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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4561

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: CHEMBL4561 (TID: 11336), and it has 1199 rows and 1361 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).

1363 features

pXC50 (target)	numeric	473 unique values 0 missing
molecule_id (row identifier)	nominal	1199 unique values 0 missing
CATS2D_09_AP	numeric	14 unique values 0 missing
GATS5i	numeric	425 unique values 0 missing
nHAcc	numeric	28 unique values 0 missing
SM05_EA.ri.	numeric	718 unique values 0 missing
SssO	numeric	371 unique values 0 missing
AAC	numeric	422 unique values 0 missing
CATS2D_09_DA	numeric	20 unique values 0 missing
GATS5m	numeric	501 unique values 0 missing
nHDon	numeric	24 unique values 0 missing
SM06_AEA.bo.	numeric	510 unique values 0 missing
SssS	numeric	53 unique values 0 missing
AECC	numeric	601 unique values 0 missing
CATS2D_09_DD	numeric	15 unique values 0 missing
GATS5p	numeric	405 unique values 0 missing
nHet	numeric	30 unique values 0 missing
SM06_AEA.dm.	numeric	411 unique values 0 missing
SsssCH	numeric	587 unique values 0 missing
ALOGP	numeric	905 unique values 0 missing
CATS2D_09_DL	numeric	27 unique values 0 missing
GATS5s	numeric	750 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM06_AEA.ed.	numeric	569 unique values 0 missing
SsssN	numeric	526 unique values 0 missing
ALOGP2	numeric	995 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
GATS5v	numeric	352 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	453 unique values 0 missing
SssssC	numeric	351 unique values 0 missing
AMR	numeric	1008 unique values 0 missing
CATS2D_09_DP	numeric	7 unique values 0 missing
GATS6e	numeric	745 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM06_EA	numeric	550 unique values 0 missing
StN	numeric	26 unique values 0 missing
AMW	numeric	682 unique values 0 missing
CATS2D_09_LL	numeric	36 unique values 0 missing
GATS6i	numeric	473 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	577 unique values 0 missing
StsC	numeric	26 unique values 0 missing
ARR	numeric	194 unique values 0 missing
CATS2D_09_NL	numeric	3 unique values 0 missing
GATS6m	numeric	539 unique values 0 missing
nN	numeric	22 unique values 0 missing
SM06_EA.dm.	numeric	271 unique values 0 missing
Sv	numeric	817 unique values 0 missing
ATS1e	numeric	533 unique values 0 missing
CATS2D_09_NN	numeric	2 unique values 0 missing
GATS6p	numeric	447 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	630 unique values 0 missing
TIC0	numeric	752 unique values 0 missing
ATS1i	numeric	529 unique values 0 missing
CATS2D_09_PL	numeric	11 unique values 0 missing
GATS6s	numeric	748 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	732 unique values 0 missing
TIC1	numeric	949 unique values 0 missing
ATS1m	numeric	524 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	359 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	561 unique values 0 missing
TIC2	numeric	1002 unique values 0 missing
ATS1p	numeric	521 unique values 0 missing
CENT	numeric	629 unique values 0 missing
GATS7e	numeric	685 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	431 unique values 0 missing
TIC3	numeric	803 unique values 0 missing
ATS1s	numeric	536 unique values 0 missing
Chi0_AEA.bo.	numeric	578 unique values 0 missing
GATS7i	numeric	424 unique values 0 missing
NNRS	numeric	11 unique values 0 missing
SM07_AEA.ed.	numeric	589 unique values 0 missing
TIC4	numeric	693 unique values 0 missing
ATS1v	numeric	505 unique values 0 missing
Chi0_AEA.dm.	numeric	578 unique values 0 missing
GATS7m	numeric	523 unique values 0 missing
nO	numeric	21 unique values 0 missing
SM07_AEA.ri.	numeric	467 unique values 0 missing
TIC5	numeric	679 unique values 0 missing
ATS2e	numeric	587 unique values 0 missing
Chi0_AEA.ed.	numeric	578 unique values 0 missing
GATS7p	numeric	439 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM07_EA	numeric	508 unique values 0 missing
TIE	numeric	1152 unique values 0 missing
ATS2i	numeric	583 unique values 0 missing
Chi0_AEA.ri.	numeric	578 unique values 0 missing
GATS7s	numeric	724 unique values 0 missing
nOHs	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	635 unique values 0 missing
TPC	numeric	539 unique values 0 missing
ATS2m	numeric	579 unique values 0 missing
Chi0_EA	numeric	578 unique values 0 missing
GATS7v	numeric	371 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	138 unique values 0 missing
TPSA.NO.	numeric	348 unique values 0 missing
ATS2p	numeric	568 unique values 0 missing
Chi0_EA.bo.	numeric	738 unique values 0 missing
GATS8e	numeric	696 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	645 unique values 0 missing
TPSA.Tot.	numeric	394 unique values 0 missing
ATS2s	numeric	684 unique values 0 missing
Chi0_EA.dm.	numeric	781 unique values 0 missing
GATS8i	numeric	437 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	821 unique values 0 missing
TRS	numeric	30 unique values 0 missing
ATS2v	numeric	557 unique values 0 missing
Chi0_EA.ed.	numeric	733 unique values 0 missing
GATS8m	numeric	571 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	587 unique values 0 missing
TWC	numeric	554 unique values 0 missing
ATS3e	numeric	663 unique values 0 missing
Chi0_EA.ri.	numeric	1047 unique values 0 missing
GATS8p	numeric	439 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	477 unique values 0 missing
Uc	numeric	35 unique values 0 missing
