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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3772

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: CHEMBL3772 (TID: 11279), and it has 522 rows and 1363 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).

1365 features

pXC50 (target)	numeric	305 unique values 0 missing
molecule_id (row identifier)	nominal	522 unique values 0 missing
CATS2D_08_DL	numeric	8 unique values 0 missing
GATS4m	numeric	328 unique values 0 missing
nHAcc	numeric	10 unique values 0 missing
SM05_EA.ri.	numeric	321 unique values 0 missing
SssO	numeric	137 unique values 0 missing
AAC	numeric	264 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
GATS4p	numeric	280 unique values 0 missing
nHDon	numeric	8 unique values 0 missing
SM06_AEA.bo.	numeric	254 unique values 0 missing
SssS	numeric	10 unique values 0 missing
AECC	numeric	224 unique values 0 missing
CATS2D_08_DP	numeric	2 unique values 0 missing
GATS4s	numeric	357 unique values 0 missing
nHet	numeric	12 unique values 0 missing
SM06_AEA.dm.	numeric	249 unique values 0 missing
SsssCH	numeric	184 unique values 0 missing
ALOGP	numeric	432 unique values 0 missing
CATS2D_08_LL	numeric	22 unique values 0 missing
GATS4v	numeric	266 unique values 0 missing
nHM	numeric	4 unique values 0 missing
SM06_AEA.ed.	numeric	264 unique values 0 missing
SsssN	numeric	256 unique values 0 missing
ALOGP2	numeric	454 unique values 0 missing
CATS2D_08_NL	numeric	7 unique values 0 missing
GATS5e	numeric	374 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	235 unique values 0 missing
SssssC	numeric	86 unique values 0 missing
AMR	numeric	461 unique values 0 missing
CATS2D_08_PL	numeric	3 unique values 0 missing
GATS5i	numeric	301 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM06_EA	numeric	270 unique values 0 missing
SssssN.	numeric	3 unique values 0 missing
AMW	numeric	347 unique values 0 missing
CATS2D_09_AA	numeric	5 unique values 0 missing
GATS5m	numeric	333 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	276 unique values 0 missing
StCH	numeric	24 unique values 0 missing
ARR	numeric	96 unique values 0 missing
CATS2D_09_AL	numeric	11 unique values 0 missing
GATS5p	numeric	298 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	117 unique values 0 missing
StN	numeric	9 unique values 0 missing
ATS1e	numeric	305 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
GATS5s	numeric	374 unique values 0 missing
nN	numeric	8 unique values 0 missing
SM06_EA.ed.	numeric	267 unique values 0 missing
StsC	numeric	39 unique values 0 missing
ATS1i	numeric	307 unique values 0 missing
CATS2D_09_DA	numeric	3 unique values 0 missing
GATS5v	numeric	279 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	342 unique values 0 missing
Sv	numeric	371 unique values 0 missing
ATS1m	numeric	299 unique values 0 missing
CATS2D_09_DD	numeric	3 unique values 0 missing
GATS6e	numeric	398 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	271 unique values 0 missing
TIC0	numeric	331 unique values 0 missing
ATS1p	numeric	295 unique values 0 missing
CATS2D_09_DL	numeric	9 unique values 0 missing
GATS6i	numeric	314 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	250 unique values 0 missing
TIC1	numeric	402 unique values 0 missing
ATS1s	numeric	311 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
GATS6m	numeric	394 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	262 unique values 0 missing
TIC2	numeric	397 unique values 0 missing
ATS1v	numeric	297 unique values 0 missing
CATS2D_09_LL	numeric	22 unique values 0 missing
GATS6p	numeric	353 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	271 unique values 0 missing
TIC3	numeric	334 unique values 0 missing
ATS2e	numeric	332 unique values 0 missing
CATS2D_09_NL	numeric	6 unique values 0 missing
GATS6s	numeric	397 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM07_EA	numeric	238 unique values 0 missing
TIC4	numeric	319 unique values 0 missing
ATS2i	numeric	348 unique values 0 missing
CATS2D_09_PL	numeric	5 unique values 0 missing
GATS6v	numeric	297 unique values 0 missing
NNRS	numeric	11 unique values 0 missing
SM07_EA.bo.	numeric	251 unique values 0 missing
TIC5	numeric	321 unique values 0 missing
ATS2m	numeric	333 unique values 0 missing
CENT	numeric	262 unique values 0 missing
GATS7e	numeric	398 unique values 0 missing
nO	numeric	7 unique values 0 missing
SM07_EA.dm.	numeric	52 unique values 0 missing
TIE	numeric	492 unique values 0 missing
ATS2p	numeric	336 unique values 0 missing
Chi0_AEA.bo.	numeric	243 unique values 0 missing
GATS7i	numeric	314 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	259 unique values 0 missing
TPC	numeric	240 unique values 0 missing
ATS2s	numeric	324 unique values 0 missing
Chi0_AEA.dm.	numeric	243 unique values 0 missing
GATS7m	numeric	384 unique values 0 missing
nOHs	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	338 unique values 0 missing
TPSA.NO.	numeric	134 unique values 0 missing
ATS2v	numeric	304 unique values 0 missing
Chi0_AEA.ed.	numeric	243 unique values 0 missing
GATS7p	numeric	353 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	277 unique values 0 missing
TPSA.Tot.	numeric	154 unique values 0 missing
ATS3e	numeric	360 unique values 0 missing
Chi0_AEA.ri.	numeric	243 unique values 0 missing
GATS7s	numeric	393 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	227 unique values 0 missing
