OpenML

JavaScript is required to properly view the contents of this page!

Explore
- Data
- Task
- Flow
- Run
- Study
- Task type
- Measure
- People
Help
Blog
Contact
Please cite us

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2996

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes

Issue	#Downvotes for this reason	By

Loading wiki

Help us complete this description Edit

This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL2996 (TID: 12247), and it has 1403 rows and 1395 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).

1397 features

pXC50 (target)	numeric	358 unique values 0 missing
molecule_id (row identifier)	nominal	1403 unique values 0 missing
CATS2D_08_DL	numeric	13 unique values 0 missing
GATS3s	numeric	567 unique values 0 missing
nCsp3	numeric	28 unique values 0 missing
SM02_AEA.ri.	numeric	935 unique values 0 missing
SpMin6_Bh.v.	numeric	552 unique values 0 missing
AAC	numeric	528 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
GATS3v	numeric	371 unique values 0 missing
nCt	numeric	8 unique values 0 missing
SM02_EA	numeric	70 unique values 0 missing
SpMin7_Bh.e.	numeric	573 unique values 0 missing
AECC	numeric	861 unique values 0 missing
CATS2D_08_DP	numeric	6 unique values 0 missing
GATS4e	numeric	635 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	303 unique values 0 missing
SpMin7_Bh.i.	numeric	575 unique values 0 missing
ALOGP	numeric	1102 unique values 0 missing
CATS2D_08_LL	numeric	28 unique values 0 missing
GATS4i	numeric	446 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	402 unique values 0 missing
SpMin7_Bh.m.	numeric	558 unique values 0 missing
ALOGP2	numeric	1228 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4m	numeric	473 unique values 0 missing
nDB	numeric	8 unique values 0 missing
SM02_EA.ed.	numeric	439 unique values 0 missing
SpMin7_Bh.p.	numeric	573 unique values 0 missing
AMR	numeric	1239 unique values 0 missing
CATS2D_08_PL	numeric	8 unique values 0 missing
GATS4p	numeric	463 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	714 unique values 0 missing
SpMin7_Bh.s.	numeric	521 unique values 0 missing
AMW	numeric	881 unique values 0 missing
CATS2D_08_PP	numeric	3 unique values 0 missing
GATS4s	numeric	695 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	624 unique values 0 missing
SpMin7_Bh.v.	numeric	566 unique values 0 missing
ARR	numeric	248 unique values 0 missing
CATS2D_09_AA	numeric	5 unique values 0 missing
GATS4v	numeric	431 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	650 unique values 0 missing
SpMin8_Bh.e.	numeric	558 unique values 0 missing
ATS1e	numeric	693 unique values 0 missing
CATS2D_09_AL	numeric	22 unique values 0 missing
GATS5e	numeric	693 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM03_AEA.ed.	numeric	638 unique values 0 missing
SpMin8_Bh.i.	numeric	549 unique values 0 missing
ATS1i	numeric	704 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5i	numeric	465 unique values 0 missing
NdO	numeric	7 unique values 0 missing
SM03_AEA.ri.	numeric	902 unique values 0 missing
SpMin8_Bh.m.	numeric	584 unique values 0 missing
ATS1m	numeric	673 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS5m	numeric	529 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_EA	numeric	29 unique values 0 missing
SpMin8_Bh.p.	numeric	566 unique values 0 missing
ATS1p	numeric	687 unique values 0 missing
CATS2D_09_DA	numeric	9 unique values 0 missing
GATS5p	numeric	484 unique values 0 missing
NdsCH	numeric	7 unique values 0 missing
SM03_EA.bo.	numeric	144 unique values 0 missing
SpMin8_Bh.s.	numeric	479 unique values 0 missing
ATS1s	numeric	698 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5s	numeric	758 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM03_EA.dm.	numeric	74 unique values 0 missing
SpMin8_Bh.v.	numeric	550 unique values 0 missing
ATS1v	numeric	672 unique values 0 missing
CATS2D_09_DL	numeric	11 unique values 0 missing
GATS5v	numeric	415 unique values 0 missing
NdssC	numeric	10 unique values 0 missing
SM03_EA.ed.	numeric	443 unique values 0 missing
SRW02	numeric	45 unique values 0 missing
ATS2e	numeric	742 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6e	numeric	703 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	655 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS2i	numeric	758 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS6i	numeric	480 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	661 unique values 0 missing
SRW04	numeric	153 unique values 0 missing
ATS2m	numeric	700 unique values 0 missing
CATS2D_09_LL	numeric	25 unique values 0 missing
GATS6m	numeric	531 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	670 unique values 0 missing
SRW05	numeric	11 unique values 0 missing
ATS2p	numeric	730 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS6p	numeric	479 unique values 0 missing
nF	numeric	6 unique values 0 missing
SM04_AEA.ed.	numeric	707 unique values 0 missing
SRW06	numeric	493 unique values 0 missing
ATS2s	numeric	766 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6s	numeric	745 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_AEA.ri.	numeric	872 unique values 0 missing
SRW07	numeric	41 unique values 0 missing
ATS2v	numeric	697 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	430 unique values 0 missing
