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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2821

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL2821 (TID: 11288), and it has 665 rows and 1390 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).

1392 features

pXC50 (target)	numeric	38 unique values 0 missing
molecule_id (row identifier)	nominal	665 unique values 0 missing
CATS2D_08_AN	numeric	3 unique values 0 missing
GATS3e	numeric	419 unique values 0 missing
nCsp2	numeric	28 unique values 0 missing
SM02_EA.dm.	numeric	468 unique values 0 missing
SpMin7_Bh.m.	numeric	415 unique values 0 missing
AAC	numeric	394 unique values 0 missing
CATS2D_08_AP	numeric	7 unique values 0 missing
GATS3i	numeric	378 unique values 0 missing
nCsp3	numeric	24 unique values 0 missing
SM02_EA.ed.	numeric	339 unique values 0 missing
SpMin7_Bh.p.	numeric	412 unique values 0 missing
AECC	numeric	520 unique values 0 missing
CATS2D_08_DA	numeric	13 unique values 0 missing
GATS3m	numeric	375 unique values 0 missing
nCt	numeric	6 unique values 0 missing
SM02_EA.ri.	numeric	510 unique values 0 missing
SpMin7_Bh.s.	numeric	356 unique values 0 missing
ALOGP	numeric	618 unique values 0 missing
CATS2D_08_DD	numeric	6 unique values 0 missing
GATS3p	numeric	384 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	466 unique values 0 missing
SpMin7_Bh.v.	numeric	415 unique values 0 missing
ALOGP2	numeric	656 unique values 0 missing
CATS2D_08_DL	numeric	19 unique values 0 missing
GATS3s	numeric	412 unique values 0 missing
nCXr.	numeric	3 unique values 0 missing
SM03_AEA.dm.	numeric	464 unique values 0 missing
SpMin8_Bh.e.	numeric	411 unique values 0 missing
AMR	numeric	659 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
GATS3v	numeric	317 unique values 0 missing
nDB	numeric	12 unique values 0 missing
SM03_AEA.ed.	numeric	463 unique values 0 missing
SpMin8_Bh.i.	numeric	397 unique values 0 missing
AMW	numeric	566 unique values 0 missing
CATS2D_08_DP	numeric	5 unique values 0 missing
GATS4e	numeric	468 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SM03_AEA.ri.	numeric	530 unique values 0 missing
SpMin8_Bh.m.	numeric	442 unique values 0 missing
ARR	numeric	156 unique values 0 missing
CATS2D_08_LL	numeric	26 unique values 0 missing
GATS4i	numeric	371 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SM03_EA	numeric	27 unique values 0 missing
SpMin8_Bh.p.	numeric	423 unique values 0 missing
ATS1e	numeric	485 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4m	numeric	418 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM03_EA.bo.	numeric	127 unique values 0 missing
SpMin8_Bh.s.	numeric	290 unique values 0 missing
ATS1i	numeric	488 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4p	numeric	386 unique values 0 missing
NdNH	numeric	3 unique values 0 missing
SM03_EA.dm.	numeric	129 unique values 0 missing
SpMin8_Bh.v.	numeric	409 unique values 0 missing
ATS1m	numeric	477 unique values 0 missing
CATS2D_09_AA	numeric	8 unique values 0 missing
GATS4s	numeric	506 unique values 0 missing
NdO	numeric	10 unique values 0 missing
SM03_EA.ed.	numeric	352 unique values 0 missing
SRW02	numeric	42 unique values 0 missing
ATS1p	numeric	480 unique values 0 missing
CATS2D_09_AL	numeric	23 unique values 0 missing
GATS4v	numeric	351 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	494 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS1s	numeric	476 unique values 0 missing
CATS2D_09_AN	numeric	4 unique values 0 missing
GATS5e	numeric	502 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
SM04_AEA.bo.	numeric	492 unique values 0 missing
SRW04	numeric	127 unique values 0 missing
ATS1v	numeric	474 unique values 0 missing
CATS2D_09_AP	numeric	7 unique values 0 missing
GATS5i	numeric	370 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM04_AEA.dm.	numeric	444 unique values 0 missing
SRW05	numeric	8 unique values 0 missing
ATS2e	numeric	499 unique values 0 missing
CATS2D_09_DA	numeric	14 unique values 0 missing
GATS5m	numeric	425 unique values 0 missing
NdssC	numeric	12 unique values 0 missing
SM04_AEA.ed.	numeric	504 unique values 0 missing
SRW06	numeric	368 unique values 0 missing
ATS2i	numeric	494 unique values 0 missing
CATS2D_09_DD	numeric	9 unique values 0 missing
GATS5p	numeric	404 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	513 unique values 0 missing
SRW07	numeric	28 unique values 0 missing
ATS2m	numeric	481 unique values 0 missing
CATS2D_09_DL	numeric	20 unique values 0 missing
GATS5s	numeric	522 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_EA	numeric	227 unique values 0 missing
SRW08	numeric	504 unique values 0 missing
ATS2p	numeric	482 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
GATS5v	numeric	356 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	511 unique values 0 missing
SRW09	numeric	97 unique values 0 missing
ATS2s	numeric	492 unique values 0 missing
CATS2D_09_DP	numeric	5 unique values 0 missing
GATS6e	numeric	515 unique values 0 missing
nF	numeric	9 unique values 0 missing
SM04_EA.dm.	numeric	494 unique values 0 missing
SRW10	numeric	521 unique values 0 missing
ATS2v	numeric	485 unique values 0 missing
CATS2D_09_LL	numeric	26 unique values 0 missing
GATS6i	numeric	386 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_EA.ed.	numeric	563 unique values 0 missing
SsBr	numeric	28 unique values 0 missing