ATS3i	numeric	643 unique values 0 missing
Chi1_AEA.bo.	numeric	672 unique values 0 missing
GATS8s	numeric	746 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	616 unique values 0 missing
Ui	numeric	40 unique values 0 missing
ATS3m	numeric	611 unique values 0 missing
Chi1_AEA.dm.	numeric	672 unique values 0 missing
GATS8v	numeric	430 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	482 unique values 0 missing
Uindex	numeric	756 unique values 0 missing
ATS3p	numeric	652 unique values 0 missing
Chi1_AEA.ed.	numeric	672 unique values 0 missing
GGI1	numeric	40 unique values 0 missing
nPyridazines	numeric	3 unique values 0 missing
SM08_EA	numeric	593 unique values 0 missing
UNIP	numeric	225 unique values 0 missing
ATS3s	numeric	635 unique values 0 missing
Chi1_AEA.ri.	numeric	672 unique values 0 missing
GGI10	numeric	218 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM08_EA.bo.	numeric	619 unique values 0 missing
VAR	numeric	200 unique values 0 missing
ATS3v	numeric	609 unique values 0 missing
Chi1_EA	numeric	672 unique values 0 missing
GGI2	numeric	64 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	243 unique values 0 missing
Vindex	numeric	163 unique values 0 missing
ATS4e	numeric	721 unique values 0 missing
Chi1_EA.bo.	numeric	769 unique values 0 missing
GGI3	numeric	265 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	650 unique values 0 missing
VvdwMG	numeric	760 unique values 0 missing
ATS4i	numeric	723 unique values 0 missing
Chi1_EA.dm.	numeric	810 unique values 0 missing
GGI4	numeric	543 unique values 0 missing
nPyrrolidines	numeric	6 unique values 0 missing
SM08_EA.ri.	numeric	809 unique values 0 missing
VvdwZAZ	numeric	831 unique values 0 missing
ATS4m	numeric	660 unique values 0 missing
Chi1_EA.ed.	numeric	699 unique values 0 missing
GGI5	numeric	415 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	268 unique values 0 missing
Vx	numeric	760 unique values 0 missing
ATS4p	numeric	679 unique values 0 missing
Chi1_EA.ri.	numeric	1066 unique values 0 missing
GGI6	numeric	445 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	499 unique values 0 missing
Wap	numeric	690 unique values 0 missing
ATS4s	numeric	722 unique values 0 missing
CIC0	numeric	591 unique values 0 missing
GGI7	numeric	377 unique values 0 missing
nR05	numeric	7 unique values 0 missing
SM09_AEA.ed.	numeric	595 unique values 0 missing
X.	numeric	76 unique values 0 missing
ATS4v	numeric	657 unique values 0 missing
CIC1	numeric	706 unique values 0 missing
GGI8	numeric	357 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM09_AEA.ri.	numeric	529 unique values 0 missing
X0	numeric	390 unique values 0 missing
ATS5e	numeric	727 unique values 0 missing
CIC2	numeric	688 unique values 0 missing
GGI9	numeric	301 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM09_EA	numeric	620 unique values 0 missing
X0A	numeric	88 unique values 0 missing
ATS5i	numeric	744 unique values 0 missing
CIC3	numeric	544 unique values 0 missing
GMTI	numeric	764 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	649 unique values 0 missing
X0Av	numeric	156 unique values 0 missing
ATS5m	numeric	664 unique values 0 missing
CIC4	numeric	486 unique values 0 missing
GMTIV	numeric	1094 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	129 unique values 0 missing
X0sol	numeric	485 unique values 0 missing
ATS5p	numeric	667 unique values 0 missing
CIC5	numeric	467 unique values 0 missing
GNar	numeric	239 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM09_EA.ed.	numeric	641 unique values 0 missing
X0v	numeric	866 unique values 0 missing
ATS5s	numeric	734 unique values 0 missing
CID	numeric	382 unique values 0 missing
H.	numeric	187 unique values 0 missing
nR11	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	865 unique values 0 missing
X1	numeric	607 unique values 0 missing
ATS5v	numeric	655 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
H.046	numeric	30 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	391 unique values 0 missing
X1A	numeric	55 unique values 0 missing
ATS6e	numeric	725 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	41 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	308 unique values 0 missing
X1Av	numeric	170 unique values 0 missing
ATS6i	numeric	725 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	4 unique values 0 missing
nRCO	numeric	4 unique values 0 missing
SM10_AEA.ed.	numeric	623 unique values 0 missing
X1Kup	numeric	988 unique values 0 missing
ATS6m	numeric	690 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nRCONH2	numeric	5 unique values 0 missing
SM10_AEA.ri.	numeric	542 unique values 0 missing
X1Mad	numeric	1005 unique values 0 missing
ATS6p	numeric	699 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	25 unique values 0 missing
nRCONHR	numeric	14 unique values 0 missing
SM10_EA	numeric	627 unique values 0 missing
X1MulPer	numeric	968 unique values 0 missing
ATS6s	numeric	765 unique values 0 missing
CSI	numeric	567 unique values 0 missing
H.051	numeric	12 unique values 0 missing
nRCONR2	numeric	6 unique values 0 missing
SM10_EA.bo.	numeric	653 unique values 0 missing
X1Per	numeric	974 unique values 0 missing
ATS6v	numeric	692 unique values 0 missing
DBI	numeric	81 unique values 0 missing
H.052	numeric	30 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM10_EA.dm.	numeric	212 unique values 0 missing
X1sol	numeric	649 unique values 0 missing
ATS7e	numeric	733 unique values 0 missing
