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-CHEMBL3892

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: CHEMBL3892 (TID: 10950), and it has 889 rows and 1350 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).

1352 features

pXC50 (target)	numeric	354 unique values 0 missing
molecule_id (row identifier)	nominal	889 unique values 0 missing
CATS2D_08_PL	numeric	4 unique values 0 missing
GATS5p	numeric	457 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	477 unique values 0 missing
TIC3	numeric	625 unique values 0 missing
AAC	numeric	372 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS5s	numeric	575 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	406 unique values 0 missing
TIC4	numeric	570 unique values 0 missing
AECC	numeric	482 unique values 0 missing
CATS2D_09_AA	numeric	5 unique values 0 missing
GATS5v	numeric	323 unique values 0 missing
nN	numeric	8 unique values 0 missing
SM07_AEA.ed.	numeric	496 unique values 0 missing
TIC5	numeric	553 unique values 0 missing
ALOGP	numeric	683 unique values 0 missing
CATS2D_09_AL	numeric	16 unique values 0 missing
GATS6e	numeric	594 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	452 unique values 0 missing
TIE	numeric	846 unique values 0 missing
ALOGP2	numeric	733 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS6i	numeric	406 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM07_EA	numeric	386 unique values 0 missing
TPC	numeric	434 unique values 0 missing
AMR	numeric	736 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
GATS6m	numeric	478 unique values 0 missing
NNRS	numeric	10 unique values 0 missing
SM07_EA.bo.	numeric	471 unique values 0 missing
TPSA.NO.	numeric	242 unique values 0 missing
AMW	numeric	540 unique values 0 missing
CATS2D_09_DA	numeric	5 unique values 0 missing
GATS6p	numeric	424 unique values 0 missing
nO	numeric	11 unique values 0 missing
SM07_EA.dm.	numeric	79 unique values 0 missing
TPSA.Tot.	numeric	266 unique values 0 missing
ARR	numeric	120 unique values 0 missing
CATS2D_09_DD	numeric	2 unique values 0 missing
GATS6s	numeric	631 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	498 unique values 0 missing
TRS	numeric	26 unique values 0 missing
ATS1e	numeric	371 unique values 0 missing
CATS2D_09_DL	numeric	10 unique values 0 missing
GATS6v	numeric	307 unique values 0 missing
nOHs	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	575 unique values 0 missing
TWC	numeric	498 unique values 0 missing
ATS1i	numeric	394 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS7e	numeric	596 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	482 unique values 0 missing
Uc	numeric	25 unique values 0 missing
ATS1m	numeric	406 unique values 0 missing
CATS2D_09_LL	numeric	27 unique values 0 missing
GATS7i	numeric	412 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	423 unique values 0 missing
Ui	numeric	26 unique values 0 missing
ATS1p	numeric	376 unique values 0 missing
CATS2D_09_NL	numeric	7 unique values 0 missing
GATS7m	numeric	492 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	489 unique values 0 missing
Uindex	numeric	612 unique values 0 missing
ATS1s	numeric	428 unique values 0 missing
CATS2D_09_NN	numeric	3 unique values 0 missing
GATS7p	numeric	434 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	441 unique values 0 missing
UNIP	numeric	153 unique values 0 missing
ATS1v	numeric	373 unique values 0 missing
CATS2D_09_PL	numeric	3 unique values 0 missing
GATS7s	numeric	617 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM08_EA	numeric	489 unique values 0 missing
VAR	numeric	159 unique values 0 missing
ATS2e	numeric	412 unique values 0 missing
CENT	numeric	522 unique values 0 missing
GATS7v	numeric	355 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	508 unique values 0 missing
Vindex	numeric	190 unique values 0 missing
ATS2i	numeric	427 unique values 0 missing
Chi0_AEA.bo.	numeric	449 unique values 0 missing
GATS8e	numeric	618 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	149 unique values 0 missing
VvdwMG	numeric	553 unique values 0 missing
ATS2m	numeric	459 unique values 0 missing
Chi0_AEA.dm.	numeric	449 unique values 0 missing
GATS8i	numeric	402 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM08_EA.ed.	numeric	500 unique values 0 missing
VvdwZAZ	numeric	599 unique values 0 missing
ATS2p	numeric	391 unique values 0 missing
Chi0_AEA.ed.	numeric	449 unique values 0 missing
GATS8m	numeric	482 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	628 unique values 0 missing
Vx	numeric	553 unique values 0 missing
ATS2s	numeric	538 unique values 0 missing
Chi0_AEA.ri.	numeric	449 unique values 0 missing
GATS8p	numeric	394 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	258 unique values 0 missing
Wap	numeric	559 unique values 0 missing
ATS2v	numeric	409 unique values 0 missing
Chi0_EA	numeric	449 unique values 0 missing
GATS8s	numeric	628 unique values 0 missing
nPyrrolidines	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	407 unique values 0 missing
X.	numeric	68 unique values 0 missing
ATS3e	numeric	452 unique values 0 missing
Chi0_EA.bo.	numeric	556 unique values 0 missing
GATS8v	numeric	334 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	507 unique values 0 missing
X0	numeric	325 unique values 0 missing
ATS3i	numeric	502 unique values 0 missing
Chi0_EA.dm.	numeric	540 unique values 0 missing
GGI1	numeric	19 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	481 unique values 0 missing
X0A	numeric	79 unique values 0 missing
ATS3m	numeric	501 unique values 0 missing
Chi0_EA.ed.	numeric	577 unique values 0 missing
GGI10	numeric	197 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM09_EA	numeric	466 unique values 0 missing
X0Av	numeric	170 unique values 0 missing
ATS3p	numeric	443 unique values 0 missing
Chi0_EA.ri.	numeric	747 unique values 0 missing
GGI2	numeric	45 unique values 0 missing
nR06	numeric	5 unique values 0 missing
SM09_EA.bo.	numeric	486 unique values 0 missing
X0sol	numeric	411 unique values 0 missing
ATS3s	numeric	473 unique values 0 missing
Chi1_AEA.bo.	numeric	537 unique values 0 missing
GGI3	numeric	181 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	77 unique values 0 missing
X0v	numeric	667 unique values 0 missing
ATS3v	numeric	455 unique values 0 missing
Chi1_AEA.dm.	numeric	537 unique values 0 missing
GGI4	numeric	404 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	491 unique values 0 missing
X1	numeric	488 unique values 0 missing
ATS4e	numeric	503 unique values 0 missing
Chi1_AEA.ed.	numeric	537 unique values 0 missing
GGI5	numeric	354 unique values 0 missing
nR09	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	611 unique values 0 missing
X1A	numeric	74 unique values 0 missing
ATS4i	numeric	521 unique values 0 missing
Chi1_AEA.ri.	numeric	537 unique values 0 missing
GGI6	numeric	367 unique values 0 missing
nR10	numeric	3 unique values 0 missing
SM10_AEA.bo.	numeric	312 unique values 0 missing
X1Av	numeric	186 unique values 0 missing
ATS4m	numeric	535 unique values 0 missing
Chi1_EA	numeric	537 unique values 0 missing
GGI7	numeric	353 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	309 unique values 0 missing
X1Kup	numeric	709 unique values 0 missing
ATS4p	numeric	476 unique values 0 missing
Chi1_EA.bo.	numeric	600 unique values 0 missing
GGI8	numeric	287 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	500 unique values 0 missing
X1Mad	numeric	743 unique values 0 missing
ATS4s	numeric	544 unique values 0 missing
Chi1_EA.dm.	numeric	583 unique values 0 missing
GGI9	numeric	262 unique values 0 missing
nR.C.	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	474 unique values 0 missing
X1MulPer	numeric	700 unique values 0 missing
ATS4v	numeric	498 unique values 0 missing
Chi1_EA.ed.	numeric	555 unique values 0 missing
GMTI	numeric	612 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM10_EA	numeric	514 unique values 0 missing
X1Per	numeric	696 unique values 0 missing
ATS5e	numeric	516 unique values 0 missing
Chi1_EA.ri.	numeric	796 unique values 0 missing
GMTIV	numeric	795 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	519 unique values 0 missing
X1sol	numeric	540 unique values 0 missing
ATS5i	numeric	543 unique values 0 missing
CIC0	numeric	454 unique values 0 missing
GNar	numeric	218 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM10_EA.dm.	numeric	129 unique values 0 missing
X1v	numeric	709 unique values 0 missing
ATS5m	numeric	550 unique values 0 missing
CIC1	numeric	553 unique values 0 missing
H.	numeric	207 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	504 unique values 0 missing
X2	numeric	577 unique values 0 missing
ATS5p	numeric	487 unique values 0 missing
CIC2	numeric	551 unique values 0 missing
H.046	numeric	30 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	661 unique values 0 missing
X2A	numeric	94 unique values 0 missing
ATS5s	numeric	546 unique values 0 missing
CIC3	numeric	466 unique values 0 missing
H.047	numeric	23 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	389 unique values 0 missing
X2Av	numeric	157 unique values 0 missing
ATS5v	numeric	513 unique values 0 missing
CIC4	numeric	400 unique values 0 missing
H.048	numeric	3 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	409 unique values 0 missing
X2sol	numeric	600 unique values 0 missing
ATS6e	numeric	542 unique values 0 missing
CIC5	numeric	377 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nR.Cs	numeric	4 unique values 0 missing
SM11_AEA.ed.	numeric	503 unique values 0 missing
X2v	numeric	754 unique values 0 missing
ATS6i	numeric	549 unique values 0 missing
CID	numeric	333 unique values 0 missing
H.050	numeric	8 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM11_AEA.ri.	numeric	303 unique values 0 missing
X3	numeric	585 unique values 0 missing
ATS6m	numeric	574 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.051	numeric	8 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
SM11_EA	numeric	476 unique values 0 missing
X3A	numeric	76 unique values 0 missing
ATS6p	numeric	501 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.052	numeric	13 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	503 unique values 0 missing
X3Av	numeric	123 unique values 0 missing
ATS6s	numeric	596 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	72 unique values 0 missing
X3sol	numeric	610 unique values 0 missing
ATS6v	numeric	518 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM11_EA.ed.	numeric	492 unique values 0 missing
X3v	numeric	759 unique values 0 missing
ATS7e	numeric	538 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
HDcpx	numeric	172 unique values 0 missing
nROH	numeric	5 unique values 0 missing
SM11_EA.ri.	numeric	631 unique values 0 missing
X4	numeric	587 unique values 0 missing
ATS7i	numeric	541 unique values 0 missing
CSI	numeric	432 unique values 0 missing
HNar	numeric	203 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM12_AEA.bo.	numeric	421 unique values 0 missing
X4A	numeric	66 unique values 0 missing
ATS7m	numeric	556 unique values 0 missing
DBI	numeric	58 unique values 0 missing
HVcpx	numeric	399 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM12_AEA.dm.	numeric	451 unique values 0 missing
X4Av	numeric	96 unique values 0 missing
ATS7p	numeric	518 unique values 0 missing
D.Dtr03	numeric	45 unique values 0 missing
Hy	numeric	283 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM12_AEA.ed.	numeric	495 unique values 0 missing
X4sol	numeric	620 unique values 0 missing
ATS7s	numeric	576 unique values 0 missing
D.Dtr04	numeric	121 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM12_AEA.ri.	numeric	331 unique values 0 missing
X4v	numeric	729 unique values 0 missing
ATS7v	numeric	508 unique values 0 missing
D.Dtr05	numeric	421 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM12_EA	numeric	524 unique values 0 missing
X5	numeric	578 unique values 0 missing
ATS8e	numeric	531 unique values 0 missing
D.Dtr06	numeric	587 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM12_EA.bo.	numeric	513 unique values 0 missing
X5A	numeric	49 unique values 0 missing
ATS8i	numeric	549 unique values 0 missing
D.Dtr07	numeric	6 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM12_EA.dm.	numeric	120 unique values 0 missing
X5Av	numeric	67 unique values 0 missing
ATS8m	numeric	566 unique values 0 missing
D.Dtr08	numeric	14 unique values 0 missing
IAC	numeric	566 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM12_EA.ed.	numeric	496 unique values 0 missing
X5sol	numeric	599 unique values 0 missing
ATS8p	numeric	522 unique values 0 missing
D.Dtr09	numeric	120 unique values 0 missing
IC0	numeric	372 unique values 0 missing
nSK	numeric	30 unique values 0 missing
SM12_EA.ri.	numeric	663 unique values 0 missing
X5v	numeric	699 unique values 0 missing
ATS8s	numeric	541 unique values 0 missing
D.Dtr10	numeric	39 unique values 0 missing
IC1	numeric	519 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM13_AEA.bo.	numeric	430 unique values 0 missing
Xindex	numeric	243 unique values 0 missing
ATS8v	numeric	510 unique values 0 missing
D.Dtr11	numeric	5 unique values 0 missing
IC2	numeric	536 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	517 unique values 0 missing
XMOD	numeric	735 unique values 0 missing
ATSC1e	numeric	254 unique values 0 missing
D.Dtr12	numeric	3 unique values 0 missing
IC3	numeric	472 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	502 unique values 0 missing
Xt	numeric	102 unique values 0 missing
ATSC1i	numeric	403 unique values 0 missing
DECC	numeric	444 unique values 0 missing
IC4	numeric	438 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	380 unique values 0 missing
Xu	numeric	612 unique values 0 missing
ATSC1m	numeric	656 unique values 0 missing
DELS	numeric	842 unique values 0 missing
IC5	numeric	415 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM13_EA	numeric	487 unique values 0 missing
Yindex	numeric	360 unique values 0 missing
ATSC1p	numeric	616 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
ICR	numeric	327 unique values 0 missing
NssCH2	numeric	21 unique values 0 missing
SM13_EA.bo.	numeric	515 unique values 0 missing
ZM1	numeric	71 unique values 0 missing
ATSC1s	numeric	740 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IDDE	numeric	276 unique values 0 missing
NssNH	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	66 unique values 0 missing
ZM1Kup	numeric	673 unique values 0 missing
ATSC1v	numeric	638 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IDDM	numeric	251 unique values 0 missing
NssO	numeric	4 unique values 0 missing
SM13_EA.ed.	numeric	490 unique values 0 missing
ZM1Mad	numeric	708 unique values 0 missing
ATSC2e	numeric	459 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IDE	numeric	446 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	642 unique values 0 missing
ZM1MulPer	numeric	782 unique values 0 missing
ATSC2i	numeric	528 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IDET	numeric	620 unique values 0 missing
NsssCH	numeric	4 unique values 0 missing
SM14_AEA.bo.	numeric	439 unique values 0 missing
ZM1Per	numeric	774 unique values 0 missing
ATSC2m	numeric	718 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IDM	numeric	493 unique values 0 missing
NsssN	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	533 unique values 0 missing
ZM1V	numeric	225 unique values 0 missing
ATSC2p	numeric	680 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDMT	numeric	619 unique values 0 missing
NsssP	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	498 unique values 0 missing
ZM2	numeric	149 unique values 0 missing
ATSC2s	numeric	817 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	418 unique values 0 missing
ZM2Kup	numeric	747 unique values 0 missing
ATSC2v	numeric	702 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nTB	numeric	2 unique values 0 missing
SM14_EA	numeric	520 unique values 0 missing
ZM2Mad	numeric	776 unique values 0 missing
ATSC3e	numeric	453 unique values 0 missing
DLS_cons	numeric	45 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_EA.bo.	numeric	518 unique values 0 missing
ZM2MulPer	numeric	800 unique values 0 missing
ATSC3i	numeric	545 unique values 0 missing
Dz	numeric	219 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_EA.dm.	numeric	108 unique values 0 missing
ZM2Per	numeric	801 unique values 0 missing
ATSC3m	numeric	786 unique values 0 missing
ECC	numeric	315 unique values 0 missing
ISIZ	numeric	52 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM14_EA.ed.	numeric	490 unique values 0 missing
ZM2V	numeric	339 unique values 0 missing
ATSC3p	numeric	761 unique values 0 missing
Eig01_AEA.bo.	numeric	268 unique values 0 missing
IVDE	numeric	255 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_EA.ri.	numeric	675 unique values 0 missing
ATSC3s	numeric	845 unique values 0 missing
Eig01_AEA.dm.	numeric	218 unique values 0 missing
IVDM	numeric	261 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM15_AEA.bo.	numeric	443 unique values 0 missing
ATSC3v	numeric	770 unique values 0 missing
Eig01_AEA.ed.	numeric	259 unique values 0 missing
JGI1	numeric	124 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM15_AEA.dm.	numeric	547 unique values 0 missing
ATSC4e	numeric	582 unique values 0 missing
Eig01_AEA.ri.	numeric	297 unique values 0 missing
JGI10	numeric	14 unique values 0 missing
O.	numeric	93 unique values 0 missing
SM15_AEA.ed.	numeric	497 unique values 0 missing
ATSC4i	numeric	621 unique values 0 missing
Eig01_EA	numeric	258 unique values 0 missing
JGI2	numeric	78 unique values 0 missing
O.056	numeric	5 unique values 0 missing
SM15_AEA.ri.	numeric	436 unique values 0 missing
ATSC4m	numeric	840 unique values 0 missing
Eig01_EA.bo.	numeric	303 unique values 0 missing
JGI3	numeric	63 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM15_EA	numeric	509 unique values 0 missing
ATSC4p	numeric	799 unique values 0 missing
Eig01_EA.dm.	numeric	65 unique values 0 missing
JGI4	numeric	50 unique values 0 missing
O.058	numeric	7 unique values 0 missing
SM15_EA.bo.	numeric	517 unique values 0 missing
ATSC4s	numeric	850 unique values 0 missing
Eig01_EA.ed.	numeric	309 unique values 0 missing
JGI5	numeric	33 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_EA.dm.	numeric	66 unique values 0 missing
ATSC4v	numeric	825 unique values 0 missing
Eig01_EA.ri.	numeric	315 unique values 0 missing
JGI6	numeric	22 unique values 0 missing
O.060	numeric	4 unique values 0 missing
SM15_EA.ed.	numeric	485 unique values 0 missing
ATSC5e	numeric	531 unique values 0 missing
Eig02_AEA.bo.	numeric	327 unique values 0 missing
JGI7	numeric	19 unique values 0 missing
O.061	numeric	2 unique values 0 missing
SM15_EA.ri.	numeric	645 unique values 0 missing
ATSC5i	numeric	623 unique values 0 missing
Eig02_AEA.dm.	numeric	363 unique values 0 missing
JGI8	numeric	16 unique values 0 missing
ON0	numeric	130 unique values 0 missing
SMTI	numeric	611 unique values 0 missing
ATSC5m	numeric	839 unique values 0 missing
Eig02_AEA.ed.	numeric	327 unique values 0 missing
JGI9	numeric	16 unique values 0 missing
ON0V	numeric	430 unique values 0 missing
SMTIV	numeric	791 unique values 0 missing
ATSC5p	numeric	811 unique values 0 missing
Eig02_AEA.ri.	numeric	352 unique values 0 missing
JGT	numeric	250 unique values 0 missing
ON1	numeric	187 unique values 0 missing
SNar	numeric	176 unique values 0 missing
ATSC5s	numeric	847 unique values 0 missing
Eig02_EA	numeric	312 unique values 0 missing
LLS_01	numeric	6 unique values 0 missing
ON1V	numeric	602 unique values 0 missing
Sp	numeric	567 unique values 0 missing
ATSC5v	numeric	814 unique values 0 missing
Eig02_EA.bo.	numeric	331 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SpAD_AEA.bo.	numeric	638 unique values 0 missing
ATSC6e	numeric	570 unique values 0 missing
Eig02_EA.dm.	numeric	69 unique values 0 missing
LOC	numeric	390 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SpAD_AEA.dm.	numeric	741 unique values 0 missing
ATSC6i	numeric	629 unique values 0 missing
Eig02_EA.ed.	numeric	409 unique values 0 missing
LPRS	numeric	617 unique values 0 missing
P.118	numeric	2 unique values 0 missing
SpAD_AEA.ed.	numeric	612 unique values 0 missing
ATSC6m	numeric	836 unique values 0 missing
Eig02_EA.ri.	numeric	345 unique values 0 missing
MATS1e	numeric	265 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SpAD_AEA.ri.	numeric	810 unique values 0 missing
ATSC6p	numeric	802 unique values 0 missing
Eig03_AEA.bo.	numeric	379 unique values 0 missing
MATS1i	numeric	252 unique values 0 missing
PCD	numeric	529 unique values 0 missing
SpAD_EA	numeric	611 unique values 0 missing
ATSC6s	numeric	848 unique values 0 missing
Eig03_AEA.dm.	numeric	425 unique values 0 missing
MATS1m	numeric	180 unique values 0 missing
PCR	numeric	265 unique values 0 missing
SpAD_EA.bo.	numeric	641 unique values 0 missing
ATSC6v	numeric	832 unique values 0 missing
Eig03_AEA.ed.	numeric	358 unique values 0 missing
MATS1p	numeric	222 unique values 0 missing
PDI	numeric	171 unique values 0 missing
SpAD_EA.dm.	numeric	226 unique values 0 missing
ATSC7e	numeric	519 unique values 0 missing
Eig03_AEA.ri.	numeric	474 unique values 0 missing
MATS1s	numeric	251 unique values 0 missing
PHI	numeric	621 unique values 0 missing
SpAD_EA.ed.	numeric	618 unique values 0 missing
ATSC7i	numeric	611 unique values 0 missing
Eig03_EA	numeric	389 unique values 0 missing
MATS1v	numeric	116 unique values 0 missing
piID	numeric	542 unique values 0 missing
SpAD_EA.ri.	numeric	814 unique values 0 missing
ATSC7m	numeric	839 unique values 0 missing
Eig03_EA.bo.	numeric	380 unique values 0 missing
MATS2e	numeric	399 unique values 0 missing
piPC01	numeric	75 unique values 0 missing
SpDiam_AEA.bo.	numeric	324 unique values 0 missing
ATSC7p	numeric	800 unique values 0 missing
Eig03_EA.dm.	numeric	59 unique values 0 missing
MATS2i	numeric	379 unique values 0 missing
piPC02	numeric	203 unique values 0 missing
SpDiam_AEA.dm.	numeric	233 unique values 0 missing
ATSC7s	numeric	846 unique values 0 missing
Eig03_EA.ed.	numeric	451 unique values 0 missing
MATS2m	numeric	308 unique values 0 missing
piPC03	numeric	355 unique values 0 missing
SpDiam_AEA.ed.	numeric	388 unique values 0 missing
ATSC7v	numeric	817 unique values 0 missing
Eig03_EA.ri.	numeric	477 unique values 0 missing
MATS2p	numeric	317 unique values 0 missing
piPC04	numeric	435 unique values 0 missing
SpDiam_AEA.ri.	numeric	360 unique values 0 missing
ATSC8e	numeric	457 unique values 0 missing
Eig04_AEA.bo.	numeric	403 unique values 0 missing
MATS2s	numeric	388 unique values 0 missing
piPC05	numeric	501 unique values 0 missing
SpDiam_EA	numeric	264 unique values 0 missing
ATSC8i	numeric	556 unique values 0 missing
Eig04_AEA.dm.	numeric	470 unique values 0 missing
MATS2v	numeric	322 unique values 0 missing
piPC06	numeric	525 unique values 0 missing
SpDiam_EA.bo.	numeric	316 unique values 0 missing
ATSC8m	numeric	824 unique values 0 missing
Eig04_AEA.ed.	numeric	420 unique values 0 missing
MATS3e	numeric	261 unique values 0 missing
piPC07	numeric	515 unique values 0 missing
SpDiam_EA.dm.	numeric	78 unique values 0 missing
ATSC8p	numeric	797 unique values 0 missing
Eig04_AEA.ri.	numeric	500 unique values 0 missing
MATS3i	numeric	303 unique values 0 missing
piPC08	numeric	530 unique values 0 missing
SpDiam_EA.ed.	numeric	379 unique values 0 missing
ATSC8s	numeric	840 unique values 0 missing
Eig04_EA	numeric	421 unique values 0 missing
MATS3m	numeric	329 unique values 0 missing
piPC09	numeric	553 unique values 0 missing
SpDiam_EA.ri.	numeric	322 unique values 0 missing
ATSC8v	numeric	808 unique values 0 missing
Eig04_EA.bo.	numeric	418 unique values 0 missing
MATS3p	numeric	314 unique values 0 missing
piPC10	numeric	548 unique values 0 missing
SPI	numeric	603 unique values 0 missing
BAC	numeric	90 unique values 0 missing
Eig04_EA.dm.	numeric	44 unique values 0 missing
MATS3s	numeric	241 unique values 0 missing
PJI2	numeric	11 unique values 0 missing
SpMAD_AEA.bo.	numeric	208 unique values 0 missing
BBI	numeric	47 unique values 0 missing
Eig04_EA.ed.	numeric	517 unique values 0 missing
MATS3v	numeric	318 unique values 0 missing
Pol	numeric	52 unique values 0 missing
SpMAD_AEA.dm.	numeric	250 unique values 0 missing
BIC0	numeric	134 unique values 0 missing
Eig04_EA.ri.	numeric	484 unique values 0 missing
MATS4e	numeric	294 unique values 0 missing
Psi_e_0	numeric	753 unique values 0 missing
SpMAD_AEA.ed.	numeric	220 unique values 0 missing
BIC1	numeric	232 unique values 0 missing
Eig05_AEA.bo.	numeric	442 unique values 0 missing
MATS4i	numeric	317 unique values 0 missing
Psi_e_1	numeric	733 unique values 0 missing
SpMAD_AEA.ri.	numeric	191 unique values 0 missing
BIC2	numeric	224 unique values 0 missing
Eig05_AEA.dm.	numeric	501 unique values 0 missing
MATS4m	numeric	308 unique values 0 missing
Psi_e_A	numeric	449 unique values 0 missing
SpMAD_EA	numeric	175 unique values 0 missing
BIC3	numeric	177 unique values 0 missing
Eig05_AEA.ed.	numeric	433 unique values 0 missing
MATS4p	numeric	330 unique values 0 missing
Psi_i_0	numeric	676 unique values 0 missing
SpMAD_EA.bo.	numeric	325 unique values 0 missing
BIC4	numeric	151 unique values 0 missing
Eig05_AEA.ri.	numeric	496 unique values 0 missing
MATS4s	numeric	271 unique values 0 missing
Psi_i_1	numeric	730 unique values 0 missing
SpMAD_EA.dm.	numeric	302 unique values 0 missing
BIC5	numeric	138 unique values 0 missing
Eig05_EA	numeric	430 unique values 0 missing
MATS4v	numeric	318 unique values 0 missing
Psi_i_A	numeric	449 unique values 0 missing
SpMAD_EA.ed.	numeric	472 unique values 0 missing
BID	numeric	92 unique values 0 missing
Eig05_EA.bo.	numeric	436 unique values 0 missing
MATS5e	numeric	368 unique values 0 missing
Psi_i_s	numeric	520 unique values 0 missing
SpMAD_EA.ri.	numeric	188 unique values 0 missing
BLI	numeric	353 unique values 0 missing
Eig05_EA.dm.	numeric	37 unique values 0 missing
MATS5i	numeric	342 unique values 0 missing
Psi_i_t	numeric	5 unique values 0 missing
SpMax1_Bh.e.	numeric	235 unique values 0 missing
BLTA96	numeric	272 unique values 0 missing
Eig05_EA.ed.	numeric	533 unique values 0 missing
MATS5m	numeric	357 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax1_Bh.i.	numeric	222 unique values 0 missing
BLTD48	numeric	264 unique values 0 missing
Eig05_EA.ri.	numeric	506 unique values 0 missing
MATS5p	numeric	344 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.m.	numeric	264 unique values 0 missing
BLTF96	numeric	244 unique values 0 missing
Eig06_AEA.bo.	numeric	432 unique values 0 missing
MATS5s	numeric	312 unique values 0 missing
P_VSA_e_1	numeric	76 unique values 0 missing
SpMax1_Bh.p.	numeric	228 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	499 unique values 0 missing
MATS5v	numeric	316 unique values 0 missing
P_VSA_e_2	numeric	669 unique values 0 missing
SpMax1_Bh.s.	numeric	60 unique values 0 missing
Br.095	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	470 unique values 0 missing
MATS6e	numeric	392 unique values 0 missing
P_VSA_e_3	numeric	121 unique values 0 missing
SpMax1_Bh.v.	numeric	242 unique values 0 missing
C.	numeric	154 unique values 0 missing
Eig06_AEA.ri.	numeric	521 unique values 0 missing
MATS6i	numeric	364 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax2_Bh.e.	numeric	215 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig06_EA	numeric	439 unique values 0 missing
MATS6m	numeric	360 unique values 0 missing
P_VSA_e_5	numeric	94 unique values 0 missing
SpMax2_Bh.i.	numeric	193 unique values 0 missing
C.002	numeric	19 unique values 0 missing
Eig06_EA.bo.	numeric	464 unique values 0 missing
MATS6p	numeric	313 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax2_Bh.m.	numeric	287 unique values 0 missing
C.003	numeric	4 unique values 0 missing
Eig06_EA.dm.	numeric	15 unique values 0 missing
MATS6s	numeric	362 unique values 0 missing
P_VSA_i_1	numeric	23 unique values 0 missing
SpMax2_Bh.p.	numeric	209 unique values 0 missing
C.004	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	547 unique values 0 missing
MATS6v	numeric	310 unique values 0 missing
P_VSA_i_2	numeric	668 unique values 0 missing
SpMax2_Bh.s.	numeric	113 unique values 0 missing
C.005	numeric	4 unique values 0 missing
Eig06_EA.ri.	numeric	526 unique values 0 missing
MATS7e	numeric	383 unique values 0 missing
P_VSA_i_3	numeric	420 unique values 0 missing
SpMax2_Bh.v.	numeric	246 unique values 0 missing
C.006	numeric	8 unique values 0 missing
Eig07_AEA.bo.	numeric	426 unique values 0 missing
MATS7i	numeric	344 unique values 0 missing
P_VSA_i_4	numeric	179 unique values 0 missing
SpMax3_Bh.e.	numeric	238 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	544 unique values 0 missing
MATS7m	numeric	405 unique values 0 missing
P_VSA_LogP_1	numeric	33 unique values 0 missing
SpMax3_Bh.i.	numeric	235 unique values 0 missing
C.008	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	457 unique values 0 missing
MATS7p	numeric	352 unique values 0 missing
P_VSA_LogP_2	numeric	227 unique values 0 missing
SpMax3_Bh.m.	numeric	316 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	515 unique values 0 missing
MATS7s	numeric	368 unique values 0 missing
P_VSA_LogP_3	numeric	130 unique values 0 missing
SpMax3_Bh.p.	numeric	299 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig07_EA	numeric	443 unique values 0 missing
MATS7v	numeric	380 unique values 0 missing
P_VSA_LogP_4	numeric	156 unique values 0 missing
SpMax3_Bh.s.	numeric	219 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	441 unique values 0 missing
MATS8e	numeric	416 unique values 0 missing
P_VSA_LogP_5	numeric	383 unique values 0 missing
SpMax3_Bh.v.	numeric	302 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	4 unique values 0 missing
MATS8i	numeric	319 unique values 0 missing
P_VSA_LogP_6	numeric	63 unique values 0 missing
SpMax4_Bh.e.	numeric	327 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	547 unique values 0 missing
MATS8m	numeric	388 unique values 0 missing
P_VSA_LogP_7	numeric	106 unique values 0 missing
SpMax4_Bh.i.	numeric	328 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_EA.ri.	numeric	500 unique values 0 missing
MATS8p	numeric	326 unique values 0 missing
P_VSA_LogP_8	numeric	20 unique values 0 missing
SpMax4_Bh.m.	numeric	363 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	421 unique values 0 missing
MATS8s	numeric	412 unique values 0 missing
P_VSA_m_1	numeric	39 unique values 0 missing
SpMax4_Bh.p.	numeric	351 unique values 0 missing
C.016	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	508 unique values 0 missing
MATS8v	numeric	334 unique values 0 missing
P_VSA_m_2	numeric	671 unique values 0 missing
SpMax4_Bh.s.	numeric	323 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	446 unique values 0 missing
MAXDN	numeric	620 unique values 0 missing
P_VSA_m_3	numeric	149 unique values 0 missing
SpMax4_Bh.v.	numeric	356 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	487 unique values 0 missing
MAXDP	numeric	695 unique values 0 missing
P_VSA_m_4	numeric	39 unique values 0 missing
SpMax5_Bh.e.	numeric	373 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig08_EA	numeric	396 unique values 0 missing
MCD	numeric	170 unique values 0 missing
P_VSA_m_5	numeric	3 unique values 0 missing
SpMax5_Bh.i.	numeric	353 unique values 0 missing
C.022	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	432 unique values 0 missing
MDDD	numeric	606 unique values 0 missing
P_VSA_MR_1	numeric	93 unique values 0 missing
SpMax5_Bh.m.	numeric	393 unique values 0 missing
C.024	numeric	16 unique values 0 missing
Eig08_EA.dm.	numeric	3 unique values 0 missing
Me	numeric	79 unique values 0 missing
P_VSA_MR_2	numeric	208 unique values 0 missing
SpMax5_Bh.p.	numeric	406 unique values 0 missing
C.025	numeric	8 unique values 0 missing
Eig08_EA.ed.	numeric	516 unique values 0 missing
Mi	numeric	58 unique values 0 missing
P_VSA_MR_3	numeric	20 unique values 0 missing
SpMax5_Bh.s.	numeric	390 unique values 0 missing
C.026	numeric	6 unique values 0 missing
Eig08_EA.ri.	numeric	469 unique values 0 missing
MLOGP	numeric	524 unique values 0 missing
P_VSA_MR_4	numeric	4 unique values 0 missing
SpMax5_Bh.v.	numeric	395 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig09_AEA.bo.	numeric	397 unique values 0 missing
MLOGP2	numeric	566 unique values 0 missing
