X4sol	numeric	590 unique values 0 missing
ATS8p	numeric	645 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM12_AEA.ri.	numeric	186 unique values 0 missing
X4v	numeric	811 unique values 0 missing
ATS8s	numeric	612 unique values 0 missing
CSI	numeric	514 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nS	numeric	6 unique values 0 missing
SM12_EA	numeric	472 unique values 0 missing
X5	numeric	592 unique values 0 missing
ATS8v	numeric	626 unique values 0 missing
DBI	numeric	83 unique values 0 missing
HDcpx	numeric	204 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	396 unique values 0 missing
X5A	numeric	30 unique values 0 missing
ATSC1e	numeric	292 unique values 0 missing
D.Dtr03	numeric	17 unique values 0 missing
HNar	numeric	207 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM12_EA.dm.	numeric	167 unique values 0 missing
X5Av	numeric	31 unique values 0 missing
ATSC1i	numeric	480 unique values 0 missing
D.Dtr04	numeric	46 unique values 0 missing
HVcpx	numeric	443 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM12_EA.ed.	numeric	399 unique values 0 missing
X5sol	numeric	604 unique values 0 missing
ATSC1m	numeric	668 unique values 0 missing
D.Dtr05	numeric	253 unique values 0 missing
Hy	numeric	358 unique values 0 missing
NsF	numeric	6 unique values 0 missing
SM12_EA.ri.	numeric	593 unique values 0 missing
X5v	numeric	779 unique values 0 missing
ATSC1p	numeric	635 unique values 0 missing
D.Dtr06	numeric	614 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nSK	numeric	47 unique values 0 missing
SM13_AEA.bo.	numeric	321 unique values 0 missing
Xindex	numeric	179 unique values 0 missing
ATSC1s	numeric	781 unique values 0 missing
D.Dtr07	numeric	7 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM13_AEA.dm.	numeric	306 unique values 0 missing
XMOD	numeric	774 unique values 0 missing
ATSC1v	numeric	651 unique values 0 missing
D.Dtr08	numeric	45 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM13_AEA.ed.	numeric	415 unique values 0 missing
Xt	numeric	104 unique values 0 missing
ATSC2e	numeric	533 unique values 0 missing
D.Dtr09	numeric	138 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	220 unique values 0 missing
Xu	numeric	604 unique values 0 missing
ATSC2i	numeric	620 unique values 0 missing
D.Dtr10	numeric	138 unique values 0 missing
IAC	numeric	536 unique values 0 missing
nSO2OH	numeric	4 unique values 0 missing
SM13_EA	numeric	437 unique values 0 missing
Yindex	numeric	287 unique values 0 missing
ATSC2m	numeric	765 unique values 0 missing
DECC	numeric	474 unique values 0 missing
IC0	numeric	322 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	392 unique values 0 missing
ZM1	numeric	104 unique values 0 missing
ATSC2p	numeric	741 unique values 0 missing
DELS	numeric	885 unique values 0 missing
IC1	numeric	493 unique values 0 missing
nSO3OH	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	120 unique values 0 missing
ZM1Kup	numeric	666 unique values 0 missing
ATSC2s	numeric	837 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC2	numeric	565 unique values 0 missing
NsOH	numeric	8 unique values 0 missing
SM13_EA.ed.	numeric	406 unique values 0 missing
ZM1Mad	numeric	751 unique values 0 missing
ATSC2v	numeric	757 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC3	numeric	540 unique values 0 missing
NssCH2	numeric	21 unique values 0 missing
SM13_EA.ri.	numeric	563 unique values 0 missing
ZM1MulPer	numeric	824 unique values 0 missing
ATSC3e	numeric	595 unique values 0 missing
DLS_01	numeric	5 unique values 0 missing
IC4	numeric	488 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM14_AEA.bo.	numeric	364 unique values 0 missing
ZM1Per	numeric	817 unique values 0 missing
ATSC3i	numeric	698 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC5	numeric	495 unique values 0 missing
NssO	numeric	10 unique values 0 missing