D.Dtr03	numeric	26 unique values 0 missing
H.053	numeric	4 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	657 unique values 0 missing
X1v	numeric	989 unique values 0 missing
ATS7i	numeric	740 unique values 0 missing
D.Dtr04	numeric	7 unique values 0 missing
H.054	numeric	2 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	860 unique values 0 missing
X2	numeric	722 unique values 0 missing
ATS7m	numeric	739 unique values 0 missing
D.Dtr05	numeric	550 unique values 0 missing
HDcpx	numeric	213 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM11_AEA.bo.	numeric	414 unique values 0 missing
X2A	numeric	63 unique values 0 missing
ATS7p	numeric	716 unique values 0 missing
D.Dtr06	numeric	771 unique values 0 missing
HNar	numeric	244 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM11_AEA.dm.	numeric	495 unique values 0 missing
X2Av	numeric	148 unique values 0 missing
ATS7s	numeric	776 unique values 0 missing
D.Dtr07	numeric	93 unique values 0 missing
HVcpx	numeric	518 unique values 0 missing
nRNH2	numeric	8 unique values 0 missing
SM11_AEA.ed.	numeric	634 unique values 0 missing
X2sol	numeric	736 unique values 0 missing
ATS7v	numeric	707 unique values 0 missing
D.Dtr08	numeric	2 unique values 0 missing
Hy	numeric	306 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	292 unique values 0 missing
X2v	numeric	1042 unique values 0 missing
ATS8e	numeric	796 unique values 0 missing
D.Dtr09	numeric	281 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRNHR	numeric	4 unique values 0 missing
SM11_EA	numeric	631 unique values 0 missing
X3	numeric	723 unique values 0 missing
ATS8i	numeric	804 unique values 0 missing
D.Dtr10	numeric	262 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM11_EA.bo.	numeric	658 unique values 0 missing
X3A	numeric	54 unique values 0 missing
ATS8m	numeric	737 unique values 0 missing
D.Dtr11	numeric	92 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	127 unique values 0 missing
X3Av	numeric	102 unique values 0 missing
ATS8p	numeric	755 unique values 0 missing
D.Dtr12	numeric	4 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	633 unique values 0 missing
X3sol	numeric	740 unique values 0 missing
ATS8s	numeric	780 unique values 0 missing
DECC	numeric	552 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_EA.ri.	numeric	860 unique values 0 missing
X3v	numeric	1040 unique values 0 missing
ATS8v	numeric	748 unique values 0 missing
DELS	numeric	1155 unique values 0 missing
IAC	numeric	752 unique values 0 missing
NRS	numeric	9 unique values 0 missing
SM12_AEA.bo.	numeric	454 unique values 0 missing
X4	numeric	726 unique values 0 missing
ATSC1e	numeric	232 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	422 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	568 unique values 0 missing
X4A	numeric	37 unique values 0 missing
ATSC1i	numeric	510 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	602 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	627 unique values 0 missing
X4Av	numeric	68 unique values 0 missing
ATSC1m	numeric	862 unique values 0 missing
DLS_01	numeric	5 unique values 0 missing
IC2	numeric	694 unique values 0 missing
nS	numeric	5 unique values 0 missing
SM12_AEA.ri.	numeric	357 unique values 0 missing
X4sol	numeric	733 unique values 0 missing
ATSC1p	numeric	824 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC3	numeric	590 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
SM12_EA	numeric	625 unique values 0 missing
X4v	numeric	1031 unique values 0 missing
ATSC1s	numeric	1033 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC4	numeric	546 unique values 0 missing
NsCH3	numeric	14 unique values 0 missing
SM12_EA.bo.	numeric	651 unique values 0 missing
X5	numeric	735 unique values 0 missing
ATSC1v	numeric	844 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IC5	numeric	534 unique values 0 missing
NsCl	numeric	3 unique values 0 missing
SM12_EA.dm.	numeric	191 unique values 0 missing
X5A	numeric	34 unique values 0 missing
ATSC2e	numeric	547 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	405 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM12_EA.ed.	numeric	615 unique values 0 missing
X5Av	numeric	49 unique values 0 missing
ATSC2i	numeric	667 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDDE	numeric	364 unique values 0 missing
nSH	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	868 unique values 0 missing
X5sol	numeric	744 unique values 0 missing
ATSC2m	numeric	984 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	279 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM13_AEA.bo.	numeric	481 unique values 0 missing
X5v	numeric	1016 unique values 0 missing
ATSC2p	numeric	945 unique values 0 missing
DLS_cons	numeric	45 unique values 0 missing
IDE	numeric	549 unique values 0 missing
nSK	numeric	53 unique values 0 missing
SM13_AEA.dm.	numeric	619 unique values 0 missing
Xindex	numeric	203 unique values 0 missing
ATSC2s	numeric	1124 unique values 0 missing
Dz	numeric	230 unique values 0 missing
IDET	numeric	770 unique values 0 missing
NsNH2	numeric	10 unique values 0 missing
SM13_AEA.ed.	numeric	621 unique values 0 missing
XMOD	numeric	1023 unique values 0 missing
ATSC2v	numeric	961 unique values 0 missing
ECC	numeric	403 unique values 0 missing
IDM	numeric	580 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	417 unique values 0 missing
Xt	numeric	111 unique values 0 missing
ATSC3e	numeric	555 unique values 0 missing