TRS	numeric	29 unique values 0 missing
ATS3i	numeric	375 unique values 0 missing
Chi0_EA	numeric	243 unique values 0 missing
GATS7v	numeric	326 unique values 0 missing
nPyrazines	numeric	3 unique values 0 missing
SM08_AEA.ed.	numeric	272 unique values 0 missing
TWC	numeric	259 unique values 0 missing
ATS3m	numeric	341 unique values 0 missing
Chi0_EA.bo.	numeric	288 unique values 0 missing
GATS8e	numeric	394 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	260 unique values 0 missing
Uc	numeric	22 unique values 0 missing
ATS3p	numeric	335 unique values 0 missing
Chi0_EA.dm.	numeric	334 unique values 0 missing
GATS8i	numeric	329 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM08_EA	numeric	275 unique values 0 missing
Ui	numeric	23 unique values 0 missing
ATS3s	numeric	336 unique values 0 missing
Chi0_EA.ed.	numeric	296 unique values 0 missing
GATS8m	numeric	359 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	268 unique values 0 missing
Uindex	numeric	302 unique values 0 missing
ATS3v	numeric	341 unique values 0 missing
Chi0_EA.ri.	numeric	452 unique values 0 missing
GATS8p	numeric	359 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	104 unique values 0 missing
UNIP	numeric	111 unique values 0 missing
ATS4e	numeric	389 unique values 0 missing
Chi1_AEA.bo.	numeric	285 unique values 0 missing
GATS8s	numeric	411 unique values 0 missing
nPyrrolidines	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	265 unique values 0 missing
VAR	numeric	110 unique values 0 missing
ATS4i	numeric	378 unique values 0 missing
Chi1_AEA.dm.	numeric	285 unique values 0 missing
GATS8v	numeric	321 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	372 unique values 0 missing
Vindex	numeric	131 unique values 0 missing
ATS4m	numeric	372 unique values 0 missing
Chi1_AEA.ed.	numeric	285 unique values 0 missing
GGI1	numeric	13 unique values 0 missing
nR04	numeric	4 unique values 0 missing
SM09_AEA.bo.	numeric	173 unique values 0 missing
VvdwMG	numeric	353 unique values 0 missing
ATS4p	numeric	381 unique values 0 missing
Chi1_AEA.ri.	numeric	285 unique values 0 missing
GGI10	numeric	115 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM09_AEA.dm.	numeric	214 unique values 0 missing
VvdwZAZ	numeric	382 unique values 0 missing
ATS4s	numeric	340 unique values 0 missing
Chi1_EA	numeric	285 unique values 0 missing
GGI2	numeric	42 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM09_AEA.ed.	numeric	260 unique values 0 missing
Vx	numeric	353 unique values 0 missing
ATS4v	numeric	365 unique values 0 missing
Chi1_EA.bo.	numeric	319 unique values 0 missing
GGI3	numeric	130 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	251 unique values 0 missing
Wap	numeric	276 unique values 0 missing
ATS5e	numeric	398 unique values 0 missing
Chi1_EA.dm.	numeric	349 unique values 0 missing
GGI4	numeric	214 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM09_EA	numeric	265 unique values 0 missing
X.	numeric	40 unique values 0 missing
ATS5i	numeric	394 unique values 0 missing
Chi1_EA.ed.	numeric	293 unique values 0 missing
GGI5	numeric	195 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM09_EA.bo.	numeric	266 unique values 0 missing
X0	numeric	167 unique values 0 missing
ATS5m	numeric	362 unique values 0 missing
Chi1_EA.ri.	numeric	469 unique values 0 missing
GGI6	numeric	205 unique values 0 missing
nR10	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	50 unique values 0 missing
X0A	numeric	84 unique values 0 missing
ATS5p	numeric	376 unique values 0 missing
CIC0	numeric	299 unique values 0 missing
GGI7	numeric	179 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	271 unique values 0 missing
X0Av	numeric	127 unique values 0 missing
ATS5s	numeric	365 unique values 0 missing
CIC1	numeric	369 unique values 0 missing
GGI8	numeric	162 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	364 unique values 0 missing
X0sol	numeric	218 unique values 0 missing
ATS5v	numeric	380 unique values 0 missing
CIC2	numeric	346 unique values 0 missing
GGI9	numeric	149 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM10_AEA.bo.	numeric	211 unique values 0 missing
X0v	numeric	411 unique values 0 missing
ATS6e	numeric	396 unique values 0 missing
CIC3	numeric	284 unique values 0 missing
GMTI	numeric	302 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	205 unique values 0 missing
X1	numeric	245 unique values 0 missing
ATS6i	numeric	398 unique values 0 missing
CIC4	numeric	266 unique values 0 missing
GMTIV	numeric	452 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	270 unique values 0 missing
X1A	numeric	62 unique values 0 missing
ATS6m	numeric	400 unique values 0 missing
CIC5	numeric	269 unique values 0 missing
GNar	numeric	138 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	232 unique values 0 missing
X1Av	numeric	100 unique values 0 missing
ATS6p	numeric	373 unique values 0 missing
CID	numeric	218 unique values 0 missing
H.	numeric	143 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM10_EA	numeric	281 unique values 0 missing
X1Kup	numeric	447 unique values 0 missing
ATS6s	numeric	373 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
H.046	numeric	22 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	265 unique values 0 missing
X1Mad	numeric	449 unique values 0 missing
ATS6v	numeric	377 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	21 unique values 0 missing