SM14_AEA.dm.	numeric	364 unique values 0 missing
ZM1V	numeric	256 unique values 0 missing
ATSC3m	numeric	858 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
ICR	numeric	379 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	418 unique values 0 missing
ZM2	numeric	196 unique values 0 missing
ATSC3p	numeric	847 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IDDE	numeric	331 unique values 0 missing
NsssCH	numeric	11 unique values 0 missing
SM14_AEA.ri.	numeric	303 unique values 0 missing
ZM2Kup	numeric	781 unique values 0 missing
ATSC3s	numeric	885 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDDM	numeric	315 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM14_EA	numeric	460 unique values 0 missing
ZM2Mad	numeric	851 unique values 0 missing
ATSC3v	numeric	850 unique values 0 missing
DLS_06	numeric	7 unique values 0 missing
IDE	numeric	425 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	381 unique values 0 missing
ZM2MulPer	numeric	873 unique values 0 missing
ATSC4e	numeric	622 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDET	numeric	610 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM14_EA.dm.	numeric	165 unique values 0 missing
ZM2Per	numeric	860 unique values 0 missing
ATSC4i	numeric	711 unique values 0 missing
DLS_cons	numeric	58 unique values 0 missing
IDM	numeric	443 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_EA.ed.	numeric	386 unique values 0 missing
ZM2V	numeric	335 unique values 0 missing
ATSC4m	numeric	875 unique values 0 missing
Dz	numeric	202 unique values 0 missing
IDMT	numeric	611 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM14_EA.ri.	numeric	590 unique values 0 missing
ATSC4p	numeric	852 unique values 0 missing
ECC	numeric	410 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing
SM15_AEA.bo.	numeric	366 unique values 0 missing
ATSC4s	numeric	890 unique values 0 missing
Eig01_AEA.bo.	numeric	132 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM15_AEA.dm.	numeric	414 unique values 0 missing
ATSC4v	numeric	869 unique values 0 missing
Eig01_AEA.dm.	numeric	164 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM15_AEA.ed.	numeric	422 unique values 0 missing
ATSC5e	numeric	684 unique values 0 missing
Eig01_AEA.ed.	numeric	144 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM15_AEA.ri.	numeric	283 unique values 0 missing
ATSC5i	numeric	741 unique values 0 missing
Eig01_AEA.ri.	numeric	190 unique values 0 missing
ISIZ	numeric	86 unique values 0 missing
nX	numeric	6 unique values 0 missing
SM15_EA	numeric	448 unique values 0 missing
ATSC5m	numeric	884 unique values 0 missing
Eig01_EA	numeric	173 unique values 0 missing
IVDE	numeric	259 unique values 0 missing
O.	numeric	140 unique values 0 missing
SM15_EA.bo.	numeric	371 unique values 0 missing
ATSC5p	numeric	846 unique values 0 missing
Eig01_EA.bo.	numeric	96 unique values 0 missing
IVDM	numeric	292 unique values 0 missing
O.056	numeric	7 unique values 0 missing
SM15_EA.dm.	numeric	119 unique values 0 missing
ATSC5s	numeric	889 unique values 0 missing
Eig01_EA.dm.	numeric	60 unique values 0 missing
JGI1	numeric	126 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM15_EA.ed.	numeric	385 unique values 0 missing
ATSC5v	numeric	877 unique values 0 missing
Eig01_EA.ed.	numeric	186 unique values 0 missing
JGI10	numeric	14 unique values 0 missing
O.058	numeric	11 unique values 0 missing
SM15_EA.ri.	numeric	567 unique values 0 missing
ATSC6e	numeric	645 unique values 0 missing
Eig01_EA.ri.	numeric	183 unique values 0 missing
JGI2	numeric	59 unique values 0 missing
O.059	numeric	11 unique values 0 missing
SMTI	numeric	606 unique values 0 missing
ATSC6i	numeric	727 unique values 0 missing
Eig02_AEA.bo.	numeric	184 unique values 0 missing
JGI3	numeric	56 unique values 0 missing
O.060	numeric	4 unique values 0 missing