ATS3e	numeric	518 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS6m	numeric	451 unique values 0 missing
nH	numeric	47 unique values 0 missing
SM04_EA.ri.	numeric	503 unique values 0 missing
SsCH3	numeric	477 unique values 0 missing
ATS3i	numeric	523 unique values 0 missing
CATS2D_09_PL	numeric	7 unique values 0 missing
GATS6p	numeric	401 unique values 0 missing
nHAcc	numeric	22 unique values 0 missing
SM05_AEA.bo.	numeric	515 unique values 0 missing
SsCl	numeric	107 unique values 0 missing
ATS3m	numeric	505 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6s	numeric	520 unique values 0 missing
nHDon	numeric	20 unique values 0 missing
SM05_AEA.dm.	numeric	450 unique values 0 missing
SsF	numeric	71 unique values 0 missing
ATS3p	numeric	511 unique values 0 missing
CENT	numeric	533 unique values 0 missing
GATS6v	numeric	374 unique values 0 missing
nHet	numeric	23 unique values 0 missing
SM05_AEA.ed.	numeric	525 unique values 0 missing
SsNH2	numeric	80 unique values 0 missing
ATS3s	numeric	506 unique values 0 missing
Chi0_AEA.bo.	numeric	546 unique values 0 missing
GATS7e	numeric	524 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM05_AEA.ri.	numeric	501 unique values 0 missing
SsOH	numeric	120 unique values 0 missing
ATS3v	numeric	516 unique values 0 missing
Chi0_AEA.dm.	numeric	546 unique values 0 missing
GATS7i	numeric	391 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_EA	numeric	128 unique values 0 missing
SssCH2	numeric	502 unique values 0 missing
ATS4e	numeric	539 unique values 0 missing
Chi0_AEA.ed.	numeric	546 unique values 0 missing
GATS7m	numeric	475 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	526 unique values 0 missing
SsSH	numeric	15 unique values 0 missing
ATS4i	numeric	524 unique values 0 missing
Chi0_AEA.ri.	numeric	546 unique values 0 missing
GATS7p	numeric	424 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	257 unique values 0 missing
SssNH	numeric	363 unique values 0 missing
ATS4m	numeric	516 unique values 0 missing
Chi0_EA	numeric	546 unique values 0 missing
GATS7s	numeric	548 unique values 0 missing
nN	numeric	15 unique values 0 missing
SM05_EA.ed.	numeric	571 unique values 0 missing
SssO	numeric	317 unique values 0 missing
ATS4p	numeric	530 unique values 0 missing
Chi0_EA.bo.	numeric	631 unique values 0 missing
GATS7v	numeric	392 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	549 unique values 0 missing
SssS	numeric	99 unique values 0 missing
ATS4s	numeric	524 unique values 0 missing
Chi0_EA.dm.	numeric	647 unique values 0 missing
GATS8e	numeric	533 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM06_AEA.bo.	numeric	509 unique values 0 missing
SsssCH	numeric	199 unique values 0 missing
ATS4v	numeric	523 unique values 0 missing
Chi0_EA.ed.	numeric	632 unique values 0 missing
GATS8i	numeric	408 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM06_AEA.dm.	numeric	454 unique values 0 missing
SsssN	numeric	302 unique values 0 missing
ATS5e	numeric	538 unique values 0 missing
Chi0_EA.ri.	numeric	653 unique values 0 missing
GATS8m	numeric	458 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	530 unique values 0 missing
SssssC	numeric	70 unique values 0 missing
ATS5i	numeric	552 unique values 0 missing
Chi1_AEA.bo.	numeric	607 unique values 0 missing
GATS8p	numeric	415 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	500 unique values 0 missing
StCH	numeric	2 unique values 0 missing
ATS5m	numeric	550 unique values 0 missing
Chi1_AEA.dm.	numeric	607 unique values 0 missing
GATS8s	numeric	543 unique values 0 missing
NNRS	numeric	12 unique values 0 missing
SM06_EA	numeric	535 unique values 0 missing
StN	numeric	25 unique values 0 missing
ATS5p	numeric	533 unique values 0 missing
Chi1_AEA.ed.	numeric	607 unique values 0 missing
GATS8v	numeric	388 unique values 0 missing
nO	numeric	13 unique values 0 missing
SM06_EA.bo.	numeric	530 unique values 0 missing
StsC	numeric	26 unique values 0 missing
ATS5s	numeric	545 unique values 0 missing
Chi1_AEA.ri.	numeric	607 unique values 0 missing
GGI1	numeric	31 unique values 0 missing
nOHp	numeric	4 unique values 0 missing
SM06_EA.dm.	numeric	487 unique values 0 missing
Sv	numeric	637 unique values 0 missing
ATS5v	numeric	538 unique values 0 missing
Chi1_EA	numeric	607 unique values 0 missing
GGI10	numeric	202 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM06_EA.ed.	numeric	596 unique values 0 missing
TIC0	numeric	624 unique values 0 missing
ATS6e	numeric	536 unique values 0 missing
Chi1_EA.bo.	numeric	642 unique values 0 missing
GGI2	numeric	43 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	556 unique values 0 missing
TIC1	numeric	656 unique values 0 missing
ATS6i	numeric	569 unique values 0 missing
Chi1_EA.dm.	numeric	652 unique values 0 missing
GGI3	numeric	263 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	508 unique values 0 missing
TIC2	numeric	637 unique values 0 missing
ATS6m	numeric	547 unique values 0 missing
Chi1_EA.ed.	numeric	617 unique values 0 missing
GGI4	numeric	482 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	463 unique values 0 missing
TIC3	numeric	599 unique values 0 missing
ATS6p	numeric	555 unique values 0 missing
Chi1_EA.ri.	numeric	652 unique values 0 missing
GGI5	numeric	366 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	569 unique values 0 missing