P_VSA_MR_5	numeric	520 unique values 0 missing
SpMax6_Bh.e.	numeric	377 unique values 0 missing
C.028	numeric	3 unique values 0 missing
Eig09_AEA.dm.	numeric	459 unique values 0 missing
Mp	numeric	156 unique values 0 missing
P_VSA_MR_6	numeric	411 unique values 0 missing
SpMax6_Bh.i.	numeric	355 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	434 unique values 0 missing
MPC01	numeric	32 unique values 0 missing
P_VSA_MR_7	numeric	76 unique values 0 missing
SpMax6_Bh.m.	numeric	384 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	470 unique values 0 missing
MPC02	numeric	47 unique values 0 missing
P_VSA_MR_8	numeric	15 unique values 0 missing
SpMax6_Bh.p.	numeric	380 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig09_EA	numeric	389 unique values 0 missing
MPC03	numeric	66 unique values 0 missing
P_VSA_p_1	numeric	101 unique values 0 missing
SpMax6_Bh.s.	numeric	469 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	419 unique values 0 missing
MPC04	numeric	90 unique values 0 missing
P_VSA_p_2	numeric	257 unique values 0 missing
SpMax6_Bh.v.	numeric	384 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig09_EA.dm.	numeric	2 unique values 0 missing
MPC05	numeric	116 unique values 0 missing
P_VSA_p_3	numeric	671 unique values 0 missing
SpMax7_Bh.e.	numeric	362 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	492 unique values 0 missing
MPC06	numeric	133 unique values 0 missing
P_VSA_p_4	numeric	7 unique values 0 missing
SpMax7_Bh.i.	numeric	345 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	465 unique values 0 missing
MPC07	numeric	159 unique values 0 missing
P_VSA_s_1	numeric	10 unique values 0 missing
SpMax7_Bh.m.	numeric	393 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	374 unique values 0 missing
MPC08	numeric	188 unique values 0 missing
P_VSA_s_2	numeric	77 unique values 0 missing
SpMax7_Bh.p.	numeric	333 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	459 unique values 0 missing
MPC09	numeric	206 unique values 0 missing
P_VSA_s_3	numeric	610 unique values 0 missing
SpMax7_Bh.s.	numeric	482 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	400 unique values 0 missing
MPC10	numeric	224 unique values 0 missing
P_VSA_s_4	numeric	268 unique values 0 missing
SpMax7_Bh.v.	numeric	354 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig10_AEA.ri.	numeric	471 unique values 0 missing
MSD	numeric	578 unique values 0 missing
P_VSA_s_5	numeric	24 unique values 0 missing
SpMax8_Bh.e.	numeric	317 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eig10_EA	numeric	367 unique values 0 missing
Mv	numeric	183 unique values 0 missing
P_VSA_s_6	numeric	307 unique values 0 missing
SpMax8_Bh.i.	numeric	309 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	416 unique values 0 missing
MW	numeric	589 unique values 0 missing
P_VSA_v_1	numeric	39 unique values 0 missing
SpMax8_Bh.m.	numeric	368 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	462 unique values 0 missing
MWC01	numeric	32 unique values 0 missing
P_VSA_v_2	numeric	320 unique values 0 missing
SpMax8_Bh.p.	numeric	297 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	464 unique values 0 missing
MWC02	numeric	71 unique values 0 missing
P_VSA_v_3	numeric	676 unique values 0 missing
SpMax8_Bh.s.	numeric	494 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	417 unique values 0 missing
MWC03	numeric	149 unique values 0 missing
PW2	numeric	88 unique values 0 missing
SpMax8_Bh.v.	numeric	334 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	437 unique values 0 missing
MWC04	numeric	298 unique values 0 missing
PW3	numeric	119 unique values 0 missing
SpMaxA_AEA.bo.	numeric	110 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig11_AEA.ed.	numeric	383 unique values 0 missing
MWC05	numeric	429 unique values 0 missing
PW4	numeric	96 unique values 0 missing
SpMaxA_AEA.dm.	numeric	95 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig11_AEA.ri.	numeric	479 unique values 0 missing
MWC06	numeric	452 unique values 0 missing
PW5	numeric	61 unique values 0 missing
SpMaxA_AEA.ed.	numeric	150 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig11_EA	numeric	380 unique values 0 missing
MWC07	numeric	475 unique values 0 missing
Qindex	numeric	29 unique values 0 missing
SpMaxA_AEA.ri.	numeric	105 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_EA.bo.	numeric	423 unique values 0 missing
MWC08	numeric	478 unique values 0 missing
Ram	numeric	16 unique values 0 missing
SpMaxA_EA	numeric	85 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
Eig11_EA.ed.	numeric	457 unique values 0 missing
MWC09	numeric	483 unique values 0 missing
RBF	numeric	174 unique values 0 missing
SpMax_AEA.bo.	numeric	268 unique values 0 missing
CATS2D_01_LL	numeric	27 unique values 0 missing
Eig11_EA.ri.	numeric	468 unique values 0 missing
MWC10	numeric	486 unique values 0 missing
RBN	numeric	24 unique values 0 missing
SpMaxA_EA.bo.	numeric	98 unique values 0 missing
CATS2D_01_NL	numeric	4 unique values 0 missing
Eig12_AEA.bo.	numeric	410 unique values 0 missing
N.	numeric	87 unique values 0 missing
Rbrid	numeric	4 unique values 0 missing
SpMax_AEA.dm.	numeric	218 unique values 0 missing
CATS2D_02_AA	numeric	5 unique values 0 missing
Eig12_AEA.dm.	numeric	444 unique values 0 missing
N.066	numeric	2 unique values 0 missing
RCI	numeric	25 unique values 0 missing
SpMaxA_EA.dm.	numeric	116 unique values 0 missing
CATS2D_02_AL	numeric	15 unique values 0 missing
Eig12_AEA.ed.	numeric	401 unique values 0 missing
N.067	numeric	2 unique values 0 missing
RDCHI	numeric	509 unique values 0 missing
SpMax_AEA.ed.	numeric	259 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig12_AEA.ri.	numeric	497 unique values 0 missing
N.068	numeric	3 unique values 0 missing
RDSQ	numeric	621 unique values 0 missing
SpMaxA_EA.ed.	numeric	214 unique values 0 missing
CATS2D_02_AP	numeric	3 unique values 0 missing
Eig12_EA	numeric	412 unique values 0 missing
N.069	numeric	2 unique values 0 missing
RFD	numeric	23 unique values 0 missing
SpMax_AEA.ri.	numeric	297 unique values 0 missing
CATS2D_02_DA	numeric	7 unique values 0 missing
Eig12_EA.bo.	numeric	448 unique values 0 missing
N.070	numeric	2 unique values 0 missing
Rperim	numeric	25 unique values 0 missing
SpMaxA_EA.ri.	numeric	89 unique values 0 missing
CATS2D_02_DD	numeric	3 unique values 0 missing
Eig12_EA.ed.	numeric	452 unique values 0 missing
N.071	numeric	2 unique values 0 missing
S0K	numeric	213 unique values 0 missing
SpMax_EA	numeric	258 unique values 0 missing
CATS2D_02_DL	numeric	8 unique values 0 missing
Eig12_EA.ri.	numeric	468 unique values 0 missing
N.072	numeric	4 unique values 0 missing
S.107	numeric	3 unique values 0 missing
SpMax_EA.bo.	numeric	303 unique values 0 missing
CATS2D_02_DN	numeric	2 unique values 0 missing
Eig13_AEA.bo.	numeric	440 unique values 0 missing
N.073	numeric	3 unique values 0 missing
S.108	numeric	2 unique values 0 missing
SpMax_EA.dm.	numeric	65 unique values 0 missing
CATS2D_02_LL	numeric	29 unique values 0 missing
Eig13_AEA.dm.	numeric	470 unique values 0 missing
N.074	numeric	2 unique values 0 missing
S.110	numeric	2 unique values 0 missing
SpMax_EA.ed.	numeric	309 unique values 0 missing
CATS2D_02_NL	numeric	6 unique values 0 missing
Eig13_AEA.ed.	numeric	361 unique values 0 missing
N.075	numeric	5 unique values 0 missing
S1K	numeric	540 unique values 0 missing
SpMax_EA.ri.	numeric	315 unique values 0 missing
CATS2D_02_PL	numeric	4 unique values 0 missing
Eig13_AEA.ri.	numeric	506 unique values 0 missing
N.076	numeric	2 unique values 0 missing
S2K	numeric	608 unique values 0 missing
SpMin1_Bh.e.	numeric	159 unique values 0 missing
CATS2D_02_PN	numeric	2 unique values 0 missing
Eig13_EA	numeric	406 unique values 0 missing
NaaaC	numeric	3 unique values 0 missing
S3K	numeric	656 unique values 0 missing
SpMin1_Bh.i.	numeric	168 unique values 0 missing
CATS2D_03_AA	numeric	6 unique values 0 missing
Eig13_EA.bo.	numeric	434 unique values 0 missing
NaaCH	numeric	17 unique values 0 missing
SaaaC	numeric	149 unique values 0 missing
SpMin1_Bh.m.	numeric	146 unique values 0 missing
CATS2D_03_AL	numeric	20 unique values 0 missing
Eig13_EA.ed.	numeric	441 unique values 0 missing
NaaN	numeric	5 unique values 0 missing
SAacc	numeric	308 unique values 0 missing
SpMin1_Bh.p.	numeric	134 unique values 0 missing
CATS2D_03_AN	numeric	2 unique values 0 missing
Eig13_EA.ri.	numeric	484 unique values 0 missing
NaaNH	numeric	3 unique values 0 missing
SaaCH	numeric	792 unique values 0 missing
SpMin1_Bh.s.	numeric	280 unique values 0 missing
CATS2D_03_AP	numeric	3 unique values 0 missing
Eig14_AEA.bo.	numeric	451 unique values 0 missing
NaaO	numeric	3 unique values 0 missing
SaaN	numeric	405 unique values 0 missing
SpMin1_Bh.v.	numeric	133 unique values 0 missing
CATS2D_03_DA	numeric	4 unique values 0 missing
Eig14_AEA.dm.	numeric	492 unique values 0 missing
NaaS	numeric	3 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

889

Number of instances (rows) of the dataset.

NumberOfFeatures

1352

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

1351

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

0.26

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

30.59

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

117.92

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.48

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.15

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

AutoCorrelation

0.34

Average class difference between consecutive instances.

MeanNoiseToSignalRatio

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

1.32

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

Dimensionality

1.52

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

1.68

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.87

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

61.41

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.34

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-2

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.39

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

889

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-5.18

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

37277.66

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

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.82

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-29.82

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

29.82

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.47

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

19503.43

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.2

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.29

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

Show all 62 properties