SMTIV	numeric	878 unique values 0 missing
ATSC6m	numeric	883 unique values 0 missing
Eig02_AEA.dm.	numeric	201 unique values 0 missing
JGI4	numeric	38 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SNar	numeric	178 unique values 0 missing
ATSC6p	numeric	859 unique values 0 missing
Eig02_AEA.ed.	numeric	193 unique values 0 missing
JGI5	numeric	33 unique values 0 missing
ON0	numeric	186 unique values 0 missing
Sp	numeric	533 unique values 0 missing
ATSC6s	numeric	885 unique values 0 missing
Eig02_AEA.ri.	numeric	262 unique values 0 missing
JGI6	numeric	20 unique values 0 missing
ON0V	numeric	463 unique values 0 missing
SpAD_AEA.bo.	numeric	638 unique values 0 missing
ATSC6v	numeric	868 unique values 0 missing
Eig02_EA	numeric	223 unique values 0 missing
JGI7	numeric	18 unique values 0 missing
ON1	numeric	298 unique values 0 missing
SpAD_AEA.dm.	numeric	792 unique values 0 missing
ATSC7e	numeric	656 unique values 0 missing
Eig02_EA.bo.	numeric	186 unique values 0 missing
JGI8	numeric	15 unique values 0 missing
ON1V	numeric	633 unique values 0 missing
SpAD_AEA.ed.	numeric	614 unique values 0 missing
ATSC7i	numeric	751 unique values 0 missing
Eig02_EA.dm.	numeric	61 unique values 0 missing
JGI9	numeric	13 unique values 0 missing
P.117	numeric	5 unique values 0 missing
SpAD_AEA.ri.	numeric	864 unique values 0 missing
ATSC7m	numeric	886 unique values 0 missing
Eig02_EA.ed.	numeric	249 unique values 0 missing
JGT	numeric	213 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SpAD_EA	numeric	611 unique values 0 missing
ATSC7p	numeric	868 unique values 0 missing
Eig02_EA.ri.	numeric	266 unique values 0 missing
LLS_01	numeric	6 unique values 0 missing
PCD	numeric	459 unique values 0 missing
SpAD_EA.bo.	numeric	641 unique values 0 missing
ATSC7s	numeric	890 unique values 0 missing
Eig03_AEA.bo.	numeric	288 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
PCR	numeric	243 unique values 0 missing
SpAD_EA.dm.	numeric	252 unique values 0 missing
ATSC7v	numeric	874 unique values 0 missing
Eig03_AEA.dm.	numeric	236 unique values 0 missing
LOC	numeric	396 unique values 0 missing
PDI	numeric	150 unique values 0 missing
SpAD_EA.ed.	numeric	615 unique values 0 missing
ATSC8e	numeric	669 unique values 0 missing
Eig03_AEA.ed.	numeric	241 unique values 0 missing
LPRS	numeric	614 unique values 0 missing
PHI	numeric	565 unique values 0 missing
SpAD_EA.ri.	numeric	847 unique values 0 missing
ATSC8i	numeric	739 unique values 0 missing
Eig03_AEA.ri.	numeric	349 unique values 0 missing
MATS1e	numeric	201 unique values 0 missing
piID	numeric	466 unique values 0 missing
SpDiam_AEA.bo.	numeric	163 unique values 0 missing
ATSC8m	numeric	883 unique values 0 missing
Eig03_EA	numeric	291 unique values 0 missing
MATS1i	numeric	317 unique values 0 missing
piPC01	numeric	100 unique values 0 missing
SpDiam_AEA.dm.	numeric	165 unique values 0 missing
ATSC8p	numeric	867 unique values 0 missing
Eig03_EA.bo.	numeric	220 unique values 0 missing
MATS1m	numeric	181 unique values 0 missing
piPC02	numeric	215 unique values 0 missing
SpDiam_AEA.ed.	numeric	226 unique values 0 missing
ATSC8s	numeric	891 unique values 0 missing
Eig03_EA.dm.	numeric	60 unique values 0 missing
MATS1p	numeric	257 unique values 0 missing
piPC03	numeric	282 unique values 0 missing
SpDiam_AEA.ri.	numeric	262 unique values 0 missing
ATSC8v	numeric	872 unique values 0 missing
Eig03_EA.ed.	numeric	321 unique values 0 missing
MATS1s	numeric	210 unique values 0 missing
piPC04	numeric	354 unique values 0 missing
SpDiam_EA	numeric	173 unique values 0 missing
BAC	numeric	136 unique values 0 missing
Eig03_EA.ri.	numeric	335 unique values 0 missing
MATS1v	numeric	166 unique values 0 missing
piPC05	numeric	370 unique values 0 missing
SpDiam_EA.bo.	numeric	97 unique values 0 missing
BBI	numeric	70 unique values 0 missing
Eig04_AEA.bo.	numeric	291 unique values 0 missing