nH	numeric	53 unique values 0 missing
SM04_EA	numeric	288 unique values 0 missing
SRW08	numeric	683 unique values 0 missing
ATS3e	numeric	778 unique values 0 missing
CENT	numeric	909 unique values 0 missing
GATS7e	numeric	764 unique values 0 missing
nHAcc	numeric	19 unique values 0 missing
SM04_EA.bo.	numeric	696 unique values 0 missing
SRW09	numeric	128 unique values 0 missing
ATS3i	numeric	798 unique values 0 missing
Chi0_AEA.bo.	numeric	842 unique values 0 missing
GATS7i	numeric	495 unique values 0 missing
nHDon	numeric	11 unique values 0 missing
SM04_EA.dm.	numeric	455 unique values 0 missing
SRW10	numeric	712 unique values 0 missing
ATS3m	numeric	732 unique values 0 missing
Chi0_AEA.dm.	numeric	842 unique values 0 missing
GATS7m	numeric	567 unique values 0 missing
nHet	numeric	18 unique values 0 missing
SM04_EA.ed.	numeric	803 unique values 0 missing
SsBr	numeric	31 unique values 0 missing
ATS3p	numeric	773 unique values 0 missing
Chi0_AEA.ed.	numeric	842 unique values 0 missing
GATS7p	numeric	514 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM04_EA.ri.	numeric	763 unique values 0 missing
SsCH3	numeric	781 unique values 0 missing
ATS3s	numeric	788 unique values 0 missing
Chi0_AEA.ri.	numeric	842 unique values 0 missing
GATS7s	numeric	822 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	672 unique values 0 missing
SsCl	numeric	153 unique values 0 missing
ATS3v	numeric	751 unique values 0 missing
Chi0_EA	numeric	842 unique values 0 missing
GATS7v	numeric	438 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	705 unique values 0 missing
SsF	numeric	230 unique values 0 missing
ATS4e	numeric	861 unique values 0 missing
Chi0_EA.bo.	numeric	1046 unique values 0 missing
GATS8e	numeric	774 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	732 unique values 0 missing
SsI	numeric	11 unique values 0 missing
ATS4i	numeric	854 unique values 0 missing
Chi0_EA.dm.	numeric	1028 unique values 0 missing
GATS8i	numeric	503 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	883 unique values 0 missing
SsNH2	numeric	308 unique values 0 missing
ATS4m	numeric	811 unique values 0 missing
Chi0_EA.ed.	numeric	1078 unique values 0 missing
GATS8m	numeric	591 unique values 0 missing
nN	numeric	13 unique values 0 missing
SM05_EA	numeric	145 unique values 0 missing
SsOH	numeric	360 unique values 0 missing
ATS4p	numeric	840 unique values 0 missing
Chi0_EA.ri.	numeric	1233 unique values 0 missing
GATS8p	numeric	525 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	735 unique values 0 missing
SssCH2	numeric	894 unique values 0 missing
ATS4s	numeric	847 unique values 0 missing
Chi1_AEA.bo.	numeric	1003 unique values 0 missing
GATS8s	numeric	852 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	121 unique values 0 missing
SsSH	numeric	3 unique values 0 missing
ATS4v	numeric	815 unique values 0 missing
Chi1_AEA.dm.	numeric	1003 unique values 0 missing
GATS8v	numeric	465 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	845 unique values 0 missing
SssNH	numeric	815 unique values 0 missing
ATS5e	numeric	888 unique values 0 missing
Chi1_AEA.ed.	numeric	1003 unique values 0 missing
GGI1	numeric	29 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	820 unique values 0 missing
SssO	numeric	448 unique values 0 missing
ATS5i	numeric	875 unique values 0 missing
Chi1_AEA.ri.	numeric	1003 unique values 0 missing
GGI10	numeric	301 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	688 unique values 0 missing
SssS	numeric	40 unique values 0 missing
ATS5m	numeric	844 unique values 0 missing
Chi1_EA	numeric	1003 unique values 0 missing
GGI2	numeric	58 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	713 unique values 0 missing
SsssCH	numeric	406 unique values 0 missing
ATS5p	numeric	855 unique values 0 missing
Chi1_EA.bo.	numeric	1093 unique values 0 missing
GGI3	numeric	345 unique values 0 missing
NNRS	numeric	21 unique values 0 missing
SM06_AEA.ed.	numeric	758 unique values 0 missing
SsssN	numeric	416 unique values 0 missing
ATS5s	numeric	876 unique values 0 missing
Chi1_EA.dm.	numeric	1051 unique values 0 missing
GGI4	numeric	768 unique values 0 missing
nO	numeric	15 unique values 0 missing
SM06_AEA.ri.	numeric	865 unique values 0 missing
SssssC	numeric	192 unique values 0 missing
ATS5v	numeric	866 unique values 0 missing
Chi1_EA.ed.	numeric	1016 unique values 0 missing
GGI5	numeric	564 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_EA	numeric	737 unique values 0 missing
SssssN.	numeric	2 unique values 0 missing
ATS6e	numeric	912 unique values 0 missing
Chi1_EA.ri.	numeric	1252 unique values 0 missing
GGI6	numeric	656 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	765 unique values 0 missing
StCH	numeric	5 unique values 0 missing
ATS6i	numeric	920 unique values 0 missing
CIC0	numeric	797 unique values 0 missing
GGI7	numeric	586 unique values 0 missing
nOHt	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	418 unique values 0 missing
StN	numeric	221 unique values 0 missing
ATS6m	numeric	862 unique values 0 missing
CIC1	numeric	843 unique values 0 missing
GGI8	numeric	514 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	869 unique values 0 missing
StsC	numeric	185 unique values 0 missing
ATS6p	numeric	884 unique values 0 missing
CIC2	numeric	768 unique values 0 missing