nRCOOH	numeric	4 unique values 0 missing
SM10_EA.dm.	numeric	97 unique values 0 missing
X1MulPer	numeric	422 unique values 0 missing
ATS7e	numeric	396 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	4 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	264 unique values 0 missing
X1Per	numeric	428 unique values 0 missing
ATS7i	numeric	400 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	378 unique values 0 missing
X1sol	numeric	294 unique values 0 missing
ATS7m	numeric	389 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	8 unique values 0 missing
nR.Cs	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	248 unique values 0 missing
X1v	numeric	438 unique values 0 missing
ATS7p	numeric	386 unique values 0 missing
CSI	numeric	228 unique values 0 missing
H.051	numeric	7 unique values 0 missing
nR.Ct	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	237 unique values 0 missing
X2	numeric	293 unique values 0 missing
ATS7s	numeric	389 unique values 0 missing
DBI	numeric	45 unique values 0 missing
H.052	numeric	10 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	262 unique values 0 missing
X2A	numeric	72 unique values 0 missing
ATS7v	numeric	394 unique values 0 missing
D.Dtr03	numeric	58 unique values 0 missing
H.053	numeric	5 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	162 unique values 0 missing
X2Av	numeric	82 unique values 0 missing
ATS8e	numeric	389 unique values 0 missing
D.Dtr04	numeric	14 unique values 0 missing
HDcpx	numeric	149 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM11_EA	numeric	269 unique values 0 missing
X2sol	numeric	317 unique values 0 missing
ATS8i	numeric	398 unique values 0 missing
D.Dtr05	numeric	230 unique values 0 missing
HNar	numeric	124 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	267 unique values 0 missing
X2v	numeric	464 unique values 0 missing
ATS8m	numeric	396 unique values 0 missing
D.Dtr06	numeric	281 unique values 0 missing
HVcpx	numeric	240 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	48 unique values 0 missing
X3	numeric	302 unique values 0 missing
ATS8p	numeric	370 unique values 0 missing
D.Dtr07	numeric	12 unique values 0 missing
Hy	numeric	184 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	260 unique values 0 missing
X3A	numeric	58 unique values 0 missing
ATS8s	numeric	387 unique values 0 missing
D.Dtr08	numeric	9 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_EA.ri.	numeric	374 unique values 0 missing
X3Av	numeric	65 unique values 0 missing
ATS8v	numeric	378 unique values 0 missing
D.Dtr09	numeric	164 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM12_AEA.bo.	numeric	244 unique values 0 missing
X3sol	numeric	324 unique values 0 missing
ATSC1e	numeric	168 unique values 0 missing
D.Dtr10	numeric	58 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	272 unique values 0 missing
X3v	numeric	461 unique values 0 missing
ATSC1i	numeric	288 unique values 0 missing
D.Dtr11	numeric	7 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM12_AEA.ed.	numeric	263 unique values 0 missing
X4	numeric	294 unique values 0 missing
ATSC1m	numeric	408 unique values 0 missing
D.Dtr12	numeric	9 unique values 0 missing
I.100	numeric	2 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	211 unique values 0 missing
X4A	numeric	52 unique values 0 missing
ATSC1p	numeric	394 unique values 0 missing
DECC	numeric	225 unique values 0 missing
IAC	numeric	331 unique values 0 missing
NsCH3	numeric	6 unique values 0 missing
SM12_EA	numeric	272 unique values 0 missing
X4Av	numeric	48 unique values 0 missing
ATSC1s	numeric	454 unique values 0 missing
DELS	numeric	484 unique values 0 missing
IC0	numeric	264 unique values 0 missing
NsCl	numeric	3 unique values 0 missing
SM12_EA.bo.	numeric	261 unique values 0 missing
X4sol	numeric	319 unique values 0 missing
ATSC1v	numeric	402 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC1	numeric	354 unique values 0 missing
NsF	numeric	4 unique values 0 missing
SM12_EA.dm.	numeric	92 unique values 0 missing
X4v	numeric	458 unique values 0 missing
ATSC2e	numeric	280 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC2	numeric	337 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	260 unique values 0 missing
X5	numeric	297 unique values 0 missing
ATSC2i	numeric	350 unique values 0 missing
DLS_01	numeric	3 unique values 0 missing
IC3	numeric	292 unique values 0 missing
nSK	numeric	28 unique values 0 missing
SM12_EA.ri.	numeric	379 unique values 0 missing
X5A	numeric	43 unique values 0 missing
ATSC2m	numeric	454 unique values 0 missing
DLS_02	numeric	4 unique values 0 missing
IC4	numeric	281 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM13_AEA.bo.	numeric	241 unique values 0 missing
X5Av	numeric	37 unique values 0 missing
ATSC2p	numeric	439 unique values 0 missing
DLS_03	numeric	4 unique values 0 missing
IC5	numeric	283 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	272 unique values 0 missing
X5sol	numeric	322 unique values 0 missing
ATSC2s	numeric	485 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
ICR	numeric	171 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	254 unique values 0 missing
X5v	numeric	440 unique values 0 missing
ATSC2v	numeric	441 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDDE	numeric	175 unique values 0 missing
NsOH	numeric	4 unique values 0 missing