Eig01_AEA.bo.	numeric	291 unique values 0 missing
IDMT	numeric	772 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM13_EA	numeric	650 unique values 0 missing
Xu	numeric	754 unique values 0 missing
ATSC3i	numeric	770 unique values 0 missing
Eig01_AEA.dm.	numeric	338 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NsOH	numeric	7 unique values 0 missing
SM13_EA.bo.	numeric	663 unique values 0 missing
Yindex	numeric	369 unique values 0 missing
ATSC3m	numeric	1090 unique values 0 missing
Eig01_AEA.ed.	numeric	247 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NssCH2	numeric	28 unique values 0 missing
SM13_EA.dm.	numeric	121 unique values 0 missing
ZM1	numeric	93 unique values 0 missing
ATSC3p	numeric	1050 unique values 0 missing
Eig01_AEA.ri.	numeric	315 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	617 unique values 0 missing
ZM1Kup	numeric	879 unique values 0 missing
ATSC3s	numeric	1154 unique values 0 missing
Eig01_EA	numeric	268 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NssNH	numeric	15 unique values 0 missing
SM13_EA.ri.	numeric	896 unique values 0 missing
ZM1Mad	numeric	981 unique values 0 missing
ATSC3v	numeric	1068 unique values 0 missing
Eig01_EA.bo.	numeric	292 unique values 0 missing
ISIZ	numeric	85 unique values 0 missing
NssO	numeric	4 unique values 0 missing
SM14_AEA.bo.	numeric	498 unique values 0 missing
ZM1MulPer	numeric	1072 unique values 0 missing
ATSC4e	numeric	707 unique values 0 missing
Eig01_EA.dm.	numeric	78 unique values 0 missing
IVDE	numeric	301 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	628 unique values 0 missing
ZM1Per	numeric	1062 unique values 0 missing
ATSC4i	numeric	835 unique values 0 missing
Eig01_EA.ed.	numeric	308 unique values 0 missing
IVDM	numeric	307 unique values 0 missing
NsssCH	numeric	17 unique values 0 missing
SM14_AEA.ed.	numeric	651 unique values 0 missing
ZM1V	numeric	227 unique values 0 missing
ATSC4m	numeric	1143 unique values 0 missing
Eig01_EA.ri.	numeric	334 unique values 0 missing
JGI1	numeric	143 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM14_AEA.ri.	numeric	443 unique values 0 missing
ZM2	numeric	172 unique values 0 missing
ATSC4p	numeric	1101 unique values 0 missing
Eig02_AEA.bo.	numeric	388 unique values 0 missing
JGI10	numeric	16 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM14_EA	numeric	645 unique values 0 missing
ZM2Kup	numeric	1033 unique values 0 missing
ATSC4s	numeric	1157 unique values 0 missing
Eig02_AEA.dm.	numeric	466 unique values 0 missing
JGI2	numeric	66 unique values 0 missing
nTB	numeric	2 unique values 0 missing
SM14_EA.bo.	numeric	647 unique values 0 missing
ZM2Mad	numeric	1079 unique values 0 missing
ATSC4v	numeric	1122 unique values 0 missing
Eig02_AEA.ed.	numeric	396 unique values 0 missing
JGI3	numeric	52 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM14_EA.dm.	numeric	184 unique values 0 missing
ZM2MulPer	numeric	1092 unique values 0 missing
ATSC5e	numeric	683 unique values 0 missing
Eig02_AEA.ri.	numeric	451 unique values 0 missing
JGI4	numeric	36 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_EA.ed.	numeric	609 unique values 0 missing
ZM2Per	numeric	1078 unique values 0 missing
ATSC5i	numeric	812 unique values 0 missing
Eig02_EA	numeric	391 unique values 0 missing
JGI5	numeric	30 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM14_EA.ri.	numeric	895 unique values 0 missing
ZM2V	numeric	335 unique values 0 missing
ATSC5m	numeric	1149 unique values 0 missing
Eig02_EA.bo.	numeric	357 unique values 0 missing
JGI6	numeric	24 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM15_AEA.bo.	numeric	478 unique values 0 missing
ATSC5p	numeric	1114 unique values 0 missing
Eig02_EA.dm.	numeric	84 unique values 0 missing
JGI7	numeric	29 unique values 0 missing
NtsC	numeric	2 unique values 0 missing
SM15_AEA.dm.	numeric	618 unique values 0 missing
ATSC5s	numeric	1161 unique values 0 missing
Eig02_EA.ed.	numeric	495 unique values 0 missing
JGI8	numeric	20 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM15_AEA.ed.	numeric	651 unique values 0 missing
ATSC5v	numeric	1125 unique values 0 missing
Eig02_EA.ri.	numeric	427 unique values 0 missing
JGI9	numeric	25 unique values 0 missing
O.	numeric	83 unique values 0 missing
SM15_AEA.ri.	numeric	515 unique values 0 missing
ATSC6e	numeric	669 unique values 0 missing
Eig03_AEA.bo.	numeric	400 unique values 0 missing
JGT	numeric	276 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM15_EA	numeric	661 unique values 0 missing
ATSC6i	numeric	806 unique values 0 missing
Eig03_AEA.dm.	numeric	510 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
O.057	numeric	6 unique values 0 missing
SM15_EA.bo.	numeric	653 unique values 0 missing
ATSC6m	numeric	1137 unique values 0 missing
Eig03_AEA.ed.	numeric	435 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
O.058	numeric	17 unique values 0 missing
SM15_EA.dm.	numeric	119 unique values 0 missing
ATSC6p	numeric	1093 unique values 0 missing
Eig03_AEA.ri.	numeric	517 unique values 0 missing
LOC	numeric	330 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_EA.ed.	numeric	607 unique values 0 missing
ATSC6s	numeric	1155 unique values 0 missing
Eig03_EA	numeric	414 unique values 0 missing
LPRS	numeric	774 unique values 0 missing
O.060	numeric	4 unique values 0 missing
SM15_EA.ri.	numeric	892 unique values 0 missing
ATSC6v	numeric	1108 unique values 0 missing
Eig03_EA.bo.	numeric	417 unique values 0 missing