TIC4	numeric	565 unique values 0 missing
ATS6s	numeric	551 unique values 0 missing
CIC0	numeric	525 unique values 0 missing
GGI6	numeric	425 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	511 unique values 0 missing
TIC5	numeric	567 unique values 0 missing
ATS6v	numeric	539 unique values 0 missing
CIC1	numeric	550 unique values 0 missing
GGI7	numeric	368 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM07_EA	numeric	446 unique values 0 missing
TIE	numeric	661 unique values 0 missing
ATS7e	numeric	563 unique values 0 missing
CIC2	numeric	512 unique values 0 missing
GGI8	numeric	323 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	574 unique values 0 missing
TPC	numeric	549 unique values 0 missing
ATS7i	numeric	576 unique values 0 missing
CIC3	numeric	449 unique values 0 missing
GGI9	numeric	285 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	282 unique values 0 missing
TPSA.NO.	numeric	529 unique values 0 missing
ATS7m	numeric	560 unique values 0 missing
CIC4	numeric	431 unique values 0 missing
GMTI	numeric	647 unique values 0 missing
nPyrrolidines	numeric	4 unique values 0 missing
SM07_EA.ed.	numeric	606 unique values 0 missing
TPSA.Tot.	numeric	572 unique values 0 missing
ATS7p	numeric	561 unique values 0 missing
CIC5	numeric	424 unique values 0 missing
GMTIV	numeric	657 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	563 unique values 0 missing
TRS	numeric	31 unique values 0 missing
ATS7s	numeric	562 unique values 0 missing
CID	numeric	429 unique values 0 missing
GNar	numeric	224 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	518 unique values 0 missing
TWC	numeric	529 unique values 0 missing
ATS7v	numeric	558 unique values 0 missing
Cl.086	numeric	2 unique values 0 missing
H.	numeric	189 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM08_AEA.dm.	numeric	461 unique values 0 missing
Uc	numeric	32 unique values 0 missing
ATS8e	numeric	567 unique values 0 missing
Cl.087	numeric	2 unique values 0 missing
H.046	numeric	18 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM08_AEA.ed.	numeric	572 unique values 0 missing
Ui	numeric	35 unique values 0 missing
ATS8i	numeric	576 unique values 0 missing
Cl.088	numeric	2 unique values 0 missing
H.047	numeric	40 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	520 unique values 0 missing
Uindex	numeric	652 unique values 0 missing
ATS8m	numeric	571 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM08_EA	numeric	550 unique values 0 missing
UNIP	numeric	166 unique values 0 missing
ATS8p	numeric	558 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM08_EA.bo.	numeric	555 unique values 0 missing
VAR	numeric	175 unique values 0 missing
ATS8s	numeric	557 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.050	numeric	21 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM08_EA.dm.	numeric	462 unique values 0 missing
Vindex	numeric	233 unique values 0 missing
ATS8v	numeric	558 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.051	numeric	12 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	602 unique values 0 missing
VvdwMG	numeric	606 unique values 0 missing
ATSC1e	numeric	238 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.052	numeric	24 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	572 unique values 0 missing
VvdwZAZ	numeric	646 unique values 0 missing
ATSC1i	numeric	417 unique values 0 missing
CSI	numeric	462 unique values 0 missing
H.053	numeric	4 unique values 0 missing
nR.C.	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	441 unique values 0 missing
Vx	numeric	606 unique values 0 missing
ATSC1m	numeric	642 unique values 0 missing
DBI	numeric	68 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	443 unique values 0 missing
Wap	numeric	638 unique values 0 missing
ATSC1p	numeric	607 unique values 0 missing
D.Dtr03	numeric	8 unique values 0 missing
HDcpx	numeric	256 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	569 unique values 0 missing
X.	numeric	68 unique values 0 missing
ATSC1s	numeric	648 unique values 0 missing
D.Dtr04	numeric	3 unique values 0 missing
HNar	numeric	218 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	522 unique values 0 missing
X0	numeric	351 unique values 0 missing
ATSC1v	numeric	620 unique values 0 missing
D.Dtr05	numeric	414 unique values 0 missing
HVcpx	numeric	489 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM09_EA	numeric	578 unique values 0 missing
X0A	numeric	95 unique values 0 missing
ATSC2e	numeric	435 unique values 0 missing
D.Dtr06	numeric	639 unique values 0 missing
Hy	numeric	335 unique values 0 missing
nRCO	numeric	4 unique values 0 missing
SM09_EA.bo.	numeric	578 unique values 0 missing
X0Av	numeric	157 unique values 0 missing
ATSC2i	numeric	508 unique values 0 missing
D.Dtr07	numeric	11 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRCONH2	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	272 unique values 0 missing
X0sol	numeric	502 unique values 0 missing
ATSC2m	numeric	657 unique values 0 missing
D.Dtr08	numeric	18 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCONHR	numeric	8 unique values 0 missing
SM09_EA.ed.	numeric	607 unique values 0 missing
X0v	numeric	648 unique values 0 missing
ATSC2p	numeric	634 unique values 0 missing
D.Dtr09	numeric	162 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCONR2	numeric	4 unique values 0 missing