MATS2e	numeric	319 unique values 0 missing
piPC06	numeric	437 unique values 0 missing
SpDiam_EA.dm.	numeric	75 unique values 0 missing
BIC0	numeric	123 unique values 0 missing
Eig04_AEA.dm.	numeric	259 unique values 0 missing
MATS2i	numeric	325 unique values 0 missing
piPC07	numeric	455 unique values 0 missing
SpDiam_EA.ed.	numeric	230 unique values 0 missing
BIC1	numeric	221 unique values 0 missing
Eig04_AEA.ed.	numeric	234 unique values 0 missing
MATS2m	numeric	221 unique values 0 missing
piPC08	numeric	474 unique values 0 missing
SpDiam_EA.ri.	numeric	189 unique values 0 missing
BIC2	numeric	188 unique values 0 missing
Eig04_AEA.ri.	numeric	336 unique values 0 missing
MATS2p	numeric	279 unique values 0 missing
piPC09	numeric	482 unique values 0 missing
SPI	numeric	606 unique values 0 missing
BIC3	numeric	154 unique values 0 missing
Eig04_EA	numeric	289 unique values 0 missing
MATS2s	numeric	278 unique values 0 missing
piPC10	numeric	513 unique values 0 missing
SpMAD_AEA.bo.	numeric	139 unique values 0 missing
BIC4	numeric	128 unique values 0 missing
Eig04_EA.bo.	numeric	303 unique values 0 missing
MATS2v	numeric	244 unique values 0 missing
PJI2	numeric	13 unique values 0 missing
SpMAD_AEA.dm.	numeric	179 unique values 0 missing
BIC5	numeric	127 unique values 0 missing
Eig04_EA.dm.	numeric	56 unique values 0 missing
MATS3e	numeric	260 unique values 0 missing
Pol	numeric	72 unique values 0 missing
SpMAD_AEA.ed.	numeric	146 unique values 0 missing
BID	numeric	98 unique values 0 missing
Eig04_EA.ed.	numeric	306 unique values 0 missing
MATS3i	numeric	309 unique values 0 missing
Psi_e_0	numeric	750 unique values 0 missing
SpMAD_AEA.ri.	numeric	129 unique values 0 missing
BLI	numeric	238 unique values 0 missing
Eig04_EA.ri.	numeric	326 unique values 0 missing
MATS3m	numeric	241 unique values 0 missing
Psi_e_1	numeric	780 unique values 0 missing
SpMAD_EA	numeric	124 unique values 0 missing
BLTA96	numeric	271 unique values 0 missing
Eig05_AEA.bo.	numeric	306 unique values 0 missing
MATS3p	numeric	243 unique values 0 missing
Psi_e_A	numeric	413 unique values 0 missing
SpMAD_EA.bo.	numeric	296 unique values 0 missing
BLTD48	numeric	263 unique values 0 missing
Eig05_AEA.dm.	numeric	346 unique values 0 missing
MATS3s	numeric	220 unique values 0 missing
Psi_i_0	numeric	694 unique values 0 missing
SpMAD_EA.dm.	numeric	324 unique values 0 missing
BLTF96	numeric	250 unique values 0 missing
Eig05_AEA.ed.	numeric	291 unique values 0 missing
MATS3v	numeric	211 unique values 0 missing
Psi_i_1	numeric	788 unique values 0 missing
SpMAD_EA.ed.	numeric	430 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig05_AEA.ri.	numeric	390 unique values 0 missing
MATS4e	numeric	354 unique values 0 missing
Psi_i_A	numeric	413 unique values 0 missing
SpMAD_EA.ri.	numeric	148 unique values 0 missing
C.	numeric	134 unique values 0 missing
Eig05_EA	numeric	321 unique values 0 missing
MATS4i	numeric	242 unique values 0 missing
Psi_i_s	numeric	458 unique values 0 missing
SpMax1_Bh.e.	numeric	172 unique values 0 missing
C.001	numeric	8 unique values 0 missing
Eig05_EA.bo.	numeric	283 unique values 0 missing
MATS4m	numeric	297 unique values 0 missing
Psi_i_t	numeric	4 unique values 0 missing
SpMax1_Bh.i.	numeric	169 unique values 0 missing
C.002	numeric	13 unique values 0 missing
Eig05_EA.dm.	numeric	51 unique values 0 missing
MATS4p	numeric	243 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax1_Bh.m.	numeric	161 unique values 0 missing
C.003	numeric	6 unique values 0 missing
Eig05_EA.ed.	numeric	364 unique values 0 missing
MATS4s	numeric	325 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.p.	numeric	182 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig05_EA.ri.	numeric	366 unique values 0 missing
MATS4v	numeric	258 unique values 0 missing
P_VSA_e_1	numeric	71 unique values 0 missing