MATS1e	numeric	254 unique values 0 missing
O.061	numeric	2 unique values 0 missing
SMTI	numeric	752 unique values 0 missing
ATSC7e	numeric	655 unique values 0 missing
Eig03_EA.dm.	numeric	79 unique values 0 missing
MATS1i	numeric	350 unique values 0 missing
ON0	numeric	165 unique values 0 missing
SMTIV	numeric	1093 unique values 0 missing
ATSC7i	numeric	808 unique values 0 missing
Eig03_EA.ed.	numeric	568 unique values 0 missing
MATS1m	numeric	218 unique values 0 missing
ON0V	numeric	576 unique values 0 missing
SNar	numeric	178 unique values 0 missing
ATSC7m	numeric	1123 unique values 0 missing
Eig03_EA.ri.	numeric	517 unique values 0 missing
MATS1p	numeric	222 unique values 0 missing
ON1	numeric	300 unique values 0 missing
Sp	numeric	768 unique values 0 missing
ATSC7p	numeric	1077 unique values 0 missing
Eig04_AEA.bo.	numeric	423 unique values 0 missing
MATS1s	numeric	254 unique values 0 missing
ON1V	numeric	837 unique values 0 missing
SpAD_AEA.bo.	numeric	817 unique values 0 missing
ATSC7s	numeric	1139 unique values 0 missing
Eig04_AEA.dm.	numeric	572 unique values 0 missing
MATS1v	numeric	122 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SpAD_AEA.dm.	numeric	996 unique values 0 missing
ATSC7v	numeric	1107 unique values 0 missing
Eig04_AEA.ed.	numeric	493 unique values 0 missing
MATS2e	numeric	444 unique values 0 missing
PCD	numeric	618 unique values 0 missing
SpAD_AEA.ed.	numeric	760 unique values 0 missing
ATSC8e	numeric	644 unique values 0 missing
Eig04_AEA.ri.	numeric	565 unique values 0 missing
MATS2i	numeric	394 unique values 0 missing
PCR	numeric	329 unique values 0 missing
SpAD_AEA.ri.	numeric	1105 unique values 0 missing
ATSC8i	numeric	802 unique values 0 missing
Eig04_EA	numeric	454 unique values 0 missing
MATS2m	numeric	249 unique values 0 missing
PDI	numeric	173 unique values 0 missing
SpAD_EA	numeric	769 unique values 0 missing
ATSC8m	numeric	1122 unique values 0 missing
Eig04_EA.bo.	numeric	443 unique values 0 missing
MATS2p	numeric	301 unique values 0 missing
PHI	numeric	810 unique values 0 missing
SpAD_EA.bo.	numeric	815 unique values 0 missing
ATSC8p	numeric	1099 unique values 0 missing
Eig04_EA.dm.	numeric	75 unique values 0 missing
MATS2s	numeric	409 unique values 0 missing
piID	numeric	681 unique values 0 missing
SpAD_EA.dm.	numeric	304 unique values 0 missing
ATSC8s	numeric	1139 unique values 0 missing
Eig04_EA.ed.	numeric	619 unique values 0 missing
MATS2v	numeric	265 unique values 0 missing
piPC01	numeric	95 unique values 0 missing
SpAD_EA.ed.	numeric	770 unique values 0 missing
ATSC8v	numeric	1101 unique values 0 missing
Eig04_EA.ri.	numeric	586 unique values 0 missing
MATS3e	numeric	323 unique values 0 missing
piPC02	numeric	229 unique values 0 missing
SpAD_EA.ri.	numeric	1106 unique values 0 missing
BAC	numeric	89 unique values 0 missing
Eig05_AEA.bo.	numeric	492 unique values 0 missing
MATS3i	numeric	361 unique values 0 missing
piPC03	numeric	434 unique values 0 missing
SpDiam_AEA.bo.	numeric	351 unique values 0 missing
BBI	numeric	67 unique values 0 missing
Eig05_AEA.dm.	numeric	601 unique values 0 missing
MATS3m	numeric	303 unique values 0 missing
piPC04	numeric	499 unique values 0 missing
SpDiam_AEA.dm.	numeric	338 unique values 0 missing
BIC0	numeric	140 unique values 0 missing
Eig05_AEA.ed.	numeric	472 unique values 0 missing
MATS3p	numeric	308 unique values 0 missing
piPC05	numeric	555 unique values 0 missing
SpDiam_AEA.ed.	numeric	390 unique values 0 missing
BIC1	numeric	223 unique values 0 missing
Eig05_AEA.ri.	numeric	606 unique values 0 missing
MATS3s	numeric	293 unique values 0 missing
piPC06	numeric	606 unique values 0 missing
SpDiam_AEA.ri.	numeric	428 unique values 0 missing
BIC2	numeric	215 unique values 0 missing
Eig05_EA	numeric	481 unique values 0 missing
MATS3v	numeric	290 unique values 0 missing
piPC07	numeric	640 unique values 0 missing
SpDiam_EA	numeric	268 unique values 0 missing
BIC3	numeric	178 unique values 0 missing
Eig05_EA.bo.	numeric	515 unique values 0 missing
MATS4e	numeric	358 unique values 0 missing
piPC08	numeric	658 unique values 0 missing
SpDiam_EA.bo.	numeric	295 unique values 0 missing
BIC4	numeric	154 unique values 0 missing
Eig05_EA.dm.	numeric	59 unique values 0 missing
MATS4i	numeric	309 unique values 0 missing
piPC09	numeric	660 unique values 0 missing
SpDiam_EA.dm.	numeric	101 unique values 0 missing
BIC5	numeric	155 unique values 0 missing
Eig05_EA.ed.	numeric	628 unique values 0 missing
MATS4m	numeric	367 unique values 0 missing
piPC10	numeric	701 unique values 0 missing
SpDiam_EA.ed.	numeric	419 unique values 0 missing
BID	numeric	120 unique values 0 missing
Eig05_EA.ri.	numeric	612 unique values 0 missing
MATS4p	numeric	322 unique values 0 missing
PJI2	numeric	19 unique values 0 missing
SpDiam_EA.ri.	numeric	343 unique values 0 missing
BLI	numeric	383 unique values 0 missing
Eig06_AEA.bo.	numeric	501 unique values 0 missing
MATS4s	numeric	338 unique values 0 missing
Pol	numeric	76 unique values 0 missing
SPI	numeric	740 unique values 0 missing
BLTA96	numeric	350 unique values 0 missing
Eig06_AEA.dm.	numeric	618 unique values 0 missing
MATS4v	numeric	332 unique values 0 missing
Psi_e_0	numeric	1010 unique values 0 missing
SpMAD_AEA.bo.	numeric	149 unique values 0 missing
BLTD48	numeric	341 unique values 0 missing
Eig06_AEA.ed.	numeric	491 unique values 0 missing
MATS5e	numeric	407 unique values 0 missing
Psi_e_1	numeric	961 unique values 0 missing
SpMAD_AEA.dm.	numeric	203 unique values 0 missing
BLTF96	numeric	325 unique values 0 missing
Eig06_AEA.ri.	numeric	613 unique values 0 missing
MATS5i	numeric	357 unique values 0 missing
Psi_e_A	numeric	562 unique values 0 missing
SpMAD_AEA.ed.	numeric	176 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig06_EA	numeric	498 unique values 0 missing
MATS5m	numeric	351 unique values 0 missing
Psi_i_0	numeric	873 unique values 0 missing
SpMAD_AEA.ri.	numeric	137 unique values 0 missing
C.	numeric	157 unique values 0 missing
Eig06_EA.bo.	numeric	479 unique values 0 missing
MATS5p	numeric	340 unique values 0 missing
Psi_i_1	numeric	1018 unique values 0 missing
SpMAD_EA	numeric	129 unique values 0 missing
C.001	numeric	14 unique values 0 missing
Eig06_EA.dm.	numeric	37 unique values 0 missing
MATS5s	numeric	383 unique values 0 missing
Psi_i_A	numeric	562 unique values 0 missing
SpMAD_EA.bo.	numeric	355 unique values 0 missing
C.002	numeric	22 unique values 0 missing
Eig06_EA.ed.	numeric	618 unique values 0 missing
MATS5v	numeric	332 unique values 0 missing
Psi_i_s	numeric	585 unique values 0 missing
SpMAD_EA.dm.	numeric	355 unique values 0 missing
C.003	numeric	7 unique values 0 missing
Eig06_EA.ri.	numeric	600 unique values 0 missing
MATS6e	numeric	489 unique values 0 missing
Psi_i_t	numeric	6 unique values 0 missing
SpMAD_EA.ed.	numeric	522 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	470 unique values 0 missing
MATS6i	numeric	385 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.ri.	numeric	174 unique values 0 missing
C.005	numeric	4 unique values 0 missing
Eig07_AEA.dm.	numeric	618 unique values 0 missing
MATS6m	numeric	410 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	222 unique values 0 missing
C.006	numeric	13 unique values 0 missing
Eig07_AEA.ed.	numeric	511 unique values 0 missing
MATS6p	numeric	347 unique values 0 missing
P_VSA_e_1	numeric	66 unique values 0 missing
SpMax1_Bh.i.	numeric	228 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	616 unique values 0 missing
MATS6s	numeric	409 unique values 0 missing
P_VSA_e_2	numeric	893 unique values 0 missing
SpMax1_Bh.m.	numeric	290 unique values 0 missing
C.008	numeric	13 unique values 0 missing
Eig07_EA	numeric	478 unique values 0 missing
MATS6v	numeric	358 unique values 0 missing
P_VSA_e_3	numeric	193 unique values 0 missing
SpMax1_Bh.p.	numeric	245 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	507 unique values 0 missing
MATS7e	numeric	439 unique values 0 missing
P_VSA_e_4	numeric	3 unique values 0 missing
SpMax1_Bh.s.	numeric	149 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	28 unique values 0 missing
MATS7i	numeric	370 unique values 0 missing
P_VSA_e_5	numeric	73 unique values 0 missing
SpMax1_Bh.v.	numeric	246 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	613 unique values 0 missing
MATS7m	numeric	454 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax2_Bh.e.	numeric	254 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_EA.ri.	numeric	614 unique values 0 missing
MATS7p	numeric	360 unique values 0 missing
P_VSA_i_1	numeric	26 unique values 0 missing
SpMax2_Bh.i.	numeric	231 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	446 unique values 0 missing
MATS7s	numeric	390 unique values 0 missing
P_VSA_i_2	numeric	893 unique values 0 missing
SpMax2_Bh.m.	numeric	356 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig08_AEA.dm.	numeric	600 unique values 0 missing
MATS7v	numeric	369 unique values 0 missing
P_VSA_i_3	numeric	443 unique values 0 missing
SpMax2_Bh.p.	numeric	294 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	532 unique values 0 missing
MATS8e	numeric	507 unique values 0 missing
P_VSA_i_4	numeric	272 unique values 0 missing
SpMax2_Bh.s.	numeric	227 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	553 unique values 0 missing
MATS8i	numeric	357 unique values 0 missing
P_VSA_LogP_1	numeric	47 unique values 0 missing
SpMax2_Bh.v.	numeric	286 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig08_EA	numeric	451 unique values 0 missing
MATS8m	numeric	495 unique values 0 missing
P_VSA_LogP_2	numeric	275 unique values 0 missing
SpMax3_Bh.e.	numeric	283 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	469 unique values 0 missing
MATS8p	numeric	380 unique values 0 missing
P_VSA_LogP_3	numeric	178 unique values 0 missing
SpMax3_Bh.i.	numeric	276 unique values 0 missing
C.024	numeric	22 unique values 0 missing
Eig08_EA.dm.	numeric	25 unique values 0 missing
MATS8s	numeric	506 unique values 0 missing
P_VSA_LogP_4	numeric	264 unique values 0 missing
SpMax3_Bh.m.	numeric	347 unique values 0 missing
C.025	numeric	8 unique values 0 missing
Eig08_EA.ed.	numeric	567 unique values 0 missing
MATS8v	numeric	423 unique values 0 missing
P_VSA_LogP_5	numeric	630 unique values 0 missing
SpMax3_Bh.p.	numeric	315 unique values 0 missing
C.026	numeric	7 unique values 0 missing
Eig08_EA.ri.	numeric	553 unique values 0 missing
MAXDN	numeric	825 unique values 0 missing
P_VSA_LogP_6	numeric	130 unique values 0 missing
SpMax3_Bh.s.	numeric	347 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig09_AEA.bo.	numeric	432 unique values 0 missing
MAXDP	numeric	848 unique values 0 missing
P_VSA_LogP_7	numeric	138 unique values 0 missing
SpMax3_Bh.v.	numeric	315 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig09_AEA.dm.	numeric	556 unique values 0 missing
MCD	numeric	213 unique values 0 missing
P_VSA_LogP_8	numeric	20 unique values 0 missing
SpMax4_Bh.e.	numeric	442 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	503 unique values 0 missing
MDDD	numeric	762 unique values 0 missing
P_VSA_m_1	numeric	65 unique values 0 missing
SpMax4_Bh.i.	numeric	408 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	552 unique values 0 missing
Me	numeric	71 unique values 0 missing
P_VSA_m_2	numeric	899 unique values 0 missing
SpMax4_Bh.m.	numeric	482 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig09_EA	numeric	453 unique values 0 missing
Mi	numeric	58 unique values 0 missing
P_VSA_m_3	numeric	121 unique values 0 missing
SpMax4_Bh.p.	numeric	490 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	474 unique values 0 missing
MLOGP	numeric	740 unique values 0 missing
P_VSA_m_4	numeric	41 unique values 0 missing
SpMax4_Bh.s.	numeric	458 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig09_EA.dm.	numeric	21 unique values 0 missing
MLOGP2	numeric	827 unique values 0 missing
P_VSA_m_5	numeric	3 unique values 0 missing
SpMax4_Bh.v.	numeric	476 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_EA.ed.	numeric	584 unique values 0 missing
Mp	numeric	138 unique values 0 missing
P_VSA_MR_1	numeric	116 unique values 0 missing
SpMax5_Bh.e.	numeric	532 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	537 unique values 0 missing
MPC01	numeric	57 unique values 0 missing
P_VSA_MR_2	numeric	217 unique values 0 missing
SpMax5_Bh.i.	numeric	511 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	424 unique values 0 missing
MPC02	numeric	67 unique values 0 missing
P_VSA_MR_3	numeric	15 unique values 0 missing
SpMax5_Bh.m.	numeric	575 unique values 0 missing
C.038	numeric	4 unique values 0 missing
Eig10_AEA.dm.	numeric	473 unique values 0 missing
MPC03	numeric	83 unique values 0 missing
P_VSA_MR_4	numeric	5 unique values 0 missing
SpMax5_Bh.p.	numeric	535 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	420 unique values 0 missing
MPC04	numeric	110 unique values 0 missing
P_VSA_MR_5	numeric	671 unique values 0 missing
SpMax5_Bh.s.	numeric	561 unique values 0 missing
C.040	numeric	16 unique values 0 missing
Eig10_AEA.ri.	numeric	468 unique values 0 missing
MPC05	numeric	143 unique values 0 missing
P_VSA_MR_6	numeric	716 unique values 0 missing
SpMax5_Bh.v.	numeric	549 unique values 0 missing
C.041	numeric	5 unique values 0 missing
Eig10_EA	numeric	367 unique values 0 missing
MPC06	numeric	164 unique values 0 missing
P_VSA_MR_7	numeric	102 unique values 0 missing
SpMax6_Bh.e.	numeric	495 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	439 unique values 0 missing
MPC07	numeric	189 unique values 0 missing
P_VSA_MR_8	numeric	15 unique values 0 missing
SpMax6_Bh.i.	numeric	469 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig10_EA.dm.	numeric	21 unique values 0 missing
MPC08	numeric	225 unique values 0 missing
P_VSA_p_1	numeric	146 unique values 0 missing
SpMax6_Bh.m.	numeric	535 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig10_EA.ed.	numeric	474 unique values 0 missing
MPC09	numeric	243 unique values 0 missing
P_VSA_p_2	numeric	360 unique values 0 missing
SpMax6_Bh.p.	numeric	461 unique values 0 missing
CATS2D_00_DD	numeric	10 unique values 0 missing
Eig10_EA.ri.	numeric	464 unique values 0 missing
MPC10	numeric	251 unique values 0 missing
P_VSA_p_3	numeric	892 unique values 0 missing
SpMax6_Bh.s.	numeric	600 unique values 0 missing
CATS2D_00_DP	numeric	10 unique values 0 missing
Eig11_AEA.bo.	numeric	394 unique values 0 missing
MSD	numeric	726 unique values 0 missing
P_VSA_p_4	numeric	3 unique values 0 missing
SpMax6_Bh.v.	numeric	482 unique values 0 missing
CATS2D_00_PP	numeric	10 unique values 0 missing
Eig11_AEA.dm.	numeric	442 unique values 0 missing
Mv	numeric	150 unique values 0 missing
P_VSA_s_1	numeric	7 unique values 0 missing
SpMax7_Bh.e.	numeric	439 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
Eig11_AEA.ed.	numeric	390 unique values 0 missing
MW	numeric	799 unique values 0 missing
P_VSA_s_2	numeric	105 unique values 0 missing
SpMax7_Bh.i.	numeric	425 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig11_AEA.ri.	numeric	500 unique values 0 missing
MWC01	numeric	57 unique values 0 missing
P_VSA_s_3	numeric	788 unique values 0 missing
SpMax7_Bh.m.	numeric	497 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
Eig11_EA	numeric	393 unique values 0 missing
MWC02	numeric	93 unique values 0 missing
P_VSA_s_4	numeric	488 unique values 0 missing
SpMax7_Bh.p.	numeric	408 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_EA.bo.	numeric	415 unique values 0 missing
MWC03	numeric	172 unique values 0 missing
P_VSA_s_5	numeric	39 unique values 0 missing
SpMax7_Bh.s.	numeric	576 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_EA.dm.	numeric	17 unique values 0 missing
MWC04	numeric	314 unique values 0 missing
P_VSA_s_6	numeric	336 unique values 0 missing
SpMax7_Bh.v.	numeric	430 unique values 0 missing
CATS2D_01_LL	numeric	39 unique values 0 missing
Eig11_EA.ed.	numeric	453 unique values 0 missing
MWC05	numeric	478 unique values 0 missing
P_VSA_v_1	numeric	65 unique values 0 missing
SpMax8_Bh.e.	numeric	416 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig11_EA.ri.	numeric	488 unique values 0 missing
MWC06	numeric	496 unique values 0 missing
P_VSA_v_2	numeric	472 unique values 0 missing
SpMax8_Bh.i.	numeric	423 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig12_AEA.bo.	numeric	447 unique values 0 missing
MWC07	numeric	513 unique values 0 missing
P_VSA_v_3	numeric	892 unique values 0 missing
SpMax8_Bh.m.	numeric	435 unique values 0 missing
CATS2D_02_AL	numeric	18 unique values 0 missing
Eig12_AEA.dm.	numeric	455 unique values 0 missing
MWC08	numeric	534 unique values 0 missing
P_VSA_v_4	numeric	2 unique values 0 missing
SpMax8_Bh.p.	numeric	408 unique values 0 missing
CATS2D_02_AP	numeric	12 unique values 0 missing
Eig12_AEA.ed.	numeric	391 unique values 0 missing
MWC09	numeric	544 unique values 0 missing
PW2	numeric	64 unique values 0 missing
SpMax8_Bh.s.	numeric	614 unique values 0 missing
CATS2D_02_DA	numeric	19 unique values 0 missing
Eig12_AEA.ri.	numeric	534 unique values 0 missing
MWC10	numeric	542 unique values 0 missing
PW3	numeric	79 unique values 0 missing
SpMax8_Bh.v.	numeric	408 unique values 0 missing
CATS2D_02_DD	numeric	5 unique values 0 missing
Eig12_EA	numeric	411 unique values 0 missing
N.	numeric	100 unique values 0 missing
PW4	numeric	79 unique values 0 missing
SpMaxA_AEA.bo.	numeric	130 unique values 0 missing
CATS2D_02_DL	numeric	18 unique values 0 missing
Eig12_EA.bo.	numeric	501 unique values 0 missing
N.066	numeric	8 unique values 0 missing
PW5	numeric	60 unique values 0 missing
SpMaxA_AEA.dm.	numeric	120 unique values 0 missing
CATS2D_02_DP	numeric	6 unique values 0 missing
Eig12_EA.dm.	numeric	19 unique values 0 missing
N.067	numeric	4 unique values 0 missing
Qindex	numeric	46 unique values 0 missing
SpMaxA_AEA.ed.	numeric	162 unique values 0 missing
CATS2D_02_LL	numeric	37 unique values 0 missing
Eig12_EA.ed.	numeric	467 unique values 0 missing
N.068	numeric	4 unique values 0 missing
Ram	numeric	31 unique values 0 missing
SpMaxA_AEA.ri.	numeric	122 unique values 0 missing
CATS2D_02_NL	numeric	4 unique values 0 missing
Eig12_EA.ri.	numeric	536 unique values 0 missing
N.069	numeric	3 unique values 0 missing
RBF	numeric	172 unique values 0 missing
SpMaxA_EA	numeric	96 unique values 0 missing
CATS2D_02_PL	numeric	6 unique values 0 missing
Eig13_AEA.bo.	numeric	478 unique values 0 missing
N.070	numeric	3 unique values 0 missing
RBN	numeric	37 unique values 0 missing
SpMax_AEA.bo.	numeric	291 unique values 0 missing
CATS2D_02_PP	numeric	5 unique values 0 missing
Eig13_AEA.dm.	numeric	519 unique values 0 missing
N.071	numeric	3 unique values 0 missing
Rbrid	numeric	5 unique values 0 missing
SpMaxA_EA.bo.	numeric	129 unique values 0 missing
CATS2D_03_AA	numeric	6 unique values 0 missing
Eig13_AEA.ed.	numeric	452 unique values 0 missing
N.072	numeric	16 unique values 0 missing
RCI	numeric	49 unique values 0 missing
SpMax_AEA.dm.	numeric	338 unique values 0 missing
CATS2D_03_AL	numeric	25 unique values 0 missing
Eig13_AEA.ri.	numeric	597 unique values 0 missing
N.073	numeric	3 unique values 0 missing
RDCHI	numeric	618 unique values 0 missing
SpMaxA_EA.dm.	numeric	124 unique values 0 missing
CATS2D_03_AP	numeric	4 unique values 0 missing
Eig13_EA	numeric	431 unique values 0 missing
N.074	numeric	5 unique values 0 missing
RDSQ	numeric	775 unique values 0 missing
SpMax_AEA.ed.	numeric	247 unique values 0 missing
CATS2D_03_DA	numeric	18 unique values 0 missing
Eig13_EA.bo.	numeric	519 unique values 0 missing
N.075	numeric	6 unique values 0 missing
RFD	numeric	37 unique values 0 missing
SpMaxA_EA.ed.	numeric	247 unique values 0 missing
CATS2D_03_DD	numeric	13 unique values 0 missing
Eig13_EA.dm.	numeric	15 unique values 0 missing
N.076	numeric	2 unique values 0 missing
Rperim	numeric	31 unique values 0 missing
SpMax_AEA.ri.	numeric	315 unique values 0 missing
CATS2D_03_DL	numeric	29 unique values 0 missing
Eig13_EA.ed.	numeric	482 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1199

Number of instances (rows) of the dataset.

NumberOfFeatures

1363

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

1362

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

6.94

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

Dimensionality

1.14

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.93

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

4.18

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

3360.45

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

1.7

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

0.43

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.99

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.52

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

1199

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

58.78

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

133164.35

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

6.83

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-34.63

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

6.81

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

34.63

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.75

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.89

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

MaxStdDevOfNumericAtts

1332638.12

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.25

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

66.84

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.19

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

393.35

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.18

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

AutoCorrelation

-0.11

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