GGI9	numeric	399 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	831 unique values 0 missing
Sv	numeric	1075 unique values 0 missing
ATS6s	numeric	900 unique values 0 missing
CIC3	numeric	618 unique values 0 missing
GMTI	numeric	1120 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	719 unique values 0 missing
TIC0	numeric	1009 unique values 0 missing
ATS6v	numeric	900 unique values 0 missing
CIC4	numeric	564 unique values 0 missing
GMTIV	numeric	1305 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	728 unique values 0 missing
TIC1	numeric	1191 unique values 0 missing
ATS7e	numeric	947 unique values 0 missing
CIC5	numeric	553 unique values 0 missing
GNar	numeric	284 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM07_AEA.ed.	numeric	790 unique values 0 missing
TIC2	numeric	1188 unique values 0 missing
ATS7i	numeric	916 unique values 0 missing
CID	numeric	569 unique values 0 missing
H.	numeric	224 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	862 unique values 0 missing
TIC3	numeric	982 unique values 0 missing
ATS7m	numeric	913 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	38 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM07_EA	numeric	600 unique values 0 missing
TIC4	numeric	918 unique values 0 missing
ATS7p	numeric	922 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	33 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	805 unique values 0 missing
TIC5	numeric	903 unique values 0 missing
ATS7s	numeric	920 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	4 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	129 unique values 0 missing
TIE	numeric	1332 unique values 0 missing
ATS7v	numeric	927 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	889 unique values 0 missing
TPC	numeric	841 unique values 0 missing
ATS8e	numeric	958 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	11 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	860 unique values 0 missing
TPSA.NO.	numeric	674 unique values 0 missing
ATS8i	numeric	961 unique values 0 missing
CSI	numeric	741 unique values 0 missing
H.051	numeric	9 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	732 unique values 0 missing
TPSA.Tot.	numeric	717 unique values 0 missing
ATS8m	numeric	935 unique values 0 missing
DBI	numeric	71 unique values 0 missing
H.052	numeric	15 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM08_AEA.dm.	numeric	733 unique values 0 missing
TRS	numeric	41 unique values 0 missing
ATS8p	numeric	957 unique values 0 missing
D.Dtr03	numeric	26 unique values 0 missing
H.053	numeric	7 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM08_AEA.ed.	numeric	791 unique values 0 missing
TWC	numeric	766 unique values 0 missing
ATS8s	numeric	960 unique values 0 missing
D.Dtr04	numeric	25 unique values 0 missing
H.054	numeric	2 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM08_AEA.ri.	numeric	856 unique values 0 missing
Uc	numeric	35 unique values 0 missing
ATS8v	numeric	934 unique values 0 missing
D.Dtr05	numeric	848 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM08_EA	numeric	805 unique values 0 missing
Ui	numeric	35 unique values 0 missing
ATSC1e	numeric	297 unique values 0 missing
D.Dtr06	numeric	1137 unique values 0 missing
HDcpx	numeric	277 unique values 0 missing
nR09	numeric	6 unique values 0 missing
SM08_EA.bo.	numeric	812 unique values 0 missing
Uindex	numeric	1125 unique values 0 missing
ATSC1i	numeric	612 unique values 0 missing
D.Dtr07	numeric	53 unique values 0 missing
HNar	numeric	258 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM08_EA.dm.	numeric	360 unique values 0 missing
UNIP	numeric	237 unique values 0 missing
ATSC1m	numeric	1134 unique values 0 missing
D.Dtr08	numeric	60 unique values 0 missing
HVcpx	numeric	729 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_EA.ed.	numeric	917 unique values 0 missing
VAR	numeric	263 unique values 0 missing
ATSC1p	numeric	1068 unique values 0 missing
D.Dtr09	numeric	685 unique values 0 missing
Hy	numeric	537 unique values 0 missing
nR12	numeric	7 unique values 0 missing
SM08_EA.ri.	numeric	884 unique values 0 missing
Vindex	numeric	229 unique values 0 missing
ATSC1s	numeric	1215 unique values 0 missing
D.Dtr10	numeric	199 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	473 unique values 0 missing
VvdwMG	numeric	1027 unique values 0 missing
ATSC1v	numeric	1085 unique values 0 missing
D.Dtr11	numeric	39 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	731 unique values 0 missing
VvdwZAZ	numeric	1098 unique values 0 missing
ATSC2e	numeric	552 unique values 0 missing
D.Dtr12	numeric	61 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	829 unique values 0 missing
Vx	numeric	1027 unique values 0 missing
ATSC2i	numeric	796 unique values 0 missing
DECC	numeric	769 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	847 unique values 0 missing
Wap	numeric	1060 unique values 0 missing
ATSC2m	numeric	1203 unique values 0 missing
DELS	numeric	1313 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_EA	numeric	834 unique values 0 missing
X.	numeric	84 unique values 0 missing
ATSC2p	numeric	1125 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	851 unique values 0 missing
X0	numeric	532 unique values 0 missing
ATSC2s	numeric	1306 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IAC	numeric	1009 unique values 0 missing