SM13_AEA.ri.	numeric	226 unique values 0 missing
Xindex	numeric	159 unique values 0 missing
ATSC3e	numeric	313 unique values 0 missing
DLS_06	numeric	4 unique values 0 missing
IDDM	numeric	163 unique values 0 missing
NssCH2	numeric	19 unique values 0 missing
SM13_EA	numeric	266 unique values 0 missing
XMOD	numeric	446 unique values 0 missing
ATSC3i	numeric	381 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
IDE	numeric	244 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	247 unique values 0 missing
Xt	numeric	90 unique values 0 missing
ATSC3m	numeric	469 unique values 0 missing
DLS_cons	numeric	28 unique values 0 missing
IDET	numeric	306 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM13_EA.dm.	numeric	47 unique values 0 missing
Xu	numeric	304 unique values 0 missing
ATSC3p	numeric	464 unique values 0 missing
Dz	numeric	123 unique values 0 missing
IDM	numeric	262 unique values 0 missing
NssO	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	258 unique values 0 missing
Yindex	numeric	214 unique values 0 missing
ATSC3s	numeric	490 unique values 0 missing
ECC	numeric	178 unique values 0 missing
IDMT	numeric	306 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	383 unique values 0 missing
ZM1	numeric	66 unique values 0 missing
ATSC3v	numeric	471 unique values 0 missing
Eig01_AEA.bo.	numeric	173 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NsssCH	numeric	7 unique values 0 missing
SM14_AEA.bo.	numeric	234 unique values 0 missing
ZM1Kup	numeric	417 unique values 0 missing
ATSC4e	numeric	348 unique values 0 missing
Eig01_AEA.dm.	numeric	159 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
SM14_AEA.dm.	numeric	270 unique values 0 missing
ZM1Mad	numeric	438 unique values 0 missing
ATSC4i	numeric	394 unique values 0 missing
Eig01_AEA.ed.	numeric	168 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	264 unique values 0 missing
ZM1MulPer	numeric	453 unique values 0 missing
ATSC4m	numeric	487 unique values 0 missing
Eig01_AEA.ri.	numeric	202 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	263 unique values 0 missing
ZM1Per	numeric	449 unique values 0 missing
ATSC4p	numeric	483 unique values 0 missing
Eig01_EA	numeric	173 unique values 0 missing
ISIZ	numeric	53 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM14_EA	numeric	273 unique values 0 missing
ZM1V	numeric	154 unique values 0 missing
ATSC4s	numeric	490 unique values 0 missing
Eig01_EA.bo.	numeric	162 unique values 0 missing
IVDE	numeric	149 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_EA.bo.	numeric	252 unique values 0 missing
ZM2	numeric	119 unique values 0 missing
ATSC4v	numeric	480 unique values 0 missing
Eig01_EA.dm.	numeric	51 unique values 0 missing
IVDM	numeric	153 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_EA.dm.	numeric	87 unique values 0 missing
ZM2Kup	numeric	445 unique values 0 missing
ATSC5e	numeric	322 unique values 0 missing
Eig01_EA.ed.	numeric	205 unique values 0 missing
JGI1	numeric	103 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_EA.ed.	numeric	253 unique values 0 missing
ZM2Mad	numeric	461 unique values 0 missing
ATSC5i	numeric	400 unique values 0 missing
Eig01_EA.ri.	numeric	197 unique values 0 missing
JGI10	numeric	14 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM14_EA.ri.	numeric	386 unique values 0 missing
ZM2MulPer	numeric	455 unique values 0 missing
ATSC5m	numeric	490 unique values 0 missing
Eig02_AEA.bo.	numeric	215 unique values 0 missing
JGI2	numeric	79 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM15_AEA.bo.	numeric	247 unique values 0 missing
ZM2Per	numeric	456 unique values 0 missing
ATSC5p	numeric	481 unique values 0 missing
Eig02_AEA.dm.	numeric	234 unique values 0 missing
JGI3	numeric	65 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM15_AEA.dm.	numeric	280 unique values 0 missing
ZM2V	numeric	218 unique values 0 missing
ATSC5s	numeric	490 unique values 0 missing
Eig02_AEA.ed.	numeric	203 unique values 0 missing
JGI4	numeric	51 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM15_AEA.ed.	numeric	259 unique values 0 missing
ATSC5v	numeric	478 unique values 0 missing
Eig02_AEA.ri.	numeric	245 unique values 0 missing
JGI5	numeric	42 unique values 0 missing
nX	numeric	4 unique values 0 missing
SM15_AEA.ri.	numeric	252 unique values 0 missing
ATSC6e	numeric	340 unique values 0 missing
Eig02_EA	numeric	211 unique values 0 missing
JGI6	numeric	30 unique values 0 missing
O.	numeric	83 unique values 0 missing
SM15_EA	numeric	270 unique values 0 missing
ATSC6i	numeric	390 unique values 0 missing
Eig02_EA.bo.	numeric	211 unique values 0 missing
JGI7	numeric	18 unique values 0 missing
O.056	numeric	3 unique values 0 missing
SM15_EA.bo.	numeric	250 unique values 0 missing
ATSC6m	numeric	487 unique values 0 missing
Eig02_EA.dm.	numeric	46 unique values 0 missing
JGI8	numeric	16 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM15_EA.dm.	numeric	47 unique values 0 missing
ATSC6p	numeric	481 unique values 0 missing
Eig02_EA.ed.	numeric	237 unique values 0 missing
JGI9	numeric	15 unique values 0 missing
O.058	numeric	4 unique values 0 missing
SM15_EA.ed.	numeric	251 unique values 0 missing
ATSC6s	numeric	489 unique values 0 missing
Eig02_EA.ri.	numeric	258 unique values 0 missing
JGT	numeric	176 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_EA.ri.	numeric	379 unique values 0 missing
ATSC6v	numeric	482 unique values 0 missing
Eig03_AEA.bo.	numeric	242 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
O.060	numeric	4 unique values 0 missing
SMTI	numeric	302 unique values 0 missing
ATSC7e	numeric	340 unique values 0 missing
Eig03_AEA.dm.	numeric	274 unique values 0 missing
LLS_02	numeric	4 unique values 0 missing
O.062	numeric	2 unique values 0 missing
SMTIV	numeric	452 unique values 0 missing
ATSC7i	numeric	386 unique values 0 missing
Eig03_AEA.ed.	numeric	231 unique values 0 missing
LOC	numeric	178 unique values 0 missing
ON0	numeric	99 unique values 0 missing
SNar	numeric	101 unique values 0 missing
ATSC7m	numeric	486 unique values 0 missing
Eig03_AEA.ri.	numeric	319 unique values 0 missing
LPRS	numeric	306 unique values 0 missing
ON0V	numeric	290 unique values 0 missing
Sp	numeric	364 unique values 0 missing
ATSC7p	numeric	480 unique values 0 missing
Eig03_EA	numeric	248 unique values 0 missing
MATS1e	numeric	214 unique values 0 missing
ON1	numeric	149 unique values 0 missing
SpAD_AEA.bo.	numeric	324 unique values 0 missing
ATSC7s	numeric	487 unique values 0 missing
Eig03_EA.bo.	numeric	226 unique values 0 missing
MATS1i	numeric	285 unique values 0 missing
ON1V	numeric	366 unique values 0 missing
SpAD_AEA.dm.	numeric	424 unique values 0 missing
ATSC7v	numeric	483 unique values 0 missing
Eig03_EA.dm.	numeric	39 unique values 0 missing
MATS1m	numeric	139 unique values 0 missing
PCD	numeric	276 unique values 0 missing
SpAD_AEA.ed.	numeric	304 unique values 0 missing
ATSC8e	numeric	325 unique values 0 missing
Eig03_EA.ed.	numeric	272 unique values 0 missing
MATS1p	numeric	209 unique values 0 missing
PCR	numeric	194 unique values 0 missing
SpAD_AEA.ri.	numeric	470 unique values 0 missing
ATSC8i	numeric	372 unique values 0 missing
Eig03_EA.ri.	numeric	322 unique values 0 missing
MATS1s	numeric	184 unique values 0 missing
PDI	numeric	194 unique values 0 missing
SpAD_EA	numeric	304 unique values 0 missing
ATSC8m	numeric	479 unique values 0 missing
Eig04_AEA.bo.	numeric	255 unique values 0 missing
MATS1v	numeric	150 unique values 0 missing
PHI	numeric	376 unique values 0 missing
SpAD_EA.bo.	numeric	327 unique values 0 missing
ATSC8p	numeric	471 unique values 0 missing
Eig04_AEA.dm.	numeric	292 unique values 0 missing
MATS2e	numeric	289 unique values 0 missing
piID	numeric	275 unique values 0 missing
SpAD_EA.dm.	numeric	127 unique values 0 missing
ATSC8s	numeric	488 unique values 0 missing
Eig04_AEA.ed.	numeric	246 unique values 0 missing
MATS2i	numeric	315 unique values 0 missing
piPC01	numeric	68 unique values 0 missing
SpAD_EA.ed.	numeric	305 unique values 0 missing
ATSC8v	numeric	481 unique values 0 missing
Eig04_AEA.ri.	numeric	329 unique values 0 missing
MATS2m	numeric	229 unique values 0 missing
piPC02	numeric	150 unique values 0 missing
SpAD_EA.ri.	numeric	471 unique values 0 missing
BAC	numeric	56 unique values 0 missing
Eig04_EA	numeric	244 unique values 0 missing
MATS2p	numeric	300 unique values 0 missing
piPC03	numeric	210 unique values 0 missing
SpDiam_AEA.bo.	numeric	214 unique values 0 missing
BBI	numeric	44 unique values 0 missing
Eig04_EA.bo.	numeric	263 unique values 0 missing
MATS2s	numeric	252 unique values 0 missing
piPC04	numeric	258 unique values 0 missing
SpDiam_AEA.dm.	numeric	170 unique values 0 missing
BIC0	numeric	136 unique values 0 missing
Eig04_EA.dm.	numeric	30 unique values 0 missing
MATS2v	numeric	283 unique values 0 missing
piPC05	numeric	266 unique values 0 missing
SpDiam_AEA.ed.	numeric	233 unique values 0 missing
BIC1	numeric	209 unique values 0 missing
Eig04_EA.ed.	numeric	272 unique values 0 missing
MATS3e	numeric	245 unique values 0 missing
piPC06	numeric	278 unique values 0 missing
SpDiam_AEA.ri.	numeric	226 unique values 0 missing
BIC2	numeric	172 unique values 0 missing
Eig04_EA.ri.	numeric	338 unique values 0 missing
MATS3i	numeric	283 unique values 0 missing
piPC07	numeric	280 unique values 0 missing
SpDiam_EA	numeric	179 unique values 0 missing
BIC3	numeric	143 unique values 0 missing
Eig05_AEA.bo.	numeric	252 unique values 0 missing
MATS3m	numeric	285 unique values 0 missing
piPC08	numeric	279 unique values 0 missing
SpDiam_EA.bo.	numeric	163 unique values 0 missing
BIC4	numeric	140 unique values 0 missing
Eig05_AEA.dm.	numeric	313 unique values 0 missing
MATS3p	numeric	269 unique values 0 missing
piPC09	numeric	270 unique values 0 missing
SpDiam_EA.dm.	numeric	52 unique values 0 missing
BIC5	numeric	137 unique values 0 missing
Eig05_AEA.ed.	numeric	226 unique values 0 missing
MATS3s	numeric	208 unique values 0 missing
piPC10	numeric	269 unique values 0 missing
SpDiam_EA.ed.	numeric	230 unique values 0 missing
BID	numeric	92 unique values 0 missing
Eig05_AEA.ri.	numeric	346 unique values 0 missing
MATS3v	numeric	302 unique values 0 missing
PJI2	numeric	11 unique values 0 missing
SpDiam_EA.ri.	numeric	211 unique values 0 missing
BLI	numeric	209 unique values 0 missing
Eig05_EA	numeric	241 unique values 0 missing
MATS4e	numeric	328 unique values 0 missing
Pol	numeric	48 unique values 0 missing
SPI	numeric	300 unique values 0 missing
BLTA96	numeric	224 unique values 0 missing
Eig05_EA.bo.	numeric	252 unique values 0 missing
MATS4i	numeric	262 unique values 0 missing
Psi_e_0	numeric	435 unique values 0 missing
SpMAD_AEA.bo.	numeric	131 unique values 0 missing
BLTD48	numeric	214 unique values 0 missing
Eig05_EA.dm.	numeric	22 unique values 0 missing
MATS4m	numeric	313 unique values 0 missing
Psi_e_0d	numeric	8 unique values 0 missing
SpMAD_AEA.dm.	numeric	152 unique values 0 missing
BLTF96	numeric	211 unique values 0 missing
Eig05_EA.ed.	numeric	270 unique values 0 missing
MATS4p	numeric	276 unique values 0 missing
Psi_e_1	numeric	435 unique values 0 missing
SpMAD_AEA.ed.	numeric	154 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	341 unique values 0 missing
MATS4s	numeric	301 unique values 0 missing
Psi_e_1d	numeric	6 unique values 0 missing
SpMAD_AEA.ri.	numeric	127 unique values 0 missing
C.	numeric	117 unique values 0 missing
Eig06_AEA.bo.	numeric	250 unique values 0 missing
MATS4v	numeric	288 unique values 0 missing
Psi_e_A	numeric	309 unique values 0 missing
SpMAD_EA	numeric	113 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig06_AEA.dm.	numeric	322 unique values 0 missing
MATS5e	numeric	302 unique values 0 missing
Psi_i_0	numeric	422 unique values 0 missing
SpMAD_EA.bo.	numeric	218 unique values 0 missing
C.002	numeric	15 unique values 0 missing
Eig06_AEA.ed.	numeric	251 unique values 0 missing
MATS5i	numeric	252 unique values 0 missing
Psi_i_0d	numeric	8 unique values 0 missing
SpMAD_EA.dm.	numeric	204 unique values 0 missing
C.003	numeric	7 unique values 0 missing
Eig06_AEA.ri.	numeric	309 unique values 0 missing
MATS5m	numeric	285 unique values 0 missing
Psi_i_1	numeric	448 unique values 0 missing
SpMAD_EA.ed.	numeric	265 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig06_EA	numeric	234 unique values 0 missing
MATS5p	numeric	256 unique values 0 missing
Psi_i_1d	numeric	12 unique values 0 missing
SpMAD_EA.ri.	numeric	147 unique values 0 missing
C.005	numeric	4 unique values 0 missing
Eig06_EA.bo.	numeric	271 unique values 0 missing
MATS5s	numeric	275 unique values 0 missing
Psi_i_1s	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	171 unique values 0 missing
C.006	numeric	6 unique values 0 missing
Eig06_EA.dm.	numeric	11 unique values 0 missing
MATS5v	numeric	279 unique values 0 missing
Psi_i_A	numeric	309 unique values 0 missing
SpMax1_Bh.i.	numeric	155 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	280 unique values 0 missing
MATS6e	numeric	328 unique values 0 missing
Psi_i_s	numeric	253 unique values 0 missing
SpMax1_Bh.m.	numeric	168 unique values 0 missing
C.008	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	312 unique values 0 missing
MATS6i	numeric	309 unique values 0 missing
Psi_i_t	numeric	8 unique values 0 missing
SpMax1_Bh.p.	numeric	196 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	259 unique values 0 missing
MATS6m	numeric	328 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax1_Bh.s.	numeric	48 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	329 unique values 0 missing
MATS6p	numeric	277 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.v.	numeric	183 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	269 unique values 0 missing
MATS6s	numeric	313 unique values 0 missing
P_VSA_e_1	numeric	38 unique values 0 missing
SpMax2_Bh.e.	numeric	179 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	341 unique values 0 missing
MATS6v	numeric	282 unique values 0 missing
P_VSA_e_2	numeric	423 unique values 0 missing
SpMax2_Bh.i.	numeric	174 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_EA	numeric	247 unique values 0 missing
MATS7e	numeric	339 unique values 0 missing
P_VSA_e_3	numeric	82 unique values 0 missing
SpMax2_Bh.m.	numeric	222 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	271 unique values 0 missing
MATS7i	numeric	310 unique values 0 missing
P_VSA_e_4	numeric	3 unique values 0 missing
SpMax2_Bh.p.	numeric	188 unique values 0 missing
C.016	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	6 unique values 0 missing
MATS7m	numeric	347 unique values 0 missing
P_VSA_e_5	numeric	29 unique values 0 missing
SpMax2_Bh.s.	numeric	171 unique values 0 missing
C.017	numeric	2 unique values 0 missing
Eig07_EA.ed.	numeric	282 unique values 0 missing
MATS7p	numeric	323 unique values 0 missing
P_VSA_e_6	numeric	4 unique values 0 missing
SpMax2_Bh.v.	numeric	199 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig07_EA.ri.	numeric	333 unique values 0 missing
MATS7s	numeric	327 unique values 0 missing
P_VSA_i_1	numeric	12 unique values 0 missing
SpMax3_Bh.e.	numeric	266 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	234 unique values 0 missing
MATS7v	numeric	323 unique values 0 missing
P_VSA_i_2	numeric	421 unique values 0 missing
SpMax3_Bh.i.	numeric	257 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig08_AEA.dm.	numeric	299 unique values 0 missing
MATS8e	numeric	367 unique values 0 missing
P_VSA_i_3	numeric	167 unique values 0 missing
SpMax3_Bh.m.	numeric	273 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	252 unique values 0 missing
MATS8i	numeric	321 unique values 0 missing
P_VSA_i_4	numeric	106 unique values 0 missing
SpMax3_Bh.p.	numeric	284 unique values 0 missing
C.024	numeric	13 unique values 0 missing
Eig08_AEA.ri.	numeric	299 unique values 0 missing
MATS8m	numeric	352 unique values 0 missing
P_VSA_LogP_1	numeric	27 unique values 0 missing
SpMax3_Bh.s.	numeric	224 unique values 0 missing
C.025	numeric	6 unique values 0 missing
Eig08_EA	numeric	216 unique values 0 missing
MATS8p	numeric	348 unique values 0 missing
P_VSA_LogP_2	numeric	108 unique values 0 missing