SpMax1_Bh.s.	numeric	55 unique values 0 missing
C.005	numeric	4 unique values 0 missing
Eig06_AEA.bo.	numeric	324 unique values 0 missing
MATS5e	numeric	288 unique values 0 missing
P_VSA_e_2	numeric	716 unique values 0 missing
SpMax1_Bh.v.	numeric	183 unique values 0 missing
C.006	numeric	13 unique values 0 missing
Eig06_AEA.dm.	numeric	418 unique values 0 missing
MATS5i	numeric	274 unique values 0 missing
P_VSA_e_3	numeric	97 unique values 0 missing
SpMax2_Bh.e.	numeric	201 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig06_AEA.ed.	numeric	335 unique values 0 missing
MATS5m	numeric	290 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax2_Bh.i.	numeric	173 unique values 0 missing
C.008	numeric	7 unique values 0 missing
Eig06_AEA.ri.	numeric	456 unique values 0 missing
MATS5p	numeric	270 unique values 0 missing
P_VSA_e_5	numeric	112 unique values 0 missing
SpMax2_Bh.m.	numeric	218 unique values 0 missing
C.009	numeric	5 unique values 0 missing
Eig06_EA	numeric	364 unique values 0 missing
MATS5s	numeric	277 unique values 0 missing
P_VSA_e_6	numeric	6 unique values 0 missing
SpMax2_Bh.p.	numeric	262 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig06_EA.bo.	numeric	323 unique values 0 missing
MATS5v	numeric	266 unique values 0 missing
P_VSA_i_1	numeric	24 unique values 0 missing
SpMax2_Bh.s.	numeric	101 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	48 unique values 0 missing
MATS6e	numeric	306 unique values 0 missing
P_VSA_i_2	numeric	715 unique values 0 missing
SpMax2_Bh.v.	numeric	243 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	414 unique values 0 missing
MATS6i	numeric	282 unique values 0 missing
P_VSA_i_3	numeric	459 unique values 0 missing
SpMax3_Bh.e.	numeric	246 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig06_EA.ri.	numeric	431 unique values 0 missing
MATS6m	numeric	270 unique values 0 missing
P_VSA_i_4	numeric	116 unique values 0 missing
SpMax3_Bh.i.	numeric	227 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig07_AEA.bo.	numeric	312 unique values 0 missing
MATS6p	numeric	295 unique values 0 missing
P_VSA_LogP_1	numeric	34 unique values 0 missing
SpMax3_Bh.m.	numeric	282 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	404 unique values 0 missing
MATS6s	numeric	298 unique values 0 missing
P_VSA_LogP_2	numeric	366 unique values 0 missing
SpMax3_Bh.p.	numeric	263 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	325 unique values 0 missing
MATS6v	numeric	259 unique values 0 missing
P_VSA_LogP_3	numeric	107 unique values 0 missing
SpMax3_Bh.s.	numeric	121 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	449 unique values 0 missing
MATS7e	numeric	305 unique values 0 missing
P_VSA_LogP_4	numeric	168 unique values 0 missing
SpMax3_Bh.v.	numeric	257 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig07_EA	numeric	366 unique values 0 missing
MATS7i	numeric	264 unique values 0 missing
P_VSA_LogP_5	numeric	223 unique values 0 missing
SpMax4_Bh.e.	numeric	325 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	331 unique values 0 missing
MATS7m	numeric	365 unique values 0 missing
P_VSA_LogP_6	numeric	59 unique values 0 missing
SpMax4_Bh.i.	numeric	301 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	33 unique values 0 missing
MATS7p	numeric	266 unique values 0 missing
P_VSA_LogP_7	numeric	81 unique values 0 missing
SpMax4_Bh.m.	numeric	346 unique values 0 missing
C.024	numeric	18 unique values 0 missing
Eig07_EA.ed.	numeric	416 unique values 0 missing
MATS7s	numeric	331 unique values 0 missing
P_VSA_LogP_8	numeric	12 unique values 0 missing
SpMax4_Bh.p.	numeric	335 unique values 0 missing
C.025	numeric	8 unique values 0 missing
Eig07_EA.ri.	numeric	453 unique values 0 missing
MATS7v	numeric	300 unique values 0 missing
P_VSA_m_1	numeric	48 unique values 0 missing