nRCONHR	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	119 unique values 0 missing
X0A	numeric	95 unique values 0 missing
ATSC2v	numeric	1176 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC0	numeric	528 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	907 unique values 0 missing
X0Av	numeric	163 unique values 0 missing
ATSC3e	numeric	630 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IC1	numeric	726 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	904 unique values 0 missing
X0sol	numeric	669 unique values 0 missing
ATSC3i	numeric	888 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC2	numeric	788 unique values 0 missing
nRCOOR	numeric	5 unique values 0 missing
SM10_AEA.bo.	numeric	540 unique values 0 missing
X0v	numeric	1138 unique values 0 missing
ATSC3m	numeric	1270 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IC3	numeric	682 unique values 0 missing
nRCOSR	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	720 unique values 0 missing
X1	numeric	866 unique values 0 missing
ATSC3p	numeric	1225 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC4	numeric	657 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	838 unique values 0 missing
X1A	numeric	73 unique values 0 missing
ATSC3s	numeric	1319 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IC5	numeric	656 unique values 0 missing
nR.Cs	numeric	7 unique values 0 missing
SM10_AEA.ri.	numeric	887 unique values 0 missing
X1Av	numeric	131 unique values 0 missing
ATSC3v	numeric	1239 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
ICR	numeric	604 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_EA	numeric	846 unique values 0 missing
X1Kup	numeric	1186 unique values 0 missing
ATSC4e	numeric	699 unique values 0 missing
DLS_cons	numeric	63 unique values 0 missing
IDDE	numeric	420 unique values 0 missing
nRNH2	numeric	4 unique values 0 missing
SM10_EA.bo.	numeric	830 unique values 0 missing
X1Mad	numeric	1213 unique values 0 missing
ATSC4i	numeric	954 unique values 0 missing
Dz	numeric	284 unique values 0 missing
IDDM	numeric	421 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	299 unique values 0 missing
X1MulPer	numeric	1187 unique values 0 missing
ATSC4m	numeric	1314 unique values 0 missing
ECC	numeric	508 unique values 0 missing
IDE	numeric	772 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	932 unique values 0 missing
X1Per	numeric	1186 unique values 0 missing
ATSC4p	numeric	1269 unique values 0 missing
Eig01_AEA.bo.	numeric	457 unique values 0 missing
IDET	numeric	1144 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM10_EA.ri.	numeric	940 unique values 0 missing
X1sol	numeric	949 unique values 0 missing
ATSC4s	numeric	1331 unique values 0 missing
Eig01_AEA.dm.	numeric	542 unique values 0 missing
IDM	numeric	907 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	596 unique values 0 missing
X1v	numeric	1179 unique values 0 missing
ATSC4v	numeric	1272 unique values 0 missing
Eig01_AEA.ed.	numeric	549 unique values 0 missing
IDMT	numeric	1148 unique values 0 missing
nROH	numeric	5 unique values 0 missing
SM11_AEA.dm.	numeric	808 unique values 0 missing
X2	numeric	1056 unique values 0 missing
ATSC5e	numeric	733 unique values 0 missing
Eig01_AEA.ri.	numeric	472 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nROR	numeric	5 unique values 0 missing
SM11_AEA.ed.	numeric	858 unique values 0 missing
X2A	numeric	75 unique values 0 missing
ATSC5i	numeric	963 unique values 0 missing
Eig01_EA	numeric	473 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NRS	numeric	7 unique values 0 missing
SM11_AEA.ri.	numeric	507 unique values 0 missing
X2Av	numeric	112 unique values 0 missing
ATSC5m	numeric	1322 unique values 0 missing
Eig01_EA.bo.	numeric	507 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_EA	numeric	868 unique values 0 missing
X2sol	numeric	1075 unique values 0 missing
ATSC5p	numeric	1287 unique values 0 missing
Eig01_EA.dm.	numeric	108 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA.bo.	numeric	859 unique values 0 missing
X2v	numeric	1207 unique values 0 missing
ATSC5s	numeric	1331 unique values 0 missing
Eig01_EA.ed.	numeric	720 unique values 0 missing
ISIZ	numeric	79 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	112 unique values 0 missing
X3	numeric	1072 unique values 0 missing
ATSC5v	numeric	1290 unique values 0 missing
Eig01_EA.ri.	numeric	475 unique values 0 missing
IVDE	numeric	367 unique values 0 missing
NsCH3	numeric	10 unique values 0 missing
SM11_EA.ed.	numeric	930 unique values 0 missing
X3A	numeric	69 unique values 0 missing
ATSC6e	numeric	694 unique values 0 missing
Eig02_AEA.bo.	numeric	518 unique values 0 missing
IVDM	numeric	414 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.ri.	numeric	943 unique values 0 missing
X3Av	numeric	75 unique values 0 missing
ATSC6i	numeric	965 unique values 0 missing
Eig02_AEA.dm.	numeric	635 unique values 0 missing
JGI1	numeric	169 unique values 0 missing
NsF	numeric	6 unique values 0 missing
SM12_AEA.bo.	numeric	647 unique values 0 missing
X3sol	numeric	1079 unique values 0 missing
ATSC6m	numeric	1307 unique values 0 missing
Eig02_AEA.ed.	numeric	604 unique values 0 missing
JGI10	numeric	22 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	893 unique values 0 missing
X3v	numeric	1187 unique values 0 missing
ATSC6p	numeric	1268 unique values 0 missing
Eig02_AEA.ri.	numeric	558 unique values 0 missing
JGI2	numeric	81 unique values 0 missing
nSK	numeric	44 unique values 0 missing
SM12_AEA.ed.	numeric	850 unique values 0 missing
X4	numeric	1079 unique values 0 missing
ATSC6s	numeric	1330 unique values 0 missing
Eig02_EA	numeric	540 unique values 0 missing
JGI3	numeric	66 unique values 0 missing
NsNH2	numeric	5 unique values 0 missing
SM12_AEA.ri.	numeric	576 unique values 0 missing
X4A	numeric	55 unique values 0 missing
ATSC6v	numeric	1279 unique values 0 missing
Eig02_EA.bo.	numeric	576 unique values 0 missing
JGI4	numeric	54 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_EA	numeric	884 unique values 0 missing
X4Av	numeric	52 unique values 0 missing
ATSC7e	numeric	699 unique values 0 missing
Eig02_EA.dm.	numeric	103 unique values 0 missing
JGI5	numeric	40 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	861 unique values 0 missing
X4sol	numeric	1088 unique values 0 missing
ATSC7i	numeric	973 unique values 0 missing
Eig02_EA.ed.	numeric	808 unique values 0 missing
JGI6	numeric	32 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	276 unique values 0 missing
X4v	numeric	1145 unique values 0 missing
ATSC7m	numeric	1302 unique values 0 missing
Eig02_EA.ri.	numeric	569 unique values 0 missing
JGI7	numeric	28 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	940 unique values 0 missing
X5	numeric	1058 unique values 0 missing
ATSC7p	numeric	1277 unique values 0 missing
Eig03_AEA.bo.	numeric	588 unique values 0 missing
JGI8	numeric	27 unique values 0 missing
NsOH	numeric	7 unique values 0 missing
SM12_EA.ri.	numeric	953 unique values 0 missing
X5A	numeric	46 unique values 0 missing
ATSC7s	numeric	1323 unique values 0 missing
Eig03_AEA.dm.	numeric	702 unique values 0 missing
JGI9	numeric	24 unique values 0 missing
NssCH2	numeric	19 unique values 0 missing
SM13_AEA.bo.	numeric	669 unique values 0 missing
X5Av	numeric	38 unique values 0 missing
ATSC7v	numeric	1284 unique values 0 missing
Eig03_AEA.ed.	numeric	684 unique values 0 missing
JGT	numeric	300 unique values 0 missing
NsSH	numeric	3 unique values 0 missing
SM13_AEA.dm.	numeric	934 unique values 0 missing
X5sol	numeric	1073 unique values 0 missing
ATSC8e	numeric	701 unique values 0 missing
Eig03_AEA.ri.	numeric	643 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM13_AEA.ed.	numeric	884 unique values 0 missing
X5v	numeric	1081 unique values 0 missing
ATSC8i	numeric	976 unique values 0 missing
Eig03_EA	numeric	596 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
NssO	numeric	8 unique values 0 missing
SM13_AEA.ri.	numeric	633 unique values 0 missing
Xindex	numeric	298 unique values 0 missing
ATSC8m	numeric	1307 unique values 0 missing
Eig03_EA.bo.	numeric	633 unique values 0 missing
LOC	numeric	515 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_EA	numeric	888 unique values 0 missing
XMOD	numeric	1249 unique values 0 missing
ATSC8p	numeric	1267 unique values 0 missing
Eig03_EA.dm.	numeric	84 unique values 0 missing
LPRS	numeric	1146 unique values 0 missing
NsssCH	numeric	11 unique values 0 missing
SM13_EA.bo.	numeric	865 unique values 0 missing
Xt	numeric	130 unique values 0 missing
ATSC8s	numeric	1320 unique values 0 missing
Eig03_EA.ed.	numeric	893 unique values 0 missing
MATS1e	numeric	322 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_EA.dm.	numeric	109 unique values 0 missing
Xu	numeric	1122 unique values 0 missing
ATSC8v	numeric	1284 unique values 0 missing
Eig03_EA.ri.	numeric	640 unique values 0 missing
MATS1i	numeric	456 unique values 0 missing
NssssC	numeric	6 unique values 0 missing
SM13_EA.ed.	numeric	946 unique values 0 missing
Yindex	numeric	504 unique values 0 missing
BAC	numeric	119 unique values 0 missing
Eig04_AEA.bo.	numeric	635 unique values 0 missing
MATS1m	numeric	207 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	984 unique values 0 missing
ZM1	numeric	100 unique values 0 missing
BBI	numeric	70 unique values 0 missing
Eig04_AEA.dm.	numeric	714 unique values 0 missing
MATS1p	numeric	317 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	715 unique values 0 missing
ZM1Kup	numeric	1185 unique values 0 missing
BIC0	numeric	190 unique values 0 missing
Eig04_AEA.ed.	numeric	725 unique values 0 missing
MATS1s	numeric	326 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	972 unique values 0 missing
ZM1Mad	numeric	1217 unique values 0 missing
BIC1	numeric	280 unique values 0 missing
Eig04_AEA.ri.	numeric	710 unique values 0 missing
MATS1v	numeric	188 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	900 unique values 0 missing
ZM1MulPer	numeric	1296 unique values 0 missing
BIC2	numeric	234 unique values 0 missing
Eig04_EA	numeric	647 unique values 0 missing
MATS2e	numeric	513 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	673 unique values 0 missing
ZM1Per	numeric	1283 unique values 0 missing
BIC3	numeric	185 unique values 0 missing
Eig04_EA.bo.	numeric	673 unique values 0 missing
MATS2i	numeric	424 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_EA	numeric	913 unique values 0 missing
ZM1V	numeric	262 unique values 0 missing
BIC4	numeric	170 unique values 0 missing
Eig04_EA.dm.	numeric	64 unique values 0 missing
MATS2m	numeric	324 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_EA.bo.	numeric	868 unique values 0 missing
ZM2	numeric	217 unique values 0 missing
BIC5	numeric	156 unique values 0 missing
Eig04_EA.ed.	numeric	934 unique values 0 missing
MATS2p	numeric	393 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA.dm.	numeric	253 unique values 0 missing
ZM2Kup	numeric	1259 unique values 0 missing
BID	numeric	163 unique values 0 missing
Eig04_EA.ri.	numeric	718 unique values 0 missing
MATS2s	numeric	415 unique values 0 missing
nX	numeric	8 unique values 0 missing
SM14_EA.ed.	numeric	941 unique values 0 missing
ZM2Mad	numeric	1276 unique values 0 missing
BLI	numeric	306 unique values 0 missing
Eig05_AEA.bo.	numeric	656 unique values 0 missing
MATS2v	numeric	375 unique values 0 missing
O.	numeric	131 unique values 0 missing
SM14_EA.ri.	numeric	1008 unique values 0 missing
ZM2MulPer	numeric	1308 unique values 0 missing
BLTA96	numeric	396 unique values 0 missing
Eig05_AEA.dm.	numeric	781 unique values 0 missing
MATS3e	numeric	379 unique values 0 missing
O.056	numeric	5 unique values 0 missing
SM15_AEA.bo.	numeric	678 unique values 0 missing
ZM2Per	numeric	1296 unique values 0 missing
BLTD48	numeric	385 unique values 0 missing
Eig05_AEA.ed.	numeric	769 unique values 0 missing
MATS3i	numeric	390 unique values 0 missing
O.057	numeric	7 unique values 0 missing
SM15_AEA.dm.	numeric	995 unique values 0 missing
ZM2V	numeric	409 unique values 0 missing
BLTF96	numeric	350 unique values 0 missing
Eig05_AEA.ri.	numeric	741 unique values 0 missing
MATS3m	numeric	345 unique values 0 missing
O.058	numeric	7 unique values 0 missing
SM15_AEA.ed.	numeric	901 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig05_EA	numeric	669 unique values 0 missing
MATS3p	numeric	379 unique values 0 missing
O.059	numeric	5 unique values 0 missing
SM15_AEA.ri.	numeric	705 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_EA.bo.	numeric	705 unique values 0 missing
MATS3s	numeric	359 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM15_EA	numeric	918 unique values 0 missing
C.	numeric	157 unique values 0 missing
Eig05_EA.dm.	numeric	41 unique values 0 missing
MATS3v	numeric	366 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_EA.bo.	numeric	874 unique values 0 missing
C.001	numeric	9 unique values 0 missing
Eig05_EA.ed.	numeric	972 unique values 0 missing
MATS4e	numeric	420 unique values 0 missing
O.062	numeric	2 unique values 0 missing
SM15_EA.dm.	numeric	108 unique values 0 missing
C.002	numeric	18 unique values 0 missing
Eig05_EA.ri.	numeric	745 unique values 0 missing
MATS4i	numeric	410 unique values 0 missing
ON0	numeric	195 unique values 0 missing
SM15_EA.ed.	numeric	943 unique values 0 missing
C.003	numeric	7 unique values 0 missing
Eig06_AEA.bo.	numeric	684 unique values 0 missing
MATS4m	numeric	428 unique values 0 missing
ON0V	numeric	740 unique values 0 missing
SM15_EA.ri.	numeric	1024 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig06_AEA.dm.	numeric	803 unique values 0 missing
MATS4p	numeric	416 unique values 0 missing
ON1	numeric	317 unique values 0 missing
SMTI	numeric	1126 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig06_AEA.ed.	numeric	812 unique values 0 missing
MATS4s	numeric	408 unique values 0 missing
ON1V	numeric	1004 unique values 0 missing
SMTIV	numeric	1285 unique values 0 missing
C.006	numeric	10 unique values 0 missing
Eig06_AEA.ri.	numeric	791 unique values 0 missing
MATS4v	numeric	433 unique values 0 missing
PCD	numeric	952 unique values 0 missing
SNar	numeric	235 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig06_EA	numeric	715 unique values 0 missing
MATS5e	numeric	458 unique values 0 missing
PCR	numeric	403 unique values 0 missing
Sp	numeric	1007 unique values 0 missing
C.008	numeric	10 unique values 0 missing
Eig06_EA.bo.	numeric	729 unique values 0 missing
MATS5i	numeric	401 unique values 0 missing
PDI	numeric	233 unique values 0 missing
SpAD_AEA.bo.	numeric	1148 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	28 unique values 0 missing
MATS5m	numeric	445 unique values 0 missing
PHI	numeric	1031 unique values 0 missing
SpAD_AEA.dm.	numeric	1261 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	995 unique values 0 missing
MATS5p	numeric	402 unique values 0 missing
piID	numeric	1010 unique values 0 missing
SpAD_AEA.ed.	numeric	1134 unique values 0 missing
C.011	numeric	4 unique values 0 missing
Eig06_EA.ri.	numeric	791 unique values 0 missing
MATS5s	numeric	382 unique values 0 missing
piPC01	numeric	104 unique values 0 missing
SpAD_AEA.ri.	numeric	1300 unique values 0 missing
C.012	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	687 unique values 0 missing
MATS5v	numeric	422 unique values 0 missing
piPC02	numeric	303 unique values 0 missing
SpAD_EA	numeric	1138 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	810 unique values 0 missing
MATS6e	numeric	458 unique values 0 missing
piPC03	numeric	628 unique values 0 missing
SpAD_EA.bo.	numeric	1155 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	803 unique values 0 missing
MATS6i	numeric	439 unique values 0 missing
piPC04	numeric	698 unique values 0 missing
SpAD_EA.dm.	numeric	468 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	776 unique values 0 missing
MATS6m	numeric	445 unique values 0 missing
piPC05	numeric	749 unique values 0 missing
SpAD_EA.ed.	numeric	1145 unique values 0 missing
C.016	numeric	7 unique values 0 missing
Eig07_EA	numeric	678 unique values 0 missing
MATS6p	numeric	445 unique values 0 missing
piPC06	numeric	827 unique values 0 missing
SpAD_EA.ri.	numeric	1314 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig07_EA.bo.	numeric	721 unique values 0 missing
MATS6s	numeric	410 unique values 0 missing
piPC07	numeric	860 unique values 0 missing
SpDiam_AEA.bo.	numeric	553 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	21 unique values 0 missing
MATS6v	numeric	435 unique values 0 missing
piPC08	numeric	883 unique values 0 missing
SpDiam_AEA.dm.	numeric	546 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	935 unique values 0 missing
MATS7e	numeric	515 unique values 0 missing
piPC09	numeric	905 unique values 0 missing
SpDiam_AEA.ed.	numeric	686 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	743 unique values 0 missing
MATS7i	numeric	450 unique values 0 missing
piPC10	numeric	928 unique values 0 missing
SpDiam_AEA.ri.	numeric	527 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	681 unique values 0 missing
MATS7m	numeric	464 unique values 0 missing
PJI2	numeric	25 unique values 0 missing
SpDiam_EA	numeric	474 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	768 unique values 0 missing
MATS7p	numeric	428 unique values 0 missing
Pol	numeric	80 unique values 0 missing
SpDiam_EA.bo.	numeric	512 unique values 0 missing
C.024	numeric	17 unique values 0 missing
Eig08_AEA.ed.	numeric	791 unique values 0 missing
MATS7s	numeric	490 unique values 0 missing
Psi_e_0	numeric	1172 unique values 0 missing
SpDiam_EA.dm.	numeric	125 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig08_AEA.ri.	numeric	746 unique values 0 missing
MATS7v	numeric	444 unique values 0 missing
Psi_e_0d	numeric	7 unique values 0 missing
SpDiam_EA.ed.	numeric	800 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig08_EA	numeric	657 unique values 0 missing
MATS8e	numeric	524 unique values 0 missing
Psi_e_1	numeric	1128 unique values 0 missing
SpDiam_EA.ri.	numeric	484 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig08_EA.bo.	numeric	719 unique values 0 missing
MATS8i	numeric	443 unique values 0 missing
Psi_e_A	numeric	626 unique values 0 missing
SPI	numeric	1096 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig08_EA.dm.	numeric	13 unique values 0 missing
MATS8m	numeric	497 unique values 0 missing
Psi_i_0	numeric	1164 unique values 0 missing
SpMAD_AEA.bo.	numeric	188 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	902 unique values 0 missing
MATS8p	numeric	460 unique values 0 missing
Psi_i_0d	numeric	6 unique values 0 missing
SpMAD_AEA.dm.	numeric	250 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	736 unique values 0 missing
MATS8s	numeric	487 unique values 0 missing
Psi_i_1	numeric	1211 unique values 0 missing
SpMAD_AEA.ed.	numeric	225 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	665 unique values 0 missing
MATS8v	numeric	457 unique values 0 missing
Psi_i_1d	numeric	4 unique values 0 missing
SpMAD_AEA.ri.	numeric	178 unique values 0 missing
C.032	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	760 unique values 0 missing
MAXDN	numeric	951 unique values 0 missing
Psi_i_A	numeric	626 unique values 0 missing
SpMAD_EA	numeric	171 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig09_AEA.ed.	numeric	741 unique values 0 missing
MAXDP	numeric	1093 unique values 0 missing
Psi_i_s	numeric	662 unique values 0 missing
SpMAD_EA.bo.	numeric	393 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_AEA.ri.	numeric	743 unique values 0 missing
MCD	numeric	241 unique values 0 missing
Psi_i_t	numeric	10 unique values 0 missing
SpMAD_EA.dm.	numeric	388 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_EA	numeric	650 unique values 0 missing
MDDD	numeric	1121 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	686 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	720 unique values 0 missing
Me	numeric	92 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ri.	numeric	214 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	6 unique values 0 missing
Mi	numeric	76 unique values 0 missing
P_VSA_e_1	numeric	54 unique values 0 missing
SpMax1_Bh.e.	numeric	277 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	872 unique values 0 missing
MLOGP	numeric	914 unique values 0 missing
P_VSA_e_2	numeric	1167 unique values 0 missing
SpMax1_Bh.i.	numeric	270 unique values 0 missing
C.039	numeric	4 unique values 0 missing
Eig09_EA.ri.	numeric	734 unique values 0 missing
MLOGP2	numeric	1032 unique values 0 missing
P_VSA_e_3	numeric	334 unique values 0 missing
SpMax1_Bh.m.	numeric	370 unique values 0 missing
C.040	numeric	6 unique values 0 missing
Eig10_AEA.bo.	numeric	699 unique values 0 missing
Mp	numeric	183 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.p.	numeric	311 unique values 0 missing
C.041	numeric	5 unique values 0 missing
Eig10_AEA.dm.	numeric	784 unique values 0 missing
MPC01	numeric	45 unique values 0 missing
P_VSA_e_5	numeric	138 unique values 0 missing
SpMax1_Bh.s.	numeric	185 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	753 unique values 0 missing
MPC02	numeric	70 unique values 0 missing
P_VSA_e_6	numeric	6 unique values 0 missing
SpMax1_Bh.v.	numeric	292 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig10_AEA.ri.	numeric	765 unique values 0 missing
MPC03	numeric	92 unique values 0 missing
P_VSA_i_1	numeric	23 unique values 0 missing
SpMax2_Bh.e.	numeric	342 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig10_EA	numeric	670 unique values 0 missing
MPC04	numeric	128 unique values 0 missing
P_VSA_i_2	numeric	1160 unique values 0 missing
SpMax2_Bh.i.	numeric	327 unique values 0 missing
CATS2D_00_DD	numeric	5 unique values 0 missing
Eig10_EA.bo.	numeric	755 unique values 0 missing
MPC05	numeric	163 unique values 0 missing
P_VSA_i_3	numeric	638 unique values 0 missing
SpMax2_Bh.m.	numeric	415 unique values 0 missing
CATS2D_00_DP	numeric	5 unique values 0 missing
Eig10_EA.dm.	numeric	5 unique values 0 missing
MPC06	numeric	203 unique values 0 missing
P_VSA_i_4	numeric	429 unique values 0 missing
SpMax2_Bh.p.	numeric	373 unique values 0 missing
CATS2D_00_PP	numeric	5 unique values 0 missing
Eig10_EA.ed.	numeric	883 unique values 0 missing
MPC07	numeric	241 unique values 0 missing
P_VSA_LogP_1	numeric	62 unique values 0 missing
SpMax2_Bh.s.	numeric	351 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_EA.ri.	numeric	759 unique values 0 missing
MPC08	numeric	288 unique values 0 missing
P_VSA_LogP_2	numeric	325 unique values 0 missing
SpMax2_Bh.v.	numeric	378 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	702 unique values 0 missing
MPC09	numeric	335 unique values 0 missing
P_VSA_LogP_3	numeric	246 unique values 0 missing
SpMax3_Bh.e.	numeric	445 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	741 unique values 0 missing
MPC10	numeric	350 unique values 0 missing
P_VSA_LogP_4	numeric	485 unique values 0 missing
SpMax3_Bh.i.	numeric	428 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_AEA.ed.	numeric	743 unique values 0 missing
MSD	numeric	1041 unique values 0 missing
P_VSA_LogP_5	numeric	857 unique values 0 missing
SpMax3_Bh.m.	numeric	456 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_AEA.ri.	numeric	814 unique values 0 missing
Mv	numeric	198 unique values 0 missing
P_VSA_LogP_6	numeric	218 unique values 0 missing
SpMax3_Bh.p.	numeric	495 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_EA	numeric	705 unique values 0 missing
MW	numeric	1058 unique values 0 missing
P_VSA_LogP_7	numeric	125 unique values 0 missing
SpMax3_Bh.s.	numeric	496 unique values 0 missing
CATS2D_01_LL	numeric	27 unique values 0 missing
Eig11_EA.bo.	numeric	776 unique values 0 missing
MWC01	numeric	45 unique values 0 missing
P_VSA_LogP_8	numeric	22 unique values 0 missing
SpMax3_Bh.v.	numeric	501 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig11_EA.dm.	numeric	4 unique values 0 missing
MWC02	numeric	100 unique values 0 missing
P_VSA_m_1	numeric	54 unique values 0 missing
SpMax4_Bh.e.	numeric	610 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	865 unique values 0 missing
MWC03	numeric	217 unique values 0 missing
P_VSA_m_2	numeric	1180 unique values 0 missing
SpMax4_Bh.i.	numeric	567 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig11_EA.ri.	numeric	792 unique values 0 missing
MWC04	numeric	427 unique values 0 missing
P_VSA_m_3	numeric	209 unique values 0 missing
SpMax4_Bh.m.	numeric	594 unique values 0 missing
CATS2D_02_AL	numeric	21 unique values 0 missing
Eig12_AEA.bo.	numeric	734 unique values 0 missing
MWC05	numeric	669 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1403

Number of instances (rows) of the dataset.

NumberOfFeatures

1397

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

1396

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.2

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

61.61

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanMeansOfNumericAtts

128.3

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.1

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.19

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

AutoCorrelation

0.22

Average class difference between consecutive instances.

MeanNoiseToSignalRatio

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

4.83

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

Dimensionality

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

2.97

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.64

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

EquivalentNumberOfAtts

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

MeanStdDevOfNumericAtts

117.51

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

1.11

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.97

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.44

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

1403

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.82

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

43933.86

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

24.74

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.99

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-37.46

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.

MaxSkewnessOfNumericAtts

37.46

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

3.27

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

74451.34

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.15

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.52

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

Show all 62 properties