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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2056

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: CHEMBL2056 (TID: 88), and it has 895 rows and 482 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). Feature selection was also applied.

484 features

pXC50 (target)	numeric	531 unique values 0 missing
molecule_id (row identifier)	nominal	895 unique values 0 missing
Rbrid	numeric	12 unique values 0 missing
nR11	numeric	5 unique values 0 missing
GGI5	numeric	359 unique values 0 missing
nCb.	numeric	14 unique values 0 missing
GGI8	numeric	338 unique values 0 missing
NaasC	numeric	14 unique values 0 missing
ATS4v	numeric	554 unique values 0 missing
GATS5m	numeric	426 unique values 0 missing
JGI3	numeric	56 unique values 0 missing
nR07	numeric	4 unique values 0 missing
UNIP	numeric	197 unique values 0 missing
C.026	numeric	10 unique values 0 missing
Eta_betaP_A	numeric	221 unique values 0 missing
RBF	numeric	138 unique values 0 missing
SpMax2_Bh.i.	numeric	250 unique values 0 missing
D.Dtr05	numeric	255 unique values 0 missing
X2A	numeric	69 unique values 0 missing
Yindex	numeric	452 unique values 0 missing
SM11_EA.ed.	numeric	576 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM14_EA.ri.	numeric	666 unique values 0 missing
NNRS	numeric	18 unique values 0 missing
SsssN	numeric	540 unique values 0 missing
SRW05	numeric	7 unique values 0 missing
SpMin1_Bh.i.	numeric	182 unique values 0 missing
MSD	numeric	644 unique values 0 missing
NssCH2	numeric	18 unique values 0 missing
GATS8m	numeric	528 unique values 0 missing
SM06_AEA.bo.	numeric	508 unique values 0 missing
HVcpx	numeric	534 unique values 0 missing
SpMAD_AEA.ri.	numeric	157 unique values 0 missing
SM08_EA.bo.	numeric	525 unique values 0 missing
Chi1_EA.dm.	numeric	663 unique values 0 missing
P_VSA_s_6	numeric	246 unique values 0 missing
GATS2s	numeric	419 unique values 0 missing
IDE	numeric	545 unique values 0 missing
SM03_EA	numeric	27 unique values 0 missing
RBN	numeric	15 unique values 0 missing
ATSC6s	numeric	809 unique values 0 missing
SM07_EA.bo.	numeric	518 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eta_B_A	numeric	30 unique values 0 missing
P_VSA_p_1	numeric	96 unique values 0 missing
JGI9	numeric	19 unique values 0 missing
SpMAD_EA	numeric	148 unique values 0 missing
SRW07	numeric	23 unique values 0 missing
SpMin8_Bh.s.	numeric	380 unique values 0 missing
SM05_EA.bo.	numeric	471 unique values 0 missing
GATS2m	numeric	404 unique values 0 missing
GATS5e	numeric	508 unique values 0 missing
SM04_EA.ed.	numeric	518 unique values 0 missing
nArOH	numeric	5 unique values 0 missing
JGI2	numeric	66 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
MATS2p	numeric	300 unique values 0 missing
SM06_EA.bo.	numeric	520 unique values 0 missing
ATSC1s	numeric	739 unique values 0 missing
SpDiam_EA.bo.	numeric	334 unique values 0 missing
SsCl	numeric	263 unique values 0 missing
Eig01_EA.bo.	numeric	332 unique values 0 missing
SM07_EA.dm.	numeric	110 unique values 0 missing
SM11_AEA.ri.	numeric	332 unique values 0 missing
SM05_EA.dm.	numeric	108 unique values 0 missing
SpMax_EA.bo.	numeric	332 unique values 0 missing