SM09_EA.ri.	numeric	571 unique values 0 missing
X1	numeric	542 unique values 0 missing
ATSC2s	numeric	661 unique values 0 missing
D.Dtr10	numeric	133 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM10_AEA.bo.	numeric	436 unique values 0 missing
X1A	numeric	65 unique values 0 missing
ATSC2v	numeric	648 unique values 0 missing
D.Dtr11	numeric	4 unique values 0 missing
IAC	numeric	624 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	565 unique values 0 missing
X1Av	numeric	147 unique values 0 missing
ATSC3e	numeric	452 unique values 0 missing
D.Dtr12	numeric	8 unique values 0 missing
IC0	numeric	394 unique values 0 missing
nRCOSR	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	570 unique values 0 missing
X1Kup	numeric	639 unique values 0 missing
ATSC3i	numeric	530 unique values 0 missing
DECC	numeric	487 unique values 0 missing
IC1	numeric	491 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM10_AEA.ri.	numeric	512 unique values 0 missing
X1Mad	numeric	645 unique values 0 missing
ATSC3m	numeric	657 unique values 0 missing
DELS	numeric	657 unique values 0 missing
IC2	numeric	516 unique values 0 missing
nR.Cs	numeric	4 unique values 0 missing
SM10_EA	numeric	572 unique values 0 missing
X1MulPer	numeric	628 unique values 0 missing
ATSC3p	numeric	647 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC3	numeric	482 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	580 unique values 0 missing
X1Per	numeric	641 unique values 0 missing
ATSC3s	numeric	662 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC4	numeric	468 unique values 0 missing
nRNH2	numeric	7 unique values 0 missing
SM10_EA.dm.	numeric	416 unique values 0 missing
X1sol	numeric	603 unique values 0 missing
ATSC3v	numeric	648 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC5	numeric	470 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	610 unique values 0 missing
X1v	numeric	644 unique values 0 missing
ATSC4e	numeric	491 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
ICR	numeric	386 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	593 unique values 0 missing
X2	numeric	626 unique values 0 missing
ATSC4i	numeric	539 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IDDE	numeric	320 unique values 0 missing
nRNO2	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	473 unique values 0 missing
X2A	numeric	74 unique values 0 missing
ATSC4m	numeric	658 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IDDM	numeric	287 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM11_AEA.dm.	numeric	588 unique values 0 missing
X2Av	numeric	124 unique values 0 missing
ATSC4p	numeric	649 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDE	numeric	505 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	586 unique values 0 missing
X2sol	numeric	639 unique values 0 missing
ATSC4s	numeric	665 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDET	numeric	657 unique values 0 missing
nROH	numeric	6 unique values 0 missing
SM11_AEA.ri.	numeric	487 unique values 0 missing
X2v	numeric	637 unique values 0 missing
ATSC4v	numeric	651 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDM	numeric	561 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SM11_EA	numeric	583 unique values 0 missing
X3	numeric	630 unique values 0 missing
ATSC5e	numeric	501 unique values 0 missing
DLS_cons	numeric	43 unique values 0 missing
IDMT	numeric	657 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_EA.bo.	numeric	579 unique values 0 missing
X3A	numeric	66 unique values 0 missing
ATSC5i	numeric	553 unique values 0 missing
Dz	numeric	220 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRSR	numeric	4 unique values 0 missing
SM11_EA.dm.	numeric	267 unique values 0 missing
X3Av	numeric	92 unique values 0 missing
ATSC5m	numeric	659 unique values 0 missing
ECC	numeric	333 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	628 unique values 0 missing
X3sol	numeric	646 unique values 0 missing
ATSC5p	numeric	652 unique values 0 missing
Eig01_AEA.bo.	numeric	439 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nS	numeric	5 unique values 0 missing
SM11_EA.ri.	numeric	586 unique values 0 missing
X3v	numeric	616 unique values 0 missing
ATSC5s	numeric	665 unique values 0 missing
Eig01_AEA.dm.	numeric	451 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
SM12_AEA.bo.	numeric	493 unique values 0 missing
X4	numeric	624 unique values 0 missing
ATSC5v	numeric	642 unique values 0 missing
Eig01_AEA.ed.	numeric	493 unique values 0 missing
ISIZ	numeric	71 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM12_AEA.dm.	numeric	598 unique values 0 missing
X4A	numeric	57 unique values 0 missing
ATSC6e	numeric	472 unique values 0 missing
Eig01_AEA.ri.	numeric	449 unique values 0 missing
IVDE	numeric	263 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM12_AEA.ed.	numeric	577 unique values 0 missing
X4Av	numeric	71 unique values 0 missing
ATSC6i	numeric	532 unique values 0 missing
Eig01_EA	numeric	441 unique values 0 missing
IVDM	numeric	283 unique values 0 missing
NsF	numeric	9 unique values 0 missing
SM12_AEA.ri.	numeric	457 unique values 0 missing
X4sol	numeric	627 unique values 0 missing
ATSC6m	numeric	659 unique values 0 missing
Eig01_EA.bo.	numeric	487 unique values 0 missing
JGI1	numeric	144 unique values 0 missing
nSH	numeric	2 unique values 0 missing
SM12_EA	numeric	575 unique values 0 missing