SpMax4_Bh.s.	numeric	147 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig08_AEA.bo.	numeric	377 unique values 0 missing
MATS8e	numeric	330 unique values 0 missing
P_VSA_m_2	numeric	721 unique values 0 missing
SpMax4_Bh.v.	numeric	349 unique values 0 missing
C.027	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	393 unique values 0 missing
MATS8i	numeric	332 unique values 0 missing
P_VSA_m_3	numeric	134 unique values 0 missing
SpMax5_Bh.e.	numeric	347 unique values 0 missing
C.028	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	364 unique values 0 missing
MATS8m	numeric	334 unique values 0 missing
P_VSA_m_4	numeric	34 unique values 0 missing
SpMax5_Bh.i.	numeric	345 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig08_AEA.ri.	numeric	478 unique values 0 missing
MATS8p	numeric	325 unique values 0 missing
P_VSA_m_5	numeric	2 unique values 0 missing
SpMax5_Bh.m.	numeric	381 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_EA	numeric	390 unique values 0 missing
MATS8s	numeric	290 unique values 0 missing
P_VSA_MR_1	numeric	83 unique values 0 missing
SpMax5_Bh.p.	numeric	369 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	365 unique values 0 missing
MATS8v	numeric	307 unique values 0 missing
P_VSA_MR_2	numeric	242 unique values 0 missing
SpMax5_Bh.s.	numeric	187 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	27 unique values 0 missing
MAXDN	numeric	456 unique values 0 missing
P_VSA_MR_3	numeric	32 unique values 0 missing
SpMax5_Bh.v.	numeric	359 unique values 0 missing
C.033	numeric	2 unique values 0 missing
Eig08_EA.ed.	numeric	430 unique values 0 missing
MAXDP	numeric	681 unique values 0 missing
P_VSA_MR_4	numeric	4 unique values 0 missing
SpMax6_Bh.e.	numeric	403 unique values 0 missing
C.034	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	472 unique values 0 missing
MCD	numeric	190 unique values 0 missing
P_VSA_MR_5	numeric	575 unique values 0 missing
SpMax6_Bh.i.	numeric	380 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	364 unique values 0 missing
MDDD	numeric	608 unique values 0 missing
P_VSA_MR_6	numeric	325 unique values 0 missing
SpMax6_Bh.m.	numeric	414 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig09_AEA.dm.	numeric	445 unique values 0 missing
Me	numeric	81 unique values 0 missing
P_VSA_MR_7	numeric	67 unique values 0 missing
SpMax6_Bh.p.	numeric	379 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	378 unique values 0 missing
Mi	numeric	59 unique values 0 missing
P_VSA_MR_8	numeric	12 unique values 0 missing
SpMax6_Bh.s.	numeric	269 unique values 0 missing
C.040	numeric	7 unique values 0 missing
Eig09_AEA.ri.	numeric	518 unique values 0 missing
MLOGP	numeric	448 unique values 0 missing
P_VSA_p_1	numeric	77 unique values 0 missing
SpMax6_Bh.v.	numeric	382 unique values 0 missing
C.041	numeric	4 unique values 0 missing
Eig09_EA	numeric	425 unique values 0 missing
MLOGP2	numeric	472 unique values 0 missing
P_VSA_p_2	numeric	257 unique values 0 missing
SpMax7_Bh.e.	numeric	412 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	389 unique values 0 missing
Mp	numeric	115 unique values 0 missing
P_VSA_p_3	numeric	716 unique values 0 missing
SpMax7_Bh.i.	numeric	402 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	20 unique values 0 missing
MPC01	numeric	51 unique values 0 missing
P_VSA_p_4	numeric	6 unique values 0 missing
SpMax7_Bh.m.	numeric	432 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	431 unique values 0 missing
MPC02	numeric	70 unique values 0 missing
P_VSA_s_1	numeric	16 unique values 0 missing
SpMax7_Bh.p.	numeric	398 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig09_EA.ri.	numeric	506 unique values 0 missing
MPC03	numeric	82 unique values 0 missing
P_VSA_s_2	numeric	87 unique values 0 missing
SpMax7_Bh.s.	numeric	357 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig10_AEA.bo.	numeric	413 unique values 0 missing
MPC04	numeric	99 unique values 0 missing
P_VSA_s_3	numeric	587 unique values 0 missing
SpMax7_Bh.v.	numeric	424 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig10_AEA.dm.	numeric	421 unique values 0 missing
MPC05	numeric	123 unique values 0 missing
P_VSA_s_4	numeric	257 unique values 0 missing
SpMax8_Bh.e.	numeric	395 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_AEA.ed.	numeric	383 unique values 0 missing
MPC06	numeric	155 unique values 0 missing
P_VSA_s_5	numeric	20 unique values 0 missing
SpMax8_Bh.i.	numeric	364 unique values 0 missing
CATS2D_01_AN	numeric	9 unique values 0 missing
Eig10_AEA.ri.	numeric	479 unique values 0 missing
MPC07	numeric	179 unique values 0 missing
P_VSA_s_6	numeric	219 unique values 0 missing
SpMax8_Bh.m.	numeric	422 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
Eig10_EA	numeric	389 unique values 0 missing
MPC08	numeric	210 unique values 0 missing
P_VSA_v_1	numeric	48 unique values 0 missing
SpMax8_Bh.p.	numeric	357 unique values 0 missing
CATS2D_01_DN	numeric	5 unique values 0 missing
Eig10_EA.bo.	numeric	413 unique values 0 missing
MPC09	numeric	231 unique values 0 missing
P_VSA_v_2	numeric	275 unique values 0 missing
SpMax8_Bh.s.	numeric	377 unique values 0 missing
CATS2D_01_LL	numeric	26 unique values 0 missing
Eig10_EA.dm.	numeric	23 unique values 0 missing
MPC10	numeric	259 unique values 0 missing
P_VSA_v_3	numeric	720 unique values 0 missing
SpMax8_Bh.v.	numeric	381 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	429 unique values 0 missing
MSD	numeric	568 unique values 0 missing
PW2	numeric	68 unique values 0 missing
SpMaxA_AEA.bo.	numeric	122 unique values 0 missing
CATS2D_02_AA	numeric	18 unique values 0 missing
Eig10_EA.ri.	numeric	462 unique values 0 missing
Mv	numeric	134 unique values 0 missing
PW3	numeric	75 unique values 0 missing
SpMaxA_AEA.dm.	numeric	120 unique values 0 missing
CATS2D_02_AL	numeric	14 unique values 0 missing
Eig11_AEA.bo.	numeric	370 unique values 0 missing
MW	numeric	536 unique values 0 missing
PW4	numeric	70 unique values 0 missing
SpMaxA_AEA.ed.	numeric	145 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig11_AEA.dm.	numeric	403 unique values 0 missing
MWC01	numeric	51 unique values 0 missing
PW5	numeric	49 unique values 0 missing
SpMaxA_AEA.ri.	numeric	113 unique values 0 missing
CATS2D_02_AP	numeric	3 unique values 0 missing
Eig11_AEA.ed.	numeric	343 unique values 0 missing
MWC02	numeric	104 unique values 0 missing
Qindex	numeric	37 unique values 0 missing
SpMaxA_EA	numeric	87 unique values 0 missing
CATS2D_02_DA	numeric	15 unique values 0 missing
Eig11_AEA.ri.	numeric	441 unique values 0 missing
MWC03	numeric	196 unique values 0 missing
Ram	numeric	23 unique values 0 missing
SpMax_AEA.bo.	numeric	132 unique values 0 missing
CATS2D_02_DD	numeric	3 unique values 0 missing
Eig11_EA	numeric	358 unique values 0 missing
MWC04	numeric	334 unique values 0 missing
RBF	numeric	140 unique values 0 missing
SpMaxA_EA.bo.	numeric	120 unique values 0 missing
CATS2D_02_DL	numeric	11 unique values 0 missing
Eig11_EA.bo.	numeric	373 unique values 0 missing
MWC05	numeric	410 unique values 0 missing
RBN	numeric	23 unique values 0 missing
SpMax_AEA.dm.	numeric	164 unique values 0 missing
CATS2D_02_DN	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	14 unique values 0 missing
MWC06	numeric	424 unique values 0 missing
Rbrid	numeric	6 unique values 0 missing
SpMaxA_EA.dm.	numeric	96 unique values 0 missing
CATS2D_02_LL	numeric	29 unique values 0 missing
Eig11_EA.ed.	numeric	392 unique values 0 missing
MWC07	numeric	431 unique values 0 missing
RCI	numeric	34 unique values 0 missing
SpMax_AEA.ed.	numeric	144 unique values 0 missing
CATS2D_02_NL	numeric	5 unique values 0 missing
Eig11_EA.ri.	numeric	449 unique values 0 missing