ATSC7m	numeric	807 unique values 0 missing
GATS5v	numeric	313 unique values 0 missing
SM06_AEA.ed.	numeric	523 unique values 0 missing
Eig01_EA.ri.	numeric	343 unique values 0 missing
P_VSA_p_2	numeric	238 unique values 0 missing
SpDiam_EA.ri.	numeric	342 unique values 0 missing
Eig12_EA.bo.	numeric	510 unique values 0 missing
SpMax_EA.ri.	numeric	343 unique values 0 missing
JGI4	numeric	50 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SpMin4_Bh.i.	numeric	382 unique values 0 missing
CATS2D_03_DL	numeric	12 unique values 0 missing
MCD	numeric	170 unique values 0 missing
O.057	numeric	5 unique values 0 missing
H.053	numeric	7 unique values 0 missing
SRW09	numeric	70 unique values 0 missing
Eig10_AEA.ed.	numeric	499 unique values 0 missing
RFD	numeric	67 unique values 0 missing
SpMin5_Bh.s.	numeric	366 unique values 0 missing
ATSC7e	numeric	465 unique values 0 missing
SM03_EA.ed.	numeric	299 unique values 0 missing
Eta_sh_y	numeric	237 unique values 0 missing
Eig04_EA.ed.	numeric	574 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM13_AEA.dm.	numeric	574 unique values 0 missing
PCD	numeric	562 unique values 0 missing
MWC04	numeric	345 unique values 0 missing
D.Dtr09	numeric	183 unique values 0 missing
SpMin2_Bh.i.	numeric	220 unique values 0 missing
GGI1	numeric	25 unique values 0 missing
ATSC6e	numeric	456 unique values 0 missing
GATS4m	numeric	384 unique values 0 missing
RDSQ	numeric	680 unique values 0 missing
RCI	numeric	75 unique values 0 missing
SpMax5_Bh.p.	numeric	430 unique values 0 missing
P_VSA_LogP_8	numeric	21 unique values 0 missing
SM09_EA.dm.	numeric	103 unique values 0 missing
D.Dtr11	numeric	235 unique values 0 missing
SM04_AEA.bo.	numeric	480 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
ATS6m	numeric	622 unique values 0 missing
NdsN	numeric	2 unique values 0 missing
JGI5	numeric	36 unique values 0 missing
Eig02_EA.bo.	numeric	380 unique values 0 missing
Eig12_EA.ri.	numeric	539 unique values 0 missing
SM12_AEA.ri.	numeric	380 unique values 0 missing
SdssC	numeric	346 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
S2K	numeric	607 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
GATS3e	numeric	455 unique values 0 missing
nCL	numeric	5 unique values 0 missing
piPC03	numeric	383 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
X0	numeric	315 unique values 0 missing
GATS1m	numeric	387 unique values 0 missing
Eig04_AEA.ed.	numeric	485 unique values 0 missing
Eta_B	numeric	267 unique values 0 missing
ATS2p	numeric	484 unique values 0 missing
DECC	numeric	492 unique values 0 missing
Psi_i_t	numeric	16 unique values 0 missing
SM15_EA.bo.	numeric	572 unique values 0 missing
MATS5v	numeric	291 unique values 0 missing
nArX	numeric	7 unique values 0 missing
Eig12_EA	numeric	469 unique values 0 missing
CATS2D_05_DL	numeric	12 unique values 0 missing
SM06_AEA.dm.	numeric	469 unique values 0 missing
CATS2D_06_DL	numeric	14 unique values 0 missing
SpDiam_AEA.bo.	numeric	361 unique values 0 missing
SM14_EA.bo.	numeric	550 unique values 0 missing
Eig06_EA	numeric	493 unique values 0 missing
MATS3i	numeric	279 unique values 0 missing
SM14_AEA.bo.	numeric	493 unique values 0 missing