X4v	numeric	614 unique values 0 missing
ATSC6p	numeric	642 unique values 0 missing
Eig01_EA.dm.	numeric	204 unique values 0 missing
JGI10	numeric	19 unique values 0 missing
nSK	numeric	41 unique values 0 missing
SM12_EA.bo.	numeric	603 unique values 0 missing
X5	numeric	623 unique values 0 missing
ATSC6s	numeric	665 unique values 0 missing
Eig01_EA.ed.	numeric	565 unique values 0 missing
JGI2	numeric	79 unique values 0 missing
NsNH2	numeric	8 unique values 0 missing
SM12_EA.dm.	numeric	399 unique values 0 missing
X5A	numeric	47 unique values 0 missing
ATSC6v	numeric	641 unique values 0 missing
Eig01_EA.ri.	numeric	439 unique values 0 missing
JGI3	numeric	66 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	613 unique values 0 missing
X5Av	numeric	47 unique values 0 missing
ATSC7e	numeric	481 unique values 0 missing
Eig02_AEA.bo.	numeric	426 unique values 0 missing
JGI4	numeric	51 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	591 unique values 0 missing
X5sol	numeric	636 unique values 0 missing
ATSC7i	numeric	546 unique values 0 missing
Eig02_AEA.dm.	numeric	474 unique values 0 missing
JGI5	numeric	34 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM13_AEA.bo.	numeric	499 unique values 0 missing
X5v	numeric	606 unique values 0 missing
ATSC7m	numeric	658 unique values 0 missing
Eig02_AEA.ed.	numeric	493 unique values 0 missing
JGI6	numeric	30 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	602 unique values 0 missing
Xindex	numeric	293 unique values 0 missing
ATSC7p	numeric	644 unique values 0 missing
Eig02_AEA.ri.	numeric	436 unique values 0 missing
JGI7	numeric	26 unique values 0 missing
NsOH	numeric	6 unique values 0 missing
SM13_AEA.ed.	numeric	601 unique values 0 missing
XMOD	numeric	660 unique values 0 missing
ATSC7s	numeric	662 unique values 0 missing
Eig02_EA	numeric	436 unique values 0 missing
JGI8	numeric	24 unique values 0 missing
NssCH2	numeric	21 unique values 0 missing
SM13_AEA.ri.	numeric	497 unique values 0 missing
Xt	numeric	130 unique values 0 missing
ATSC7v	numeric	650 unique values 0 missing
Eig02_EA.bo.	numeric	457 unique values 0 missing
JGI9	numeric	20 unique values 0 missing
NsSH	numeric	3 unique values 0 missing
SM13_EA	numeric	584 unique values 0 missing
Xu	numeric	648 unique values 0 missing
ATSC8e	numeric	466 unique values 0 missing
Eig02_EA.dm.	numeric	210 unique values 0 missing
JGT	numeric	268 unique values 0 missing
NssNH	numeric	10 unique values 0 missing
SM13_EA.bo.	numeric	602 unique values 0 missing
Yindex	numeric	425 unique values 0 missing
ATSC8i	numeric	546 unique values 0 missing
Eig02_EA.ed.	numeric	588 unique values 0 missing
LLS_01	numeric	6 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM13_EA.dm.	numeric	262 unique values 0 missing
ZM1	numeric	90 unique values 0 missing
ATSC8m	numeric	658 unique values 0 missing
Eig02_EA.ri.	numeric	433 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
NssS	numeric	4 unique values 0 missing
SM13_EA.ed.	numeric	629 unique values 0 missing
ZM1Kup	numeric	656 unique values 0 missing
ATSC8p	numeric	648 unique values 0 missing
Eig03_AEA.bo.	numeric	450 unique values 0 missing
LOC	numeric	391 unique values 0 missing
NsssCH	numeric	14 unique values 0 missing
SM13_EA.ri.	numeric	611 unique values 0 missing
ZM1Mad	numeric	659 unique values 0 missing
ATSC8s	numeric	660 unique values 0 missing
Eig03_AEA.dm.	numeric	506 unique values 0 missing
LPRS	numeric	655 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
SM14_AEA.bo.	numeric	483 unique values 0 missing
ZM1MulPer	numeric	661 unique values 0 missing
ATSC8v	numeric	645 unique values 0 missing
Eig03_AEA.ed.	numeric	527 unique values 0 missing
MATS1e	numeric	273 unique values 0 missing
NssssC	numeric	5 unique values 0 missing
SM14_AEA.dm.	numeric	592 unique values 0 missing
ZM1Per	numeric	658 unique values 0 missing
BAC	numeric	95 unique values 0 missing
Eig03_AEA.ri.	numeric	468 unique values 0 missing
MATS1i	numeric	361 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	600 unique values 0 missing
ZM1V	numeric	216 unique values 0 missing
BBI	numeric	62 unique values 0 missing
Eig03_EA	numeric	473 unique values 0 missing
MATS1m	numeric	210 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	510 unique values 0 missing
ZM2	numeric	177 unique values 0 missing
BIC0	numeric	167 unique values 0 missing
Eig03_EA.bo.	numeric	497 unique values 0 missing
MATS1p	numeric	270 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_EA	numeric	594 unique values 0 missing
ZM2Kup	numeric	662 unique values 0 missing
BIC1	numeric	236 unique values 0 missing
Eig03_EA.dm.	numeric	190 unique values 0 missing
MATS1s	numeric	222 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_EA.bo.	numeric	593 unique values 0 missing
ZM2Mad	numeric	661 unique values 0 missing
BIC2	numeric	221 unique values 0 missing
Eig03_EA.ed.	numeric	598 unique values 0 missing
MATS1v	numeric	171 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM14_EA.dm.	numeric	384 unique values 0 missing
ZM2MulPer	numeric	662 unique values 0 missing
BIC3	numeric	179 unique values 0 missing
Eig03_EA.ri.	numeric	463 unique values 0 missing
MATS2e	numeric	356 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM14_EA.ed.	numeric	619 unique values 0 missing
ZM2Per	numeric	659 unique values 0 missing
BIC4	numeric	168 unique values 0 missing