MWC08	numeric	448 unique values 0 missing
RDCHI	numeric	538 unique values 0 missing
SpMaxA_EA.ed.	numeric	206 unique values 0 missing
CATS2D_02_NN	numeric	4 unique values 0 missing
Eig12_AEA.bo.	numeric	359 unique values 0 missing
MWC09	numeric	439 unique values 0 missing
RDSQ	numeric	614 unique values 0 missing
SpMax_AEA.ri.	numeric	190 unique values 0 missing
CATS2D_02_PL	numeric	4 unique values 0 missing
Eig12_AEA.dm.	numeric	360 unique values 0 missing
MWC10	numeric	453 unique values 0 missing
RFD	numeric	33 unique values 0 missing
SpMaxA_EA.ri.	numeric	89 unique values 0 missing
CATS2D_02_PN	numeric	2 unique values 0 missing
Eig12_AEA.ed.	numeric	366 unique values 0 missing
N.	numeric	96 unique values 0 missing
Rperim	numeric	28 unique values 0 missing
SpMax_EA	numeric	173 unique values 0 missing
CATS2D_03_AA	numeric	11 unique values 0 missing
Eig12_AEA.ri.	numeric	484 unique values 0 missing
N.066	numeric	2 unique values 0 missing
S0K	numeric	269 unique values 0 missing
SpMax_EA.bo.	numeric	96 unique values 0 missing
CATS2D_03_AL	numeric	16 unique values 0 missing
Eig12_EA	numeric	372 unique values 0 missing
N.067	numeric	3 unique values 0 missing
S.107	numeric	3 unique values 0 missing
SpMax_EA.dm.	numeric	60 unique values 0 missing
CATS2D_03_AN	numeric	7 unique values 0 missing
Eig12_EA.bo.	numeric	362 unique values 0 missing
N.068	numeric	4 unique values 0 missing
S.108	numeric	2 unique values 0 missing
SpMax_EA.ed.	numeric	186 unique values 0 missing
CATS2D_03_AP	numeric	3 unique values 0 missing
Eig12_EA.dm.	numeric	9 unique values 0 missing
N.069	numeric	3 unique values 0 missing
S.110	numeric	5 unique values 0 missing
SpMax_EA.ri.	numeric	183 unique values 0 missing
CATS2D_03_DA	numeric	6 unique values 0 missing
Eig12_EA.ed.	numeric	456 unique values 0 missing
N.070	numeric	3 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

906

Number of instances (rows) of the dataset.

NumberOfFeatures

1357

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

1356

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

2.56

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

Dimensionality

1.5

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

2.28

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.

MeanSkewnessOfNumericAtts

1.83

Mean skewness among 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.

MeanStdDevOfNumericAtts

258.07

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.5

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.4

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.93

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.09

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

906

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

7.57

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

80910.63

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

7.24

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-30.1

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.

MaxNominalAttDistinctValues

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

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

30.1

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.87

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.51

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

MaxStdDevOfNumericAtts

164038.2

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.27

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.

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

29.94

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.44

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

250.35

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.18

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

AutoCorrelation

0.16

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Show all 62 properties