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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2327

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL2327 (TID: 10184), and it has 941 rows and 1382 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).

1384 features

pXC50 (target)	numeric	450 unique values 0 missing
molecule_id (row identifier)	nominal	941 unique values 0 missing
CATS2D_08_DP	numeric	3 unique values 0 missing
GATS4i	numeric	317 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM03_EA.ed.	numeric	397 unique values 0 missing
SRW02	numeric	74 unique values 0 missing
AAC	numeric	394 unique values 0 missing
CATS2D_08_LL	numeric	38 unique values 0 missing
GATS4m	numeric	374 unique values 0 missing
NdssC	numeric	16 unique values 0 missing
SM03_EA.ri.	numeric	431 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
AECC	numeric	594 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4p	numeric	289 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	448 unique values 0 missing
SRW04	numeric	185 unique values 0 missing
ALOGP	numeric	743 unique values 0 missing
CATS2D_08_PL	numeric	7 unique values 0 missing
GATS4s	numeric	528 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	384 unique values 0 missing
SRW05	numeric	7 unique values 0 missing
ALOGP2	numeric	785 unique values 0 missing
CATS2D_09_AA	numeric	8 unique values 0 missing
GATS4v	numeric	267 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	491 unique values 0 missing
SRW06	numeric	419 unique values 0 missing
AMR	numeric	787 unique values 0 missing
CATS2D_09_AL	numeric	34 unique values 0 missing
GATS5e	numeric	538 unique values 0 missing
nF	numeric	8 unique values 0 missing
SM04_AEA.ri.	numeric	485 unique values 0 missing
SRW07	numeric	25 unique values 0 missing
AMW	numeric	603 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
GATS5i	numeric	332 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM04_EA	numeric	298 unique values 0 missing
SRW08	numeric	445 unique values 0 missing
ARR	numeric	191 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
GATS5m	numeric	414 unique values 0 missing
nH	numeric	67 unique values 0 missing
SM04_EA.bo.	numeric	449 unique values 0 missing
SRW09	numeric	65 unique values 0 missing
ATS1e	numeric	487 unique values 0 missing
CATS2D_09_DA	numeric	17 unique values 0 missing
GATS5p	numeric	338 unique values 0 missing
nHAcc	numeric	31 unique values 0 missing
SM04_EA.dm.	numeric	397 unique values 0 missing
SRW10	numeric	476 unique values 0 missing
ATS1i	numeric	498 unique values 0 missing
CATS2D_09_DD	numeric	16 unique values 0 missing
GATS5s	numeric	589 unique values 0 missing
nHDon	numeric	23 unique values 0 missing
SM04_EA.ed.	numeric	528 unique values 0 missing
SsBr	numeric	11 unique values 0 missing
ATS1m	numeric	479 unique values 0 missing
CATS2D_09_DL	numeric	28 unique values 0 missing
GATS5v	numeric	297 unique values 0 missing
nHet	numeric	30 unique values 0 missing
SM04_EA.ri.	numeric	514 unique values 0 missing
SsCH3	numeric	531 unique values 0 missing
ATS1p	numeric	476 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
GATS6e	numeric	547 unique values 0 missing
nHM	numeric	7 unique values 0 missing
SM05_AEA.bo.	numeric	449 unique values 0 missing
SsCl	numeric	295 unique values 0 missing
ATS1s	numeric	514 unique values 0 missing
CATS2D_09_DP	numeric	6 unique values 0 missing
GATS6i	numeric	400 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	360 unique values 0 missing
SsF	numeric	191 unique values 0 missing
ATS1v	numeric	476 unique values 0 missing
CATS2D_09_LL	numeric	41 unique values 0 missing
GATS6m	numeric	410 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	492 unique values 0 missing
SsI	numeric	6 unique values 0 missing
ATS2e	numeric	493 unique values 0 missing
CATS2D_09_NL	numeric	6 unique values 0 missing
GATS6p	numeric	404 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	483 unique values 0 missing
SsNH2	numeric	102 unique values 0 missing
ATS2i	numeric	490 unique values 0 missing
CATS2D_09_PL	numeric	8 unique values 0 missing
GATS6s	numeric	604 unique values 0 missing
nN	numeric	19 unique values 0 missing
SM05_EA	numeric	164 unique values 0 missing
SsOH	numeric	195 unique values 0 missing
ATS2m	numeric	512 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	300 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	453 unique values 0 missing
SssCH2	numeric	800 unique values 0 missing
ATS2p	numeric	501 unique values 0 missing
CENT	numeric	636 unique values 0 missing
GATS7e	numeric	605 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	235 unique values 0 missing
SsSH	numeric	5 unique values 0 missing
ATS2s	numeric	586 unique values 0 missing
Chi0_AEA.bo.	numeric	607 unique values 0 missing
GATS7i	numeric	400 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	544 unique values 0 missing
SssNH	numeric	498 unique values 0 missing
ATS2v	numeric	498 unique values 0 missing
Chi0_AEA.dm.	numeric	607 unique values 0 missing
GATS7m	numeric	358 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	518 unique values 0 missing
SssO	numeric	418 unique values 0 missing
ATS3e	numeric	514 unique values 0 missing
Chi0_AEA.ed.	numeric	607 unique values 0 missing
GATS7p	numeric	364 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	473 unique values 0 missing
SssS	numeric	40 unique values 0 missing
ATS3i	numeric	547 unique values 0 missing
Chi0_AEA.ri.	numeric	607 unique values 0 missing
GATS7s	numeric	636 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	353 unique values 0 missing
SsssCH	numeric	643 unique values 0 missing
ATS3m	numeric	539 unique values 0 missing
Chi0_EA	numeric	607 unique values 0 missing
GATS7v	numeric	341 unique values 0 missing
NNRS	numeric	15 unique values 0 missing
SM06_AEA.ed.	numeric	525 unique values 0 missing
SsssN	numeric	579 unique values 0 missing
ATS3p	numeric	514 unique values 0 missing
Chi0_EA.bo.	numeric	657 unique values 0 missing
GATS8e	numeric	541 unique values 0 missing
nO	numeric	19 unique values 0 missing
SM06_AEA.ri.	numeric	456 unique values 0 missing
SssssC	numeric	369 unique values 0 missing
ATS3s	numeric	550 unique values 0 missing
Chi0_EA.dm.	numeric	671 unique values 0 missing
GATS8i	numeric	364 unique values 0 missing
nOHp	numeric	4 unique values 0 missing
SM06_EA	numeric	508 unique values 0 missing
SssssN.	numeric	4 unique values 0 missing
ATS3v	numeric	519 unique values 0 missing
Chi0_EA.ed.	numeric	657 unique values 0 missing
GATS8m	numeric	387 unique values 0 missing
nOHs	numeric	7 unique values 0 missing
SM06_EA.bo.	numeric	493 unique values 0 missing
StCH	numeric	2 unique values 0 missing
ATS4e	numeric	547 unique values 0 missing
Chi0_EA.ri.	numeric	789 unique values 0 missing
GATS8p	numeric	340 unique values 0 missing
nOHt	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	364 unique values 0 missing
StN	numeric	10 unique values 0 missing
ATS4i	numeric	540 unique values 0 missing
Chi1_AEA.bo.	numeric	627 unique values 0 missing
GATS8s	numeric	594 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	556 unique values 0 missing
StsC	numeric	14 unique values 0 missing
ATS4m	numeric	557 unique values 0 missing
Chi1_AEA.dm.	numeric	627 unique values 0 missing
GATS8v	numeric	310 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	568 unique values 0 missing
Sv	numeric	702 unique values 0 missing
ATS4p	numeric	546 unique values 0 missing
Chi1_AEA.ed.	numeric	627 unique values 0 missing
GGI1	numeric	42 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	483 unique values 0 missing
TIC0	numeric	684 unique values 0 missing
ATS4s	numeric	581 unique values 0 missing
Chi1_AEA.ri.	numeric	627 unique values 0 missing
GGI10	numeric	375 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	367 unique values 0 missing
TIC1	numeric	757 unique values 0 missing
ATS4v	numeric	538 unique values 0 missing
Chi1_EA	numeric	627 unique values 0 missing
GGI2	numeric	60 unique values 0 missing
nPyridines	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	502 unique values 0 missing
TIC2	numeric	778 unique values 0 missing
ATS5e	numeric	571 unique values 0 missing
Chi1_EA.bo.	numeric	688 unique values 0 missing
GGI3	numeric	247 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	475 unique values 0 missing
TIC3	numeric	732 unique values 0 missing
ATS5i	numeric	557 unique values 0 missing
Chi1_EA.dm.	numeric	714 unique values 0 missing
GGI4	numeric	488 unique values 0 missing
nPyrroles	numeric	4 unique values 0 missing
SM07_EA	numeric	486 unique values 0 missing
TIC4	numeric	691 unique values 0 missing
ATS5m	numeric	599 unique values 0 missing
Chi1_EA.ed.	numeric	646 unique values 0 missing
GGI5	numeric	451 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	507 unique values 0 missing
TIC5	numeric	679 unique values 0 missing
ATS5p	numeric	558 unique values 0 missing
Chi1_EA.ri.	numeric	791 unique values 0 missing
GGI6	numeric	479 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	227 unique values 0 missing
TIE	numeric	829 unique values 0 missing
ATS5s	numeric	589 unique values 0 missing
CIC0	numeric	540 unique values 0 missing
GGI7	numeric	443 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	568 unique values 0 missing
TPC	numeric	506 unique values 0 missing
ATS5v	numeric	554 unique values 0 missing
CIC1	numeric	553 unique values 0 missing
GGI8	numeric	443 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM07_EA.ri.	numeric	570 unique values 0 missing
TPSA.NO.	numeric	401 unique values 0 missing
ATS6e	numeric	565 unique values 0 missing
CIC2	numeric	550 unique values 0 missing
GGI9	numeric	444 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM08_AEA.bo.	numeric	512 unique values 0 missing
TPSA.Tot.	numeric	428 unique values 0 missing
ATS6i	numeric	588 unique values 0 missing
CIC3	numeric	458 unique values 0 missing
GMTI	numeric	681 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	357 unique values 0 missing
TRS	numeric	41 unique values 0 missing
ATS6m	numeric	593 unique values 0 missing
CIC4	numeric	436 unique values 0 missing
GMTIV	numeric	801 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM08_AEA.ed.	numeric	521 unique values 0 missing
TWC	numeric	478 unique values 0 missing
ATS6p	numeric	577 unique values 0 missing
CIC5	numeric	446 unique values 0 missing
GNar	numeric	238 unique values 0 missing
nR09	numeric	5 unique values 0 missing
SM08_AEA.ri.	numeric	470 unique values 0 missing
Uc	numeric	38 unique values 0 missing
ATS6s	numeric	622 unique values 0 missing
CID	numeric	420 unique values 0 missing
H.	numeric	160 unique values 0 missing
nR10	numeric	3 unique values 0 missing
SM08_EA	numeric	539 unique values 0 missing
Ui	numeric	39 unique values 0 missing
ATS6v	numeric	566 unique values 0 missing
Cl.089	numeric	6 unique values 0 missing
H.046	numeric	24 unique values 0 missing
nR11	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	524 unique values 0 missing
Uindex	numeric	679 unique values 0 missing
ATS7e	numeric	602 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	45 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	323 unique values 0 missing
UNIP	numeric	283 unique values 0 missing
ATS7i	numeric	611 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	4 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	563 unique values 0 missing
VAR	numeric	287 unique values 0 missing
ATS7m	numeric	607 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	3 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	612 unique values 0 missing
Vindex	numeric	147 unique values 0 missing
ATS7p	numeric	584 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	22 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	238 unique values 0 missing
VvdwMG	numeric	693 unique values 0 missing
ATS7s	numeric	598 unique values 0 missing
CSI	numeric	555 unique values 0 missing
H.051	numeric	11 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	344 unique values 0 missing
VvdwZAZ	numeric	693 unique values 0 missing
ATS7v	numeric	583 unique values 0 missing
DBI	numeric	98 unique values 0 missing
H.052	numeric	26 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	539 unique values 0 missing
Vx	numeric	693 unique values 0 missing
ATS8e	numeric	612 unique values 0 missing
D.Dtr03	numeric	15 unique values 0 missing
H.053	numeric	8 unique values 0 missing
nRCONH2	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	480 unique values 0 missing
Wap	numeric	645 unique values 0 missing
ATS8i	numeric	608 unique values 0 missing
D.Dtr04	numeric	16 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nRCONHR	numeric	13 unique values 0 missing
SM09_EA	numeric	526 unique values 0 missing
X.	numeric	106 unique values 0 missing
ATS8m	numeric	595 unique values 0 missing
D.Dtr05	numeric	378 unique values 0 missing
HDcpx	numeric	238 unique values 0 missing
nRCONR2	numeric	4 unique values 0 missing
SM09_EA.bo.	numeric	534 unique values 0 missing
X0	numeric	477 unique values 0 missing
ATS8p	numeric	587 unique values 0 missing
D.Dtr06	numeric	682 unique values 0 missing
HNar	numeric	258 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	217 unique values 0 missing
X0A	numeric	77 unique values 0 missing
ATS8s	numeric	609 unique values 0 missing
D.Dtr07	numeric	14 unique values 0 missing
HVcpx	numeric	473 unique values 0 missing
nRCOOR	numeric	4 unique values 0 missing
SM09_EA.ed.	numeric	554 unique values 0 missing
X0Av	numeric	145 unique values 0 missing
ATS8v	numeric	584 unique values 0 missing
D.Dtr08	numeric	5 unique values 0 missing
Hy	numeric	457 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	618 unique values 0 missing
X0sol	numeric	531 unique values 0 missing
ATSC1e	numeric	295 unique values 0 missing
D.Dtr09	numeric	289 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	294 unique values 0 missing
X0v	numeric	739 unique values 0 missing
ATSC1i	numeric	554 unique values 0 missing
D.Dtr10	numeric	86 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM10_AEA.dm.	numeric	264 unique values 0 missing
X1	numeric	609 unique values 0 missing
ATSC1m	numeric	735 unique values 0 missing
D.Dtr11	numeric	4 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	553 unique values 0 missing
X1A	numeric	53 unique values 0 missing
ATSC1p	numeric	715 unique values 0 missing
D.Dtr12	numeric	4 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nR.CX	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	444 unique values 0 missing
X1Av	numeric	109 unique values 0 missing
ATSC1s	numeric	792 unique values 0 missing
DECC	numeric	532 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRNH2	numeric	5 unique values 0 missing
SM10_EA	numeric	542 unique values 0 missing
X1Kup	numeric	776 unique values 0 missing
ATSC1v	numeric	717 unique values 0 missing
DELS	numeric	821 unique values 0 missing
IAC	numeric	684 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	531 unique values 0 missing
X1Mad	numeric	777 unique values 0 missing
ATSC2e	numeric	526 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	394 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.dm.	numeric	278 unique values 0 missing
X1MulPer	numeric	756 unique values 0 missing
ATSC2i	numeric	642 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	495 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM10_EA.ed.	numeric	547 unique values 0 missing
X1Per	numeric	771 unique values 0 missing
ATSC2m	numeric	766 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC2	numeric	555 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	637 unique values 0 missing
X1sol	numeric	631 unique values 0 missing
ATSC2p	numeric	748 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC3	numeric	560 unique values 0 missing
nROH	numeric	8 unique values 0 missing
SM11_AEA.bo.	numeric	325 unique values 0 missing
X1v	numeric	773 unique values 0 missing
ATSC2s	numeric	818 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC4	numeric	531 unique values 0 missing
nROR	numeric	6 unique values 0 missing
SM11_AEA.dm.	numeric	336 unique values 0 missing
X2	numeric	652 unique values 0 missing
ATSC2v	numeric	753 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC5	numeric	544 unique values 0 missing
NRS	numeric	7 unique values 0 missing
SM11_AEA.ed.	numeric	545 unique values 0 missing
X2A	numeric	59 unique values 0 missing
ATSC3e	numeric	589 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	444 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM11_AEA.ri.	numeric	224 unique values 0 missing
X2Av	numeric	91 unique values 0 missing
ATSC3i	numeric	670 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDDE	numeric	428 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM11_EA	numeric	558 unique values 0 missing
X2sol	numeric	665 unique values 0 missing
ATSC3m	numeric	810 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	358 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	527 unique values 0 missing
X2v	numeric	778 unique values 0 missing
ATSC3p	numeric	782 unique values 0 missing
DLS_cons	numeric	59 unique values 0 missing
IDE	numeric	479 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	205 unique values 0 missing
X3	numeric	664 unique values 0 missing
ATSC3s	numeric	830 unique values 0 missing
Dz	numeric	353 unique values 0 missing
IDET	numeric	680 unique values 0 missing
NsCH3	numeric	10 unique values 0 missing
SM11_EA.ed.	numeric	548 unique values 0 missing
X3A	numeric	50 unique values 0 missing
ATSC3v	numeric	799 unique values 0 missing
ECC	numeric	450 unique values 0 missing
IDM	numeric	569 unique values 0 missing
NsCl	numeric	6 unique values 0 missing
SM11_EA.ri.	numeric	628 unique values 0 missing
X3Av	numeric	69 unique values 0 missing
ATSC4e	numeric	641 unique values 0 missing
Eig01_AEA.bo.	numeric	214 unique values 0 missing
IDMT	numeric	681 unique values 0 missing
NsF	numeric	8 unique values 0 missing
SM12_AEA.bo.	numeric	370 unique values 0 missing
X3sol	numeric	677 unique values 0 missing
ATSC4i	numeric	691 unique values 0 missing
Eig01_AEA.dm.	numeric	246 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nSH	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	406 unique values 0 missing
X3v	numeric	781 unique values 0 missing
ATSC4m	numeric	827 unique values 0 missing
Eig01_AEA.ed.	numeric	212 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM12_AEA.ed.	numeric	551 unique values 0 missing
X4	numeric	648 unique values 0 missing
ATSC4p	numeric	799 unique values 0 missing
Eig01_AEA.ri.	numeric	243 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nSK	numeric	70 unique values 0 missing
SM12_AEA.ri.	numeric	236 unique values 0 missing
X4A	numeric	45 unique values 0 missing
ATSC4s	numeric	834 unique values 0 missing
Eig01_EA	numeric	238 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsNH2	numeric	6 unique values 0 missing
SM12_EA	numeric	561 unique values 0 missing
X4Av	numeric	50 unique values 0 missing
ATSC4v	numeric	819 unique values 0 missing
Eig01_EA.bo.	numeric	224 unique values 0 missing
ISIZ	numeric	113 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	537 unique values 0 missing
X4sol	numeric	670 unique values 0 missing
ATSC5e	numeric	681 unique values 0 missing
Eig01_EA.dm.	numeric	118 unique values 0 missing
IVDE	numeric	330 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	256 unique values 0 missing
X4v	numeric	783 unique values 0 missing
ATSC5i	numeric	696 unique values 0 missing
Eig01_EA.ed.	numeric	264 unique values 0 missing
IVDM	numeric	372 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	539 unique values 0 missing
X5	numeric	658 unique values 0 missing
ATSC5m	numeric	828 unique values 0 missing
Eig01_EA.ri.	numeric	246 unique values 0 missing
JGI1	numeric	155 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	654 unique values 0 missing
X5A	numeric	35 unique values 0 missing
ATSC5p	numeric	812 unique values 0 missing
Eig02_AEA.bo.	numeric	286 unique values 0 missing
JGI10	numeric	17 unique values 0 missing
NsOH	numeric	8 unique values 0 missing
SM13_AEA.bo.	numeric	383 unique values 0 missing
X5Av	numeric	35 unique values 0 missing
ATSC5s	numeric	833 unique values 0 missing
Eig02_AEA.dm.	numeric	288 unique values 0 missing
JGI2	numeric	72 unique values 0 missing
NssCH2	numeric	20 unique values 0 missing
SM13_AEA.dm.	numeric	452 unique values 0 missing
X5sol	numeric	666 unique values 0 missing
ATSC5v	numeric	822 unique values 0 missing
Eig02_AEA.ed.	numeric	258 unique values 0 missing
JGI3	numeric	42 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	540 unique values 0 missing
X5v	numeric	763 unique values 0 missing
ATSC6e	numeric	669 unique values 0 missing
Eig02_AEA.ri.	numeric	320 unique values 0 missing
JGI4	numeric	36 unique values 0 missing
NssNH	numeric	12 unique values 0 missing
SM13_AEA.ri.	numeric	260 unique values 0 missing
Xindex	numeric	189 unique values 0 missing
ATSC6i	numeric	737 unique values 0 missing
Eig02_EA	numeric	294 unique values 0 missing
JGI5	numeric	31 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM13_EA	numeric	570 unique values 0 missing
XMOD	numeric	785 unique values 0 missing
ATSC6m	numeric	830 unique values 0 missing
Eig02_EA.bo.	numeric	236 unique values 0 missing
JGI6	numeric	19 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	537 unique values 0 missing
Xt	numeric	122 unique values 0 missing
ATSC6p	numeric	812 unique values 0 missing
Eig02_EA.dm.	numeric	125 unique values 0 missing
JGI7	numeric	15 unique values 0 missing
NsssCH	numeric	17 unique values 0 missing
SM13_EA.dm.	numeric	204 unique values 0 missing
Xu	numeric	674 unique values 0 missing
ATSC6s	numeric	831 unique values 0 missing
Eig02_EA.ed.	numeric	336 unique values 0 missing
JGI8	numeric	15 unique values 0 missing
NsssN	numeric	7 unique values 0 missing
SM13_EA.ed.	numeric	519 unique values 0 missing
Yindex	numeric	300 unique values 0 missing
ATSC6v	numeric	819 unique values 0 missing
Eig02_EA.ri.	numeric	309 unique values 0 missing
JGI9	numeric	14 unique values 0 missing
NssssC	numeric	6 unique values 0 missing
SM13_EA.ri.	numeric	657 unique values 0 missing
ZM1	numeric	138 unique values 0 missing
ATSC7e	numeric	650 unique values 0 missing
Eig03_AEA.bo.	numeric	305 unique values 0 missing
JGT	numeric	244 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	418 unique values 0 missing
ZM1Kup	numeric	750 unique values 0 missing
ATSC7i	numeric	711 unique values 0 missing
Eig03_AEA.dm.	numeric	370 unique values 0 missing
LLS_01	numeric	6 unique values 0 missing
nTB	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	442 unique values 0 missing
ZM1Mad	numeric	758 unique values 0 missing
ATSC7m	numeric	828 unique values 0 missing
Eig03_AEA.ed.	numeric	308 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	565 unique values 0 missing
ZM1MulPer	numeric	791 unique values 0 missing
ATSC7p	numeric	818 unique values 0 missing
Eig03_AEA.ri.	numeric	354 unique values 0 missing
LOC	numeric	405 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	314 unique values 0 missing
ZM1Per	numeric	789 unique values 0 missing
ATSC7s	numeric	830 unique values 0 missing
Eig03_EA	numeric	325 unique values 0 missing
LPRS	numeric	684 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_EA	numeric	568 unique values 0 missing
ZM1V	numeric	321 unique values 0 missing
ATSC7v	numeric	823 unique values 0 missing
Eig03_EA.bo.	numeric	260 unique values 0 missing
MATS1e	numeric	204 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM14_EA.bo.	numeric	534 unique values 0 missing
ZM2	numeric	244 unique values 0 missing
ATSC8e	numeric	696 unique values 0 missing
Eig03_EA.dm.	numeric	137 unique values 0 missing
MATS1i	numeric	293 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_EA.dm.	numeric	252 unique values 0 missing
ZM2Kup	numeric	797 unique values 0 missing
ATSC8i	numeric	731 unique values 0 missing
Eig03_EA.ed.	numeric	406 unique values 0 missing
MATS1m	numeric	130 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM14_EA.ed.	numeric	504 unique values 0 missing
ZM2Mad	numeric	801 unique values 0 missing
ATSC8m	numeric	827 unique values 0 missing
Eig03_EA.ri.	numeric	347 unique values 0 missing
MATS1p	numeric	211 unique values 0 missing
nX	numeric	9 unique values 0 missing
SM14_EA.ri.	numeric	654 unique values 0 missing
ZM2MulPer	numeric	806 unique values 0 missing
ATSC8p	numeric	816 unique values 0 missing
Eig04_AEA.bo.	numeric	328 unique values 0 missing
MATS1s	numeric	166 unique values 0 missing
O.	numeric	97 unique values 0 missing
SM15_AEA.bo.	numeric	432 unique values 0 missing
ZM2Per	numeric	804 unique values 0 missing
ATSC8s	numeric	831 unique values 0 missing
Eig04_AEA.dm.	numeric	410 unique values 0 missing
MATS1v	numeric	127 unique values 0 missing
O.056	numeric	8 unique values 0 missing
SM15_AEA.dm.	numeric	476 unique values 0 missing
ZM2V	numeric	400 unique values 0 missing
ATSC8v	numeric	819 unique values 0 missing
Eig04_AEA.ed.	numeric	357 unique values 0 missing
MATS2e	numeric	382 unique values 0 missing
O.057	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	562 unique values 0 missing
BAC	numeric	147 unique values 0 missing
Eig04_AEA.ri.	numeric	411 unique values 0 missing
MATS2i	numeric	371 unique values 0 missing
O.058	numeric	14 unique values 0 missing
SM15_AEA.ri.	numeric	387 unique values 0 missing
BBI	numeric	95 unique values 0 missing
Eig04_EA	numeric	370 unique values 0 missing
MATS2m	numeric	236 unique values 0 missing
O.059	numeric	6 unique values 0 missing
SM15_EA	numeric	563 unique values 0 missing
BIC0	numeric	123 unique values 0 missing
Eig04_EA.bo.	numeric	314 unique values 0 missing
MATS2p	numeric	318 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_EA.bo.	numeric	520 unique values 0 missing
BIC1	numeric	172 unique values 0 missing
Eig04_EA.dm.	numeric	141 unique values 0 missing
MATS2s	numeric	287 unique values 0 missing
O.061	numeric	2 unique values 0 missing
SM15_EA.dm.	numeric	196 unique values 0 missing
BIC2	numeric	179 unique values 0 missing
Eig04_EA.ed.	numeric	452 unique values 0 missing
MATS2v	numeric	279 unique values 0 missing
ON0	numeric	232 unique values 0 missing
SM15_EA.ed.	numeric	505 unique values 0 missing
BIC3	numeric	146 unique values 0 missing
Eig04_EA.ri.	numeric	407 unique values 0 missing
MATS3e	numeric	222 unique values 0 missing
ON0V	numeric	595 unique values 0 missing
SM15_EA.ri.	numeric	662 unique values 0 missing
BIC4	numeric	141 unique values 0 missing
Eig05_AEA.bo.	numeric	383 unique values 0 missing
MATS3i	numeric	272 unique values 0 missing
ON1	numeric	356 unique values 0 missing
SMTI	numeric	682 unique values 0 missing
BIC5	numeric	145 unique values 0 missing
Eig05_AEA.dm.	numeric	414 unique values 0 missing
MATS3m	numeric	253 unique values 0 missing
ON1V	numeric	672 unique values 0 missing
SMTIV	numeric	801 unique values 0 missing
BID	numeric	120 unique values 0 missing
Eig05_AEA.ed.	numeric	347 unique values 0 missing
MATS3p	numeric	228 unique values 0 missing
PCD	numeric	562 unique values 0 missing
SNar	numeric	280 unique values 0 missing
BLI	numeric	246 unique values 0 missing
Eig05_AEA.ri.	numeric	401 unique values 0 missing
MATS3s	numeric	217 unique values 0 missing
PCR	numeric	281 unique values 0 missing
Sp	numeric	672 unique values 0 missing
BLTA96	numeric	420 unique values 0 missing
Eig05_EA	numeric	383 unique values 0 missing
MATS3v	numeric	223 unique values 0 missing
PDI	numeric	137 unique values 0 missing
SpAD_AEA.bo.	numeric	713 unique values 0 missing
BLTD48	numeric	406 unique values 0 missing
Eig05_EA.bo.	numeric	387 unique values 0 missing
MATS4e	numeric	272 unique values 0 missing
PHI	numeric	692 unique values 0 missing
SpAD_AEA.dm.	numeric	794 unique values 0 missing
BLTF96	numeric	392 unique values 0 missing
Eig05_EA.dm.	numeric	129 unique values 0 missing
MATS4i	numeric	245 unique values 0 missing
piID	numeric	571 unique values 0 missing
SpAD_AEA.ed.	numeric	680 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_EA.ed.	numeric	442 unique values 0 missing
MATS4m	numeric	256 unique values 0 missing
piPC01	numeric	119 unique values 0 missing
SpAD_AEA.ri.	numeric	812 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	411 unique values 0 missing
MATS4p	numeric	240 unique values 0 missing
piPC02	numeric	280 unique values 0 missing
SpAD_EA	numeric	678 unique values 0 missing
C.	numeric	125 unique values 0 missing
Eig06_AEA.bo.	numeric	384 unique values 0 missing
MATS4s	numeric	249 unique values 0 missing
piPC03	numeric	399 unique values 0 missing
SpAD_EA.bo.	numeric	710 unique values 0 missing
C.001	numeric	10 unique values 0 missing
Eig06_AEA.dm.	numeric	439 unique values 0 missing
MATS4v	numeric	247 unique values 0 missing
piPC04	numeric	446 unique values 0 missing
SpAD_EA.dm.	numeric	434 unique values 0 missing
C.002	numeric	15 unique values 0 missing
Eig06_AEA.ed.	numeric	401 unique values 0 missing
MATS5e	numeric	327 unique values 0 missing
piPC05	numeric	483 unique values 0 missing
SpAD_EA.ed.	numeric	683 unique values 0 missing
C.003	numeric	7 unique values 0 missing
Eig06_AEA.ri.	numeric	440 unique values 0 missing
MATS5i	numeric	353 unique values 0 missing
piPC06	numeric	506 unique values 0 missing
SpAD_EA.ri.	numeric	808 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig06_EA	numeric	418 unique values 0 missing
MATS5m	numeric	247 unique values 0 missing
piPC07	numeric	542 unique values 0 missing
SpDiam_AEA.bo.	numeric	249 unique values 0 missing
C.005	numeric	8 unique values 0 missing
Eig06_EA.bo.	numeric	389 unique values 0 missing
MATS5p	numeric	322 unique values 0 missing
piPC08	numeric	559 unique values 0 missing
SpDiam_AEA.dm.	numeric	245 unique values 0 missing
C.006	numeric	15 unique values 0 missing
Eig06_EA.dm.	numeric	114 unique values 0 missing
MATS5s	numeric	331 unique values 0 missing
piPC09	numeric	534 unique values 0 missing
SpDiam_AEA.ed.	numeric	267 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	476 unique values 0 missing
MATS5v	numeric	265 unique values 0 missing
piPC10	numeric	554 unique values 0 missing
SpDiam_AEA.ri.	numeric	335 unique values 0 missing
C.008	numeric	16 unique values 0 missing
Eig06_EA.ri.	numeric	440 unique values 0 missing
MATS6e	numeric	352 unique values 0 missing
PJI2	numeric	23 unique values 0 missing
SpDiam_EA	numeric	238 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	430 unique values 0 missing
MATS6i	numeric	381 unique values 0 missing
Pol	numeric	103 unique values 0 missing
SpDiam_EA.bo.	numeric	223 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	431 unique values 0 missing
MATS6m	numeric	300 unique values 0 missing
Psi_e_0	numeric	779 unique values 0 missing
SpDiam_EA.dm.	numeric	147 unique values 0 missing
C.011	numeric	4 unique values 0 missing
Eig07_AEA.ed.	numeric	408 unique values 0 missing
MATS6p	numeric	347 unique values 0 missing
Psi_e_0d	numeric	3 unique values 0 missing
SpDiam_EA.ed.	numeric	312 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	449 unique values 0 missing
MATS6s	numeric	326 unique values 0 missing
Psi_e_1	numeric	789 unique values 0 missing
SpDiam_EA.ri.	numeric	246 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_EA	numeric	432 unique values 0 missing
MATS6v	numeric	288 unique values 0 missing
Psi_e_A	numeric	493 unique values 0 missing
SPI	numeric	676 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	407 unique values 0 missing
MATS7e	numeric	319 unique values 0 missing
Psi_i_0	numeric	743 unique values 0 missing
SpMAD_AEA.bo.	numeric	131 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	116 unique values 0 missing
MATS7i	numeric	300 unique values 0 missing
Psi_i_0d	numeric	2 unique values 0 missing
SpMAD_AEA.dm.	numeric	163 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig07_EA.ed.	numeric	497 unique values 0 missing
MATS7m	numeric	256 unique values 0 missing
Psi_i_1	numeric	785 unique values 0 missing
SpMAD_AEA.ed.	numeric	164 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	479 unique values 0 missing
MATS7p	numeric	311 unique values 0 missing
Psi_i_1d	numeric	3 unique values 0 missing
SpMAD_AEA.ri.	numeric	135 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	386 unique values 0 missing
MATS7s	numeric	282 unique values 0 missing
Psi_i_A	numeric	493 unique values 0 missing
SpMAD_EA	numeric	123 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	440 unique values 0 missing
MATS7v	numeric	297 unique values 0 missing
Psi_i_s	numeric	644 unique values 0 missing
SpMAD_EA.bo.	numeric	281 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig08_AEA.ed.	numeric	424 unique values 0 missing
MATS8e	numeric	325 unique values 0 missing
Psi_i_t	numeric	7 unique values 0 missing
SpMAD_EA.dm.	numeric	407 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig08_AEA.ri.	numeric	500 unique values 0 missing
MATS8i	numeric	268 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	453 unique values 0 missing
C.023	numeric	2 unique values 0 missing
Eig08_EA	numeric	459 unique values 0 missing
MATS8m	numeric	298 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ri.	numeric	153 unique values 0 missing
C.024	numeric	22 unique values 0 missing
Eig08_EA.bo.	numeric	398 unique values 0 missing
MATS8p	numeric	286 unique values 0 missing
P_VSA_e_1	numeric	58 unique values 0 missing
SpMax1_Bh.e.	numeric	189 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig08_EA.dm.	numeric	102 unique values 0 missing
MATS8s	numeric	313 unique values 0 missing
P_VSA_e_2	numeric	749 unique values 0 missing
SpMax1_Bh.i.	numeric	198 unique values 0 missing
C.026	numeric	8 unique values 0 missing
Eig08_EA.ed.	numeric	516 unique values 0 missing
MATS8v	numeric	293 unique values 0 missing
P_VSA_e_3	numeric	186 unique values 0 missing
SpMax1_Bh.m.	numeric	236 unique values 0 missing
C.027	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	495 unique values 0 missing
MAXDN	numeric	612 unique values 0 missing
P_VSA_e_4	numeric	6 unique values 0 missing
SpMax1_Bh.p.	numeric	199 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig09_AEA.bo.	numeric	388 unique values 0 missing
MAXDP	numeric	697 unique values 0 missing
P_VSA_e_5	numeric	146 unique values 0 missing
SpMax1_Bh.s.	numeric	89 unique values 0 missing
C.029	numeric	2 unique values 0 missing
Eig09_AEA.dm.	numeric	463 unique values 0 missing
MCD	numeric	236 unique values 0 missing
P_VSA_e_6	numeric	8 unique values 0 missing
SpMax1_Bh.v.	numeric	179 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	411 unique values 0 missing
MDDD	numeric	677 unique values 0 missing
P_VSA_i_1	numeric	22 unique values 0 missing
SpMax2_Bh.e.	numeric	181 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	472 unique values 0 missing
Me	numeric	85 unique values 0 missing
P_VSA_i_2	numeric	737 unique values 0 missing
SpMax2_Bh.i.	numeric	177 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig09_EA	numeric	418 unique values 0 missing
Mi	numeric	67 unique values 0 missing
P_VSA_i_3	numeric	567 unique values 0 missing
SpMax2_Bh.m.	numeric	233 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig09_EA.bo.	numeric	419 unique values 0 missing
MLOGP	numeric	632 unique values 0 missing
P_VSA_i_4	numeric	235 unique values 0 missing
SpMax2_Bh.p.	numeric	178 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig09_EA.dm.	numeric	92 unique values 0 missing
MLOGP2	numeric	660 unique values 0 missing
P_VSA_LogP_1	numeric	59 unique values 0 missing
SpMax2_Bh.s.	numeric	127 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	485 unique values 0 missing
Mp	numeric	107 unique values 0 missing
P_VSA_LogP_2	numeric	408 unique values 0 missing
SpMax2_Bh.v.	numeric	172 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	483 unique values 0 missing
MPC01	numeric	74 unique values 0 missing
P_VSA_LogP_3	numeric	156 unique values 0 missing
SpMax3_Bh.e.	numeric	204 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	397 unique values 0 missing
MPC02	numeric	95 unique values 0 missing
P_VSA_LogP_4	numeric	215 unique values 0 missing
SpMax3_Bh.i.	numeric	187 unique values 0 missing
C.040	numeric	15 unique values 0 missing
Eig10_AEA.dm.	numeric	444 unique values 0 missing
MPC03	numeric	114 unique values 0 missing
P_VSA_LogP_5	numeric	379 unique values 0 missing
SpMax3_Bh.m.	numeric	262 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	437 unique values 0 missing
MPC04	numeric	139 unique values 0 missing
P_VSA_LogP_6	numeric	62 unique values 0 missing
SpMax3_Bh.p.	numeric	247 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_AEA.ri.	numeric	463 unique values 0 missing
MPC05	numeric	163 unique values 0 missing
P_VSA_LogP_7	numeric	120 unique values 0 missing
SpMax3_Bh.s.	numeric	199 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig10_EA	numeric	384 unique values 0 missing
MPC06	numeric	176 unique values 0 missing
P_VSA_LogP_8	numeric	22 unique values 0 missing
SpMax3_Bh.v.	numeric	248 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	402 unique values 0 missing
MPC07	numeric	205 unique values 0 missing
P_VSA_m_1	numeric	58 unique values 0 missing
SpMax4_Bh.e.	numeric	300 unique values 0 missing
CATS2D_00_DD	numeric	6 unique values 0 missing
Eig10_EA.dm.	numeric	71 unique values 0 missing
MPC08	numeric	222 unique values 0 missing
P_VSA_m_2	numeric	743 unique values 0 missing
SpMax4_Bh.i.	numeric	279 unique values 0 missing
CATS2D_00_DP	numeric	6 unique values 0 missing
Eig10_EA.ed.	numeric	483 unique values 0 missing
MPC09	numeric	244 unique values 0 missing
P_VSA_m_3	numeric	201 unique values 0 missing
SpMax4_Bh.m.	numeric	315 unique values 0 missing
CATS2D_00_PP	numeric	6 unique values 0 missing
Eig10_EA.ri.	numeric	476 unique values 0 missing
MPC10	numeric	266 unique values 0 missing
P_VSA_m_4	numeric	37 unique values 0 missing
SpMax4_Bh.p.	numeric	327 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig11_AEA.bo.	numeric	348 unique values 0 missing
MSD	numeric	633 unique values 0 missing
P_VSA_m_5	numeric	5 unique values 0 missing
SpMax4_Bh.s.	numeric	241 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	401 unique values 0 missing
Mv	numeric	121 unique values 0 missing
P_VSA_MR_1	numeric	81 unique values 0 missing
SpMax4_Bh.v.	numeric	334 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig11_AEA.ed.	numeric	400 unique values 0 missing
MW	numeric	701 unique values 0 missing
P_VSA_MR_2	numeric	295 unique values 0 missing
SpMax5_Bh.e.	numeric	355 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_AEA.ri.	numeric	395 unique values 0 missing
MWC01	numeric	74 unique values 0 missing
P_VSA_MR_3	numeric	26 unique values 0 missing
SpMax5_Bh.i.	numeric	355 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_EA	numeric	360 unique values 0 missing
MWC02	numeric	138 unique values 0 missing
P_VSA_MR_4	numeric	5 unique values 0 missing
SpMax5_Bh.m.	numeric	356 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_EA.bo.	numeric	356 unique values 0 missing
MWC03	numeric	244 unique values 0 missing
P_VSA_MR_5	numeric	591 unique values 0 missing
SpMax5_Bh.p.	numeric	358 unique values 0 missing
CATS2D_01_LL	numeric	33 unique values 0 missing
Eig11_EA.dm.	numeric	47 unique values 0 missing
MWC04	numeric	373 unique values 0 missing
P_VSA_MR_6	numeric	469 unique values 0 missing
SpMax5_Bh.s.	numeric	275 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig11_EA.ed.	numeric	456 unique values 0 missing
MWC05	numeric	454 unique values 0 missing
P_VSA_MR_7	numeric	64 unique values 0 missing
SpMax5_Bh.v.	numeric	361 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig11_EA.ri.	numeric	410 unique values 0 missing
MWC06	numeric	466 unique values 0 missing
P_VSA_MR_8	numeric	20 unique values 0 missing
SpMax6_Bh.e.	numeric	394 unique values 0 missing
CATS2D_02_AL	numeric	18 unique values 0 missing
Eig12_AEA.bo.	numeric	348 unique values 0 missing
MWC07	numeric	473 unique values 0 missing
P_VSA_p_1	numeric	129 unique values 0 missing
SpMax6_Bh.i.	numeric	377 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig12_AEA.dm.	numeric	381 unique values 0 missing
MWC08	numeric	486 unique values 0 missing
P_VSA_p_2	numeric	401 unique values 0 missing
SpMax6_Bh.m.	numeric	353 unique values 0 missing
CATS2D_02_AP	numeric	5 unique values 0 missing
Eig12_AEA.ed.	numeric	403 unique values 0 missing
MWC09	numeric	475 unique values 0 missing
P_VSA_p_3	numeric	747 unique values 0 missing
SpMax6_Bh.p.	numeric	393 unique values 0 missing
CATS2D_02_DA	numeric	14 unique values 0 missing
Eig12_AEA.ri.	numeric	391 unique values 0 missing
MWC10	numeric	490 unique values 0 missing
P_VSA_p_4	numeric	3 unique values 0 missing
SpMax6_Bh.s.	numeric	317 unique values 0 missing
CATS2D_02_DD	numeric	3 unique values 0 missing
Eig12_EA	numeric	353 unique values 0 missing
N.	numeric	99 unique values 0 missing
P_VSA_s_1	numeric	5 unique values 0 missing
SpMax6_Bh.v.	numeric	413 unique values 0 missing
CATS2D_02_DL	numeric	17 unique values 0 missing
Eig12_EA.bo.	numeric	374 unique values 0 missing
N.066	numeric	5 unique values 0 missing
P_VSA_s_2	numeric	131 unique values 0 missing
SpMax7_Bh.e.	numeric	373 unique values 0 missing
CATS2D_02_DN	numeric	2 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

941

Number of instances (rows) of the dataset.

NumberOfFeatures

1384

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

1383

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

1.47

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

5.14

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

2.68

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

2.34

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

342.76

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.85

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.98

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.38

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

MaxKurtosisOfNumericAtts

941

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.6

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

101966.09

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

13.61

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

7.42

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-11.57

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

30.68

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

2.64

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

117056.86

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

2.06

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.88

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.2

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

47.51

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

296.43

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.44

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.17

Average class difference between consecutive instances.

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.

Show all 62 properties