Eig04_AEA.bo.	numeric	496 unique values 0 missing
MATS2i	numeric	358 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_EA.ri.	numeric	604 unique values 0 missing
ZM2V	numeric	327 unique values 0 missing
BIC5	numeric	163 unique values 0 missing
Eig04_AEA.dm.	numeric	515 unique values 0 missing
MATS2m	numeric	297 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM15_AEA.bo.	numeric	462 unique values 0 missing
BID	numeric	142 unique values 0 missing
Eig04_AEA.ed.	numeric	526 unique values 0 missing
MATS2p	numeric	326 unique values 0 missing
nX	numeric	9 unique values 0 missing
SM15_AEA.dm.	numeric	590 unique values 0 missing
BLI	numeric	309 unique values 0 missing
Eig04_AEA.ri.	numeric	503 unique values 0 missing
MATS2s	numeric	308 unique values 0 missing
O.	numeric	117 unique values 0 missing
SM15_AEA.ed.	numeric	605 unique values 0 missing
BLTA96	numeric	337 unique values 0 missing
Eig04_EA	numeric	493 unique values 0 missing
MATS2v	numeric	331 unique values 0 missing
O.056	numeric	5 unique values 0 missing
SM15_AEA.ri.	numeric	515 unique values 0 missing
BLTD48	numeric	321 unique values 0 missing
Eig04_EA.bo.	numeric	510 unique values 0 missing
MATS3e	numeric	303 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM15_EA	numeric	607 unique values 0 missing
BLTF96	numeric	305 unique values 0 missing
Eig04_EA.dm.	numeric	153 unique values 0 missing
MATS3i	numeric	365 unique values 0 missing
O.058	numeric	10 unique values 0 missing
SM15_EA.bo.	numeric	599 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig04_EA.ed.	numeric	602 unique values 0 missing
MATS3m	numeric	318 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SM15_EA.dm.	numeric	261 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig04_EA.ri.	numeric	499 unique values 0 missing
MATS3p	numeric	335 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_EA.ed.	numeric	620 unique values 0 missing
C.	numeric	151 unique values 0 missing
Eig05_AEA.bo.	numeric	474 unique values 0 missing
MATS3s	numeric	291 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_EA.ri.	numeric	602 unique values 0 missing
C.001	numeric	7 unique values 0 missing
Eig05_AEA.dm.	numeric	529 unique values 0 missing
MATS3v	numeric	316 unique values 0 missing
ON0	numeric	148 unique values 0 missing
SMTI	numeric	646 unique values 0 missing
C.002	numeric	14 unique values 0 missing
Eig05_AEA.ed.	numeric	544 unique values 0 missing
MATS4e	numeric	375 unique values 0 missing
ON0V	numeric	460 unique values 0 missing
SMTIV	numeric	655 unique values 0 missing
C.003	numeric	6 unique values 0 missing
Eig05_AEA.ri.	numeric	517 unique values 0 missing
MATS4i	numeric	343 unique values 0 missing
ON1	numeric	243 unique values 0 missing
SNar	numeric	173 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig05_EA	numeric	499 unique values 0 missing
MATS4m	numeric	358 unique values 0 missing
ON1V	numeric	565 unique values 0 missing
Sp	numeric	614 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig05_EA.bo.	numeric	515 unique values 0 missing
MATS4p	numeric	332 unique values 0 missing
PCD	numeric	593 unique values 0 missing
SpAD_AEA.bo.	numeric	653 unique values 0 missing
C.006	numeric	14 unique values 0 missing
Eig05_EA.dm.	numeric	119 unique values 0 missing
MATS4s	numeric	361 unique values 0 missing
PCR	numeric	322 unique values 0 missing
SpAD_AEA.dm.	numeric	656 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig05_EA.ed.	numeric	592 unique values 0 missing
MATS4v	numeric	350 unique values 0 missing
PDI	numeric	173 unique values 0 missing
SpAD_AEA.ed.	numeric	653 unique values 0 missing
C.008	numeric	10 unique values 0 missing
Eig05_EA.ri.	numeric	510 unique values 0 missing
MATS5e	numeric	399 unique values 0 missing
PHI	numeric	617 unique values 0 missing
SpAD_AEA.ri.	numeric	658 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig06_AEA.bo.	numeric	479 unique values 0 missing
MATS5i	numeric	363 unique values 0 missing
piID	numeric	613 unique values 0 missing
SpAD_EA	numeric	655 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_AEA.dm.	numeric	520 unique values 0 missing
MATS5m	numeric	375 unique values 0 missing
piPC01	numeric	94 unique values 0 missing
SpAD_EA.bo.	numeric	648 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	539 unique values 0 missing
MATS5p	numeric	357 unique values 0 missing
piPC02	numeric	242 unique values 0 missing
SpAD_EA.dm.	numeric	521 unique values 0 missing
C.012	numeric	4 unique values 0 missing
Eig06_AEA.ri.	numeric	500 unique values 0 missing
MATS5s	numeric	378 unique values 0 missing
piPC03	numeric	447 unique values 0 missing
SpAD_EA.ed.	numeric	654 unique values 0 missing
C.013	numeric	4 unique values 0 missing
Eig06_EA	numeric	483 unique values 0 missing
MATS5v	numeric	347 unique values 0 missing
piPC04	numeric	508 unique values 0 missing
SpAD_EA.ri.	numeric	657 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig06_EA.bo.	numeric	510 unique values 0 missing
MATS6e	numeric	418 unique values 0 missing
piPC05	numeric	532 unique values 0 missing
SpDiam_AEA.bo.	numeric	480 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eig06_EA.dm.	numeric	79 unique values 0 missing
MATS6i	numeric	355 unique values 0 missing
piPC06	numeric	558 unique values 0 missing
SpDiam_AEA.dm.	numeric	454 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	590 unique values 0 missing
MATS6m	numeric	396 unique values 0 missing
piPC07	numeric	577 unique values 0 missing
SpDiam_AEA.ed.	numeric	526 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	517 unique values 0 missing
MATS6p	numeric	350 unique values 0 missing
piPC08	numeric	588 unique values 0 missing
SpDiam_AEA.ri.	numeric	450 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	488 unique values 0 missing
MATS6s	numeric	399 unique values 0 missing
piPC09	numeric	594 unique values 0 missing
SpDiam_EA	numeric	443 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	525 unique values 0 missing
MATS6v	numeric	376 unique values 0 missing
piPC10	numeric	592 unique values 0 missing
SpDiam_EA.bo.	numeric	493 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	531 unique values 0 missing
MATS7e	numeric	429 unique values 0 missing
PJI2	numeric	17 unique values 0 missing
SpDiam_EA.dm.	numeric	238 unique values 0 missing
C.022	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	491 unique values 0 missing
MATS7i	numeric	381 unique values 0 missing
Pol	numeric	70 unique values 0 missing
SpDiam_EA.ed.	numeric	598 unique values 0 missing
C.024	numeric	17 unique values 0 missing
Eig07_EA	numeric	462 unique values 0 missing
MATS7m	numeric	415 unique values 0 missing
Psi_e_0	numeric	624 unique values 0 missing
SpDiam_EA.ri.	numeric	439 unique values 0 missing
C.025	numeric	7 unique values 0 missing
Eig07_EA.bo.	numeric	492 unique values 0 missing
MATS7p	numeric	376 unique values 0 missing
Psi_e_0d	numeric	5 unique values 0 missing
SPI	numeric	635 unique values 0 missing
C.026	numeric	7 unique values 0 missing
Eig07_EA.dm.	numeric	51 unique values 0 missing
MATS7s	numeric	425 unique values 0 missing
Psi_e_1	numeric	604 unique values 0 missing
SpMAD_AEA.bo.	numeric	168 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig07_EA.ed.	numeric	560 unique values 0 missing
MATS7v	numeric	375 unique values 0 missing
Psi_e_A	numeric	454 unique values 0 missing
SpMAD_AEA.dm.	numeric	227 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig07_EA.ri.	numeric	501 unique values 0 missing
MATS8e	numeric	446 unique values 0 missing
Psi_i_0	numeric	647 unique values 0 missing
SpMAD_AEA.ed.	numeric	192 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_AEA.bo.	numeric	461 unique values 0 missing
MATS8i	numeric	379 unique values 0 missing
Psi_i_0d	numeric	4 unique values 0 missing
SpMAD_AEA.ri.	numeric	160 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig08_AEA.dm.	numeric	514 unique values 0 missing
MATS8m	numeric	421 unique values 0 missing
Psi_i_1	numeric	642 unique values 0 missing
SpMAD_EA	numeric	151 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_AEA.ed.	numeric	507 unique values 0 missing
MATS8p	numeric	387 unique values 0 missing
Psi_i_1d	numeric	5 unique values 0 missing
SpMAD_EA.bo.	numeric	339 unique values 0 missing
C.032	numeric	4 unique values 0 missing
Eig08_AEA.ri.	numeric	479 unique values 0 missing
MATS8s	numeric	430 unique values 0 missing
Psi_i_A	numeric	454 unique values 0 missing
SpMAD_EA.dm.	numeric	404 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig08_EA	numeric	435 unique values 0 missing
MATS8v	numeric	400 unique values 0 missing
Psi_i_s	numeric	454 unique values 0 missing
SpMAD_EA.ed.	numeric	498 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig08_EA.bo.	numeric	493 unique values 0 missing
MAXDN	numeric	581 unique values 0 missing
Psi_i_t	numeric	12 unique values 0 missing
SpMAD_EA.ri.	numeric	202 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	23 unique values 0 missing
MAXDP	numeric	593 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	247 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig08_EA.ed.	numeric	530 unique values 0 missing
MCD	numeric	183 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.i.	numeric	248 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	496 unique values 0 missing
MDDD	numeric	628 unique values 0 missing
P_VSA_e_1	numeric	50 unique values 0 missing
SpMax1_Bh.m.	numeric	333 unique values 0 missing
C.038	numeric	5 unique values 0 missing
Eig09_AEA.bo.	numeric	464 unique values 0 missing
Me	numeric	91 unique values 0 missing
P_VSA_e_2	numeric	655 unique values 0 missing
SpMax1_Bh.p.	numeric	279 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_AEA.dm.	numeric	493 unique values 0 missing
Mi	numeric	74 unique values 0 missing
P_VSA_e_3	numeric	276 unique values 0 missing
SpMax1_Bh.s.	numeric	120 unique values 0 missing
C.040	numeric	10 unique values 0 missing
Eig09_AEA.ed.	numeric	459 unique values 0 missing
MLOGP	numeric	605 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
SpMax1_Bh.v.	numeric	249 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig09_AEA.ri.	numeric	504 unique values 0 missing
MLOGP2	numeric	637 unique values 0 missing
P_VSA_e_5	numeric	153 unique values 0 missing
SpMax2_Bh.e.	numeric	264 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig09_EA	numeric	464 unique values 0 missing
Mp	numeric	163 unique values 0 missing
P_VSA_e_6	numeric	9 unique values 0 missing
SpMax2_Bh.i.	numeric	255 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	489 unique values 0 missing
MPC01	numeric	42 unique values 0 missing
P_VSA_i_1	numeric	34 unique values 0 missing
SpMax2_Bh.m.	numeric	349 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	16 unique values 0 missing