P_VSA_MR_7	numeric	65 unique values 0 missing
ATS7v	numeric	620 unique values 0 missing
JGI1	numeric	131 unique values 0 missing
TRS	numeric	38 unique values 0 missing
GATS3m	numeric	349 unique values 0 missing
SM04_EA.dm.	numeric	284 unique values 0 missing
CATS2D_07_DL	numeric	13 unique values 0 missing
PW4	numeric	87 unique values 0 missing
MATS5e	numeric	287 unique values 0 missing
NaaaC	numeric	4 unique values 0 missing
MATS5p	numeric	303 unique values 0 missing
SpMin1_Bh.s.	numeric	253 unique values 0 missing
GATS4s	numeric	505 unique values 0 missing
ON1V	numeric	622 unique values 0 missing
GGI6	numeric	433 unique values 0 missing
Eig05_AEA.bo.	numeric	492 unique values 0 missing
Mv	numeric	136 unique values 0 missing
CATS2D_03_AA	numeric	7 unique values 0 missing
SpMax4_Bh.s.	numeric	473 unique values 0 missing
X1v	numeric	720 unique values 0 missing
GATS2p	numeric	366 unique values 0 missing
MPC05	numeric	161 unique values 0 missing
nR09	numeric	5 unique values 0 missing
SM07_EA	numeric	407 unique values 0 missing
P_VSA_LogP_4	numeric	123 unique values 0 missing
Psi_e_A	numeric	431 unique values 0 missing
piPC07	numeric	583 unique values 0 missing
Psi_i_A	numeric	431 unique values 0 missing
piPC08	numeric	603 unique values 0 missing
VAR	numeric	188 unique values 0 missing
Vindex	numeric	223 unique values 0 missing
SpMax7_Bh.e.	numeric	408 unique values 0 missing
X5A	numeric	41 unique values 0 missing
SM03_EA.ri.	numeric	340 unique values 0 missing
Eig01_EA.ed.	numeric	450 unique values 0 missing
SpMin1_Bh.e.	numeric	190 unique values 0 missing
SM10_AEA.dm.	numeric	450 unique values 0 missing
SpMax4_Bh.v.	numeric	406 unique values 0 missing
SpMax_EA.ed.	numeric	450 unique values 0 missing
SAacc	numeric	261 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
Eig04_EA.ri.	numeric	499 unique values 0 missing
P_VSA_m_4	numeric	22 unique values 0 missing
GATS8e	numeric	628 unique values 0 missing
MATS5i	numeric	315 unique values 0 missing
SpMin4_Bh.m.	numeric	371 unique values 0 missing
SM10_EA.bo.	numeric	550 unique values 0 missing
SpDiam_AEA.ri.	numeric	395 unique values 0 missing
ATSC7s	numeric	809 unique values 0 missing
ATS5v	numeric	575 unique values 0 missing
N.071	numeric	3 unique values 0 missing
ATS5m	numeric	608 unique values 0 missing
ICR	numeric	446 unique values 0 missing
GATS2e	numeric	506 unique values 0 missing
SpDiam_EA.ed.	numeric	475 unique values 0 missing
Eig14_AEA.bo.	numeric	517 unique values 0 missing
SM13_EA.bo.	numeric	553 unique values 0 missing
Xu	numeric	672 unique values 0 missing
nArNR2	numeric	3 unique values 0 missing
TIE	numeric	813 unique values 0 missing
Eig01_AEA.ri.	numeric	360 unique values 0 missing
Eig06_AEA.ri.	numeric	561 unique values 0 missing
SpMax_AEA.ri.	numeric	360 unique values 0 missing
ATS5p	numeric	563 unique values 0 missing
D.Dtr07	numeric	218 unique values 0 missing
SpMax1_Bh.v.	numeric	226 unique values 0 missing
SpMin6_Bh.s.	numeric	348 unique values 0 missing
Eig03_EA	numeric	434 unique values 0 missing
GATS5s	numeric	544 unique values 0 missing
SM11_AEA.bo.	numeric	434 unique values 0 missing
C.005	numeric	7 unique values 0 missing
GMTI	numeric	666 unique values 0 missing