SpMax3_Bh.v.	numeric	286 unique values 0 missing
C.026	numeric	6 unique values 0 missing
Eig08_EA.bo.	numeric	229 unique values 0 missing
MATS8s	numeric	360 unique values 0 missing
P_VSA_LogP_3	numeric	50 unique values 0 missing
SpMax4_Bh.e.	numeric	302 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig08_EA.dm.	numeric	7 unique values 0 missing
MATS8v	numeric	334 unique values 0 missing
P_VSA_LogP_4	numeric	118 unique values 0 missing
SpMax4_Bh.i.	numeric	300 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig08_EA.ed.	numeric	236 unique values 0 missing
MAXDN	numeric	373 unique values 0 missing
P_VSA_LogP_5	numeric	240 unique values 0 missing
SpMax4_Bh.m.	numeric	287 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	301 unique values 0 missing
MAXDP	numeric	404 unique values 0 missing
P_VSA_LogP_6	numeric	78 unique values 0 missing
SpMax4_Bh.p.	numeric	312 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	223 unique values 0 missing
MCD	numeric	113 unique values 0 missing
P_VSA_LogP_7	numeric	89 unique values 0 missing
SpMax4_Bh.s.	numeric	258 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig09_AEA.dm.	numeric	264 unique values 0 missing
MDDD	numeric	296 unique values 0 missing
P_VSA_LogP_8	numeric	7 unique values 0 missing
SpMax4_Bh.v.	numeric	307 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	231 unique values 0 missing
Me	numeric	76 unique values 0 missing
P_VSA_m_1	numeric	38 unique values 0 missing
SpMax5_Bh.e.	numeric	299 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig09_AEA.ri.	numeric	249 unique values 0 missing
Mi	numeric	63 unique values 0 missing
P_VSA_m_2	numeric	427 unique values 0 missing
SpMax5_Bh.i.	numeric	304 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig09_EA	numeric	181 unique values 0 missing
MLOGP	numeric	325 unique values 0 missing
P_VSA_m_3	numeric	38 unique values 0 missing
SpMax5_Bh.m.	numeric	315 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	225 unique values 0 missing
MLOGP2	numeric	338 unique values 0 missing
P_VSA_m_4	numeric	19 unique values 0 missing
SpMax5_Bh.p.	numeric	312 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	9 unique values 0 missing
Mp	numeric	157 unique values 0 missing
P_VSA_m_5	numeric	3 unique values 0 missing
SpMax5_Bh.s.	numeric	279 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	188 unique values 0 missing
MPC01	numeric	32 unique values 0 missing
P_VSA_MR_1	numeric	61 unique values 0 missing
SpMax5_Bh.v.	numeric	310 unique values 0 missing
C.040	numeric	4 unique values 0 missing
Eig09_EA.ri.	numeric	263 unique values 0 missing
MPC02	numeric	44 unique values 0 missing
P_VSA_MR_2	numeric	66 unique values 0 missing
SpMax6_Bh.e.	numeric	287 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig10_AEA.bo.	numeric	184 unique values 0 missing
MPC03	numeric	62 unique values 0 missing
P_VSA_MR_3	numeric	10 unique values 0 missing
SpMax6_Bh.i.	numeric	278 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	250 unique values 0 missing
MPC04	numeric	84 unique values 0 missing
P_VSA_MR_4	numeric	4 unique values 0 missing
SpMax6_Bh.m.	numeric	319 unique values 0 missing
C.043	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	201 unique values 0 missing
MPC05	numeric	106 unique values 0 missing
P_VSA_MR_5	numeric	273 unique values 0 missing
SpMax6_Bh.p.	numeric	287 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig10_AEA.ri.	numeric	240 unique values 0 missing
MPC06	numeric	126 unique values 0 missing
P_VSA_MR_6	numeric	308 unique values 0 missing
SpMax6_Bh.s.	numeric	305 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig10_EA	numeric	173 unique values 0 missing
MPC07	numeric	151 unique values 0 missing
P_VSA_MR_7	numeric	61 unique values 0 missing
SpMax6_Bh.v.	numeric	285 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig10_EA.bo.	numeric	187 unique values 0 missing
MPC08	numeric	170 unique values 0 missing
P_VSA_MR_8	numeric	14 unique values 0 missing
SpMax7_Bh.e.	numeric	255 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig10_EA.dm.	numeric	9 unique values 0 missing
MPC09	numeric	177 unique values 0 missing
P_VSA_p_1	numeric	71 unique values 0 missing
SpMax7_Bh.i.	numeric	251 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
Eig10_EA.ed.	numeric	187 unique values 0 missing
MPC10	numeric	179 unique values 0 missing
P_VSA_p_2	numeric	135 unique values 0 missing
SpMax7_Bh.m.	numeric	261 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig10_EA.ri.	numeric	230 unique values 0 missing
MSD	numeric	296 unique values 0 missing
P_VSA_p_3	numeric	424 unique values 0 missing
SpMax7_Bh.p.	numeric	223 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig11_AEA.bo.	numeric	248 unique values 0 missing
Mv	numeric	161 unique values 0 missing
P_VSA_p_4	numeric	2 unique values 0 missing
SpMax7_Bh.s.	numeric	334 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	261 unique values 0 missing
MW	numeric	371 unique values 0 missing
P_VSA_s_1	numeric	3 unique values 0 missing
SpMax7_Bh.v.	numeric	251 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
Eig11_AEA.ed.	numeric	182 unique values 0 missing
MWC01	numeric	32 unique values 0 missing
P_VSA_s_2	numeric	53 unique values 0 missing
SpMax8_Bh.e.	numeric	230 unique values 0 missing
CATS2D_01_LL	numeric	23 unique values 0 missing
Eig11_AEA.ri.	numeric	333 unique values 0 missing
MWC02	numeric	66 unique values 0 missing
P_VSA_s_3	numeric	321 unique values 0 missing
SpMax8_Bh.i.	numeric	245 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig11_EA	numeric	221 unique values 0 missing
MWC03	numeric	119 unique values 0 missing
P_VSA_s_4	numeric	240 unique values 0 missing
SpMax8_Bh.m.	numeric	240 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
Eig11_EA.bo.	numeric	243 unique values 0 missing
MWC04	numeric	200 unique values 0 missing
P_VSA_s_5	numeric	20 unique values 0 missing
SpMax8_Bh.p.	numeric	255 unique values 0 missing
CATS2D_02_AA	numeric	6 unique values 0 missing
Eig11_EA.dm.	numeric	10 unique values 0 missing
MWC05	numeric	253 unique values 0 missing
P_VSA_s_6	numeric	154 unique values 0 missing
SpMax8_Bh.s.	numeric	264 unique values 0 missing
CATS2D_02_AL	numeric	14 unique values 0 missing
Eig11_EA.ed.	numeric	235 unique values 0 missing
MWC06	numeric	264 unique values 0 missing
P_VSA_v_1	numeric	38 unique values 0 missing
SpMax8_Bh.v.	numeric	252 unique values 0 missing
CATS2D_02_AP	numeric	4 unique values 0 missing
Eig11_EA.ri.	numeric	311 unique values 0 missing
MWC07	numeric	258 unique values 0 missing
P_VSA_v_2	numeric	171 unique values 0 missing
SpMaxA_AEA.bo.	numeric	112 unique values 0 missing
CATS2D_02_DA	numeric	6 unique values 0 missing
Eig12_AEA.bo.	numeric	252 unique values 0 missing
MWC08	numeric	261 unique values 0 missing
P_VSA_v_3	numeric	424 unique values 0 missing
SpMaxA_AEA.dm.	numeric	110 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
Eig12_AEA.dm.	numeric	300 unique values 0 missing
MWC09	numeric	260 unique values 0 missing
P_VSA_v_4	numeric	2 unique values 0 missing
SpMaxA_AEA.ed.	numeric	133 unique values 0 missing
CATS2D_02_DL	numeric	9 unique values 0 missing
Eig12_AEA.ed.	numeric	250 unique values 0 missing
MWC10	numeric	261 unique values 0 missing
PW2	numeric	67 unique values 0 missing
SpMaxA_AEA.ri.	numeric	118 unique values 0 missing
CATS2D_02_DN	numeric	3 unique values 0 missing
Eig12_AEA.ri.	numeric	353 unique values 0 missing
N.	numeric	103 unique values 0 missing
PW3	numeric	78 unique values 0 missing
SpMaxA_EA	numeric	95 unique values 0 missing
CATS2D_02_LL	numeric	26 unique values 0 missing
Eig12_EA	numeric	249 unique values 0 missing
N.066	numeric	2 unique values 0 missing
PW4	numeric	87 unique values 0 missing
SpMax_AEA.bo.	numeric	173 unique values 0 missing
CATS2D_02_NL	numeric	6 unique values 0 missing
Eig12_EA.bo.	numeric	279 unique values 0 missing
N.067	numeric	3 unique values 0 missing
PW5	numeric	63 unique values 0 missing
SpMaxA_EA.bo.	numeric	120 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
Eig12_EA.dm.	numeric	11 unique values 0 missing
N.068	numeric	3 unique values 0 missing
Qindex	numeric	29 unique values 0 missing
SpMax_AEA.dm.	numeric	159 unique values 0 missing
CATS2D_02_PN	numeric	2 unique values 0 missing
Eig12_EA.ed.	numeric	271 unique values 0 missing
N.069	numeric	3 unique values 0 missing
Ram	numeric	11 unique values 0 missing
SpMaxA_EA.dm.	numeric	98 unique values 0 missing
CATS2D_03_AA	numeric	5 unique values 0 missing
Eig12_EA.ri.	numeric	338 unique values 0 missing
N.070	numeric	3 unique values 0 missing
RBF	numeric	110 unique values 0 missing
SpMax_AEA.ed.	numeric	168 unique values 0 missing
CATS2D_03_AL	numeric	16 unique values 0 missing
Eig13_AEA.bo.	numeric	249 unique values 0 missing
N.071	numeric	2 unique values 0 missing
RBN	numeric	14 unique values 0 missing
SpMaxA_EA.ed.	numeric	170 unique values 0 missing
CATS2D_03_AN	numeric	3 unique values 0 missing
Eig13_AEA.dm.	numeric	338 unique values 0 missing
N.072	numeric	3 unique values 0 missing
Rbrid	numeric	6 unique values 0 missing
SpMax_AEA.ri.	numeric	202 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

522

Number of instances (rows) of the dataset.

NumberOfFeatures

1365

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

1364

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

0.19

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

22.76

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

69.21

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-1.23

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

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

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

Dimensionality

2.61

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

1.16

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.58

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

34.47

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.04

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-2.01

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.45

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

522

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.51

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

19162.37

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

5.55

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

-16.12

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

22.85

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.79

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

13112.25

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.12

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.47

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

Show all 62 properties