MPC02	numeric	62 unique values 0 missing
P_VSA_i_2	numeric	655 unique values 0 missing
SpMax2_Bh.p.	numeric	313 unique values 0 missing
CATS2D_00_DD	numeric	8 unique values 0 missing
Eig09_EA.ed.	numeric	513 unique values 0 missing
MPC03	numeric	82 unique values 0 missing
P_VSA_i_3	numeric	511 unique values 0 missing
SpMax2_Bh.s.	numeric	265 unique values 0 missing
CATS2D_00_DP	numeric	8 unique values 0 missing
Eig09_EA.ri.	numeric	496 unique values 0 missing
MPC04	numeric	108 unique values 0 missing
P_VSA_i_4	numeric	308 unique values 0 missing
SpMax2_Bh.v.	numeric	296 unique values 0 missing
CATS2D_00_PP	numeric	8 unique values 0 missing
Eig10_AEA.bo.	numeric	467 unique values 0 missing
MPC05	numeric	141 unique values 0 missing
P_VSA_LogP_1	numeric	56 unique values 0 missing
SpMax3_Bh.e.	numeric	390 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_AEA.dm.	numeric	477 unique values 0 missing
MPC06	numeric	156 unique values 0 missing
P_VSA_LogP_2	numeric	347 unique values 0 missing
SpMax3_Bh.i.	numeric	390 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	457 unique values 0 missing
MPC07	numeric	185 unique values 0 missing
P_VSA_LogP_3	numeric	159 unique values 0 missing
SpMax3_Bh.m.	numeric	412 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig10_AEA.ri.	numeric	486 unique values 0 missing
MPC08	numeric	201 unique values 0 missing
P_VSA_LogP_4	numeric	421 unique values 0 missing
SpMax3_Bh.p.	numeric	445 unique values 0 missing
CATS2D_01_DA	numeric	4 unique values 0 missing
Eig10_EA	numeric	444 unique values 0 missing
MPC09	numeric	213 unique values 0 missing
P_VSA_LogP_5	numeric	572 unique values 0 missing
SpMax3_Bh.s.	numeric	364 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	490 unique values 0 missing
MPC10	numeric	223 unique values 0 missing
P_VSA_LogP_6	numeric	128 unique values 0 missing
SpMax3_Bh.v.	numeric	439 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig10_EA.dm.	numeric	11 unique values 0 missing
MSD	numeric	600 unique values 0 missing
P_VSA_LogP_7	numeric	130 unique values 0 missing
SpMax4_Bh.e.	numeric	432 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig10_EA.ed.	numeric	501 unique values 0 missing
Mv	numeric	174 unique values 0 missing
P_VSA_LogP_8	numeric	23 unique values 0 missing
SpMax4_Bh.i.	numeric	427 unique values 0 missing
CATS2D_01_LL	numeric	23 unique values 0 missing
Eig10_EA.ri.	numeric	483 unique values 0 missing
MW	numeric	634 unique values 0 missing
P_VSA_m_1	numeric	50 unique values 0 missing
SpMax4_Bh.m.	numeric	454 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	488 unique values 0 missing
MWC01	numeric	42 unique values 0 missing
P_VSA_m_2	numeric	657 unique values 0 missing
SpMax4_Bh.p.	numeric	447 unique values 0 missing
CATS2D_02_AA	numeric	10 unique values 0 missing
Eig11_AEA.dm.	numeric	457 unique values 0 missing
MWC02	numeric	90 unique values 0 missing
P_VSA_m_3	numeric	194 unique values 0 missing
SpMax4_Bh.s.	numeric	436 unique values 0 missing
CATS2D_02_AL	numeric	15 unique values 0 missing
Eig11_AEA.ed.	numeric	468 unique values 0 missing
MWC03	numeric	177 unique values 0 missing
P_VSA_m_4	numeric	53 unique values 0 missing
SpMax4_Bh.v.	numeric	474 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig11_AEA.ri.	numeric	512 unique values 0 missing
MWC04	numeric	323 unique values 0 missing
P_VSA_m_5	numeric	2 unique values 0 missing
SpMax5_Bh.e.	numeric	450 unique values 0 missing
CATS2D_02_AP	numeric	6 unique values 0 missing
Eig11_EA	numeric	450 unique values 0 missing
MWC05	numeric	475 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

665

Number of instances (rows) of the dataset.

NumberOfFeatures

1392

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

1391

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

0.15

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

31.74

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

123.81

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.07

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.21

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

AutoCorrelation

0.96

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

4.06

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

Dimensionality

2.09

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

2.85

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.5

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

452.2

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

1.2

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.96

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.47

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

665

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.63

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

40591.29

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

24.66

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

5.72

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-16.29

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

25.79

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

4.43

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

215569.61

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.87

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.8

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

Show all 62 properties