N.074	numeric	3 unique values 0 missing
SMTI	numeric	662 unique values 0 missing
MATS1s	numeric	271 unique values 0 missing
piPC02	numeric	206 unique values 0 missing
SM12_EA.bo.	numeric	553 unique values 0 missing
SM02_EA.bo.	numeric	206 unique values 0 missing
X4A	numeric	54 unique values 0 missing
X5Av	numeric	36 unique values 0 missing
PCR	numeric	271 unique values 0 missing
SIC0	numeric	145 unique values 0 missing
SpMin5_Bh.v.	numeric	389 unique values 0 missing
CATS2D_06_AL	numeric	22 unique values 0 missing
SM03_EA.bo.	numeric	106 unique values 0 missing
DELS	numeric	808 unique values 0 missing
ATS3m	numeric	564 unique values 0 missing
ATSC3e	numeric	418 unique values 0 missing
PW5	numeric	63 unique values 0 missing
CIC0	numeric	457 unique values 0 missing
SM09_EA.bo.	numeric	538 unique values 0 missing
nCIC	numeric	9 unique values 0 missing
P_VSA_LogP_6	numeric	68 unique values 0 missing
JGI7	numeric	25 unique values 0 missing
Eig02_EA.dm.	numeric	78 unique values 0 missing
BAC	numeric	63 unique values 0 missing
SM08_EA.dm.	numeric	261 unique values 0 missing
SM05_AEA.bo.	numeric	492 unique values 0 missing
ATSC8e	numeric	474 unique values 0 missing
GATS2i	numeric	351 unique values 0 missing
AECC	numeric	501 unique values 0 missing
P_VSA_v_2	numeric	282 unique values 0 missing
MATS1m	numeric	140 unique values 0 missing
ZM2Mad	numeric	748 unique values 0 missing
C.006	numeric	12 unique values 0 missing
P_VSA_LogP_2	numeric	215 unique values 0 missing
Chi0_EA.dm.	numeric	621 unique values 0 missing
Eig15_EA.ri.	numeric	566 unique values 0 missing
IVDE	numeric	239 unique values 0 missing
Eig03_EA.bo.	numeric	449 unique values 0 missing
SdsN	numeric	128 unique values 0 missing
SM13_AEA.ri.	numeric	449 unique values 0 missing
Eig01_AEA.ed.	numeric	341 unique values 0 missing
SpMax7_Bh.i.	numeric	413 unique values 0 missing
SpMax_AEA.ed.	numeric	341 unique values 0 missing
SpAD_EA.dm.	numeric	290 unique values 0 missing
Eta_F_A	numeric	421 unique values 0 missing
AMR	numeric	722 unique values 0 missing
JGT	numeric	239 unique values 0 missing
Eig05_AEA.ed.	numeric	498 unique values 0 missing
SpMax2_Bh.s.	numeric	313 unique values 0 missing
Eig05_EA	numeric	498 unique values 0 missing
SpMax4_Bh.i.	numeric	404 unique values 0 missing
SM13_AEA.bo.	numeric	498 unique values 0 missing
SpMin1_Bh.p.	numeric	178 unique values 0 missing
CATS2D_05_AL	numeric	20 unique values 0 missing
ATSC3s	numeric	798 unique values 0 missing
N.068	numeric	4 unique values 0 missing
SM11_EA.bo.	numeric	544 unique values 0 missing
TIC3	numeric	611 unique values 0 missing
Rperim	numeric	34 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
AAC	numeric	347 unique values 0 missing
MAXDN	numeric	619 unique values 0 missing
IC0	numeric	347 unique values 0 missing
Eig04_EA	numeric	491 unique values 0 missing
X3A	numeric	63 unique values 0 missing
SM12_AEA.bo.	numeric	491 unique values 0 missing
JGI8	numeric	23 unique values 0 missing
MPC09	numeric	310 unique values 0 missing
SM06_EA.dm.	numeric	277 unique values 0 missing
SM13_EA.ri.	numeric	633 unique values 0 missing
Eta_epsi_A	numeric	160 unique values 0 missing
MPC07	numeric	234 unique values 0 missing
Eig06_AEA.dm.	numeric	545 unique values 0 missing
SM15_EA.ed.	numeric	566 unique values 0 missing
SM13_EA.dm.	numeric	96 unique values 0 missing
piPC10	numeric	614 unique values 0 missing
SM15_EA.dm.	numeric	92 unique values 0 missing
SpAD_EA.ed.	numeric	681 unique values 0 missing
GATS5p	numeric	349 unique values 0 missing
ATS7p	numeric	629 unique values 0 missing
ZM2MulPer	numeric	765 unique values 0 missing
ATSC8s	numeric	812 unique values 0 missing
nHM	numeric	5 unique values 0 missing
Eig04_AEA.bo.	numeric	475 unique values 0 missing
SM14_EA.ed.	numeric	571 unique values 0 missing
SpMin5_Bh.e.	numeric	402 unique values 0 missing
PW2	numeric	78 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
C.	numeric	131 unique values 0 missing
X5	numeric	651 unique values 0 missing
SpMin5_Bh.i.	numeric	423 unique values 0 missing
ATS1s	numeric	499 unique values 0 missing
SRW10	numeric	515 unique values 0 missing
MWC03	numeric	192 unique values 0 missing
Eta_beta_A	numeric	275 unique values 0 missing
ZM2	numeric	192 unique values 0 missing
Eig06_AEA.ed.	numeric	527 unique values 0 missing
ATSC2v	numeric	682 unique values 0 missing
SpMax3_Bh.s.	numeric	413 unique values 0 missing
IDET	numeric	680 unique values 0 missing
C.034	numeric	4 unique values 0 missing
SIC1	numeric	230 unique values 0 missing
X.	numeric	64 unique values 0 missing
Eta_L	numeric	735 unique values 0 missing
Eta_sh_p	numeric	207 unique values 0 missing
TPSA.NO.	numeric	240 unique values 0 missing
GATS4v	numeric	334 unique values 0 missing
Eig05_EA.ed.	numeric	594 unique values 0 missing
SM13_EA.ed.	numeric	579 unique values 0 missing
SM14_AEA.dm.	numeric	594 unique values 0 missing
SM06_EA	numeric	508 unique values 0 missing
X2	numeric	615 unique values 0 missing
piPC04	numeric	479 unique values 0 missing
LPRS	numeric	680 unique values 0 missing
SPI	numeric	645 unique values 0 missing
ATSC8m	numeric	809 unique values 0 missing
nX	numeric	7 unique values 0 missing
MPC08	numeric	280 unique values 0 missing
ATS8m	numeric	698 unique values 0 missing
GATS4i	numeric	339 unique values 0 missing
SM05_AEA.ed.	numeric	498 unique values 0 missing
IDMT	numeric	680 unique values 0 missing
GGI4	numeric	463 unique values 0 missing
MPC10	numeric	331 unique values 0 missing
CATS2D_04_DL	numeric	13 unique values 0 missing
SpMax1_Bh.s.	numeric	161 unique values 0 missing
CATS2D_06_LL	numeric	30 unique values 0 missing
H.	numeric	163 unique values 0 missing
SM04_AEA.ed.	numeric	492 unique values 0 missing
CSI	numeric	472 unique values 0 missing
SssCH2	numeric	747 unique values 0 missing
Eig05_EA.bo.	numeric	504 unique values 0 missing
ZM1Kup	numeric	659 unique values 0 missing
SM15_AEA.ri.	numeric	504 unique values 0 missing
piPC06	numeric	564 unique values 0 missing
ECC	numeric	353 unique values 0 missing
SM08_AEA.bo.	numeric	518 unique values 0 missing
ATSC2p	numeric	670 unique values 0 missing
GATS3i	numeric	325 unique values 0 missing
Eig06_AEA.bo.	numeric	468 unique values 0 missing
Eig01_AEA.bo.	numeric	323 unique values 0 missing
SpMin5_Bh.m.	numeric	362 unique values 0 missing
SpMax_AEA.bo.	numeric	323 unique values 0 missing
SssNH	numeric	278 unique values 0 missing
SsCH3	numeric	485 unique values 0 missing
Eig13_EA.bo.	numeric	544 unique values 0 missing
SM04_EA.bo.	numeric	481 unique values 0 missing
SsOH	numeric	345 unique values 0 missing
ZM1Per	numeric	746 unique values 0 missing
Eig05_AEA.ri.	numeric	536 unique values 0 missing
CIC1	numeric	546 unique values 0 missing
SRW08	numeric	456 unique values 0 missing
Eta_L_A	numeric	137 unique values 0 missing
Eig15_EA	numeric	499 unique values 0 missing
SpMAD_AEA.ed.	numeric	188 unique values 0 missing
SM09_AEA.dm.	numeric	499 unique values 0 missing
SM11_EA.dm.	numeric	98 unique values 0 missing
SpMax7_Bh.p.	numeric	390 unique values 0 missing
AMW	numeric	523 unique values 0 missing
MPC06	numeric	196 unique values 0 missing
nAB	numeric	18 unique values 0 missing
Psi_e_1	numeric	724 unique values 0 missing
SsssCH	numeric	399 unique values 0 missing
Eig01_EA.dm.	numeric	89 unique values 0 missing
D.Dtr10	numeric	327 unique values 0 missing
SpMax_EA.dm.	numeric	89 unique values 0 missing
Mp	numeric	126 unique values 0 missing
Eig04_AEA.ri.	numeric	513 unique values 0 missing
piID	numeric	631 unique values 0 missing
Eig15_AEA.ed.	numeric	444 unique values 0 missing
nHet	numeric	15 unique values 0 missing
S3K	numeric	659 unique values 0 missing
MWC09	numeric	526 unique values 0 missing
Eig04_EA.bo.	numeric	492 unique values 0 missing
Eta_betaP	numeric	53 unique values 0 missing
SM14_AEA.ri.	numeric	492 unique values 0 missing
SpMax8_Bh.s.	numeric	506 unique values 0 missing
SAtot	numeric	675 unique values 0 missing
MWC10	numeric	536 unique values 0 missing
SpMAD_EA.bo.	numeric	285 unique values 0 missing
TWC	numeric	535 unique values 0 missing
Eig03_AEA.dm.	numeric	476 unique values 0 missing
SM05_EA	numeric	125 unique values 0 missing
SM07_AEA.ed.	numeric	526 unique values 0 missing
GATS4e	numeric	504 unique values 0 missing
nArCONHR	numeric	2 unique values 0 missing
Qindex	numeric	43 unique values 0 missing
X5sol	numeric	676 unique values 0 missing
SM04_EA	numeric	247 unique values 0 missing
X5v	numeric	721 unique values 0 missing
GGI7	numeric	388 unique values 0 missing
MAXDP	numeric	723 unique values 0 missing
SaasC	numeric	779 unique values 0 missing
MW	numeric	595 unique values 0 missing
X1Per	numeric	700 unique values 0 missing
Eig04_AEA.dm.	numeric	527 unique values 0 missing
Eig05_AEA.dm.	numeric	529 unique values 0 missing
SpMax1_Bh.p.	numeric	233 unique values 0 missing
nCIR	numeric	20 unique values 0 missing
SM10_EA	numeric	548 unique values 0 missing
X1MulPer	numeric	709 unique values 0 missing
Wap	numeric	638 unique values 0 missing
SM12_EA.ed.	numeric	570 unique values 0 missing
Eig11_AEA.ed.	numeric	492 unique values 0 missing
MWC08	numeric	528 unique values 0 missing
Mi	numeric	52 unique values 0 missing
SM02_AEA.ed.	numeric	203 unique values 0 missing
Eig12_EA.ed.	numeric	546 unique values 0 missing
Me	numeric	65 unique values 0 missing
SM07_AEA.ri.	numeric	546 unique values 0 missing
Hy	numeric	317 unique values 0 missing
ATS1v	numeric	472 unique values 0 missing
GATS2v	numeric	321 unique values 0 missing
nC	numeric	36 unique values 0 missing
Eig07_AEA.dm.	numeric	535 unique values 0 missing
SpMax4_Bh.e.	numeric	410 unique values 0 missing
SpMax7_Bh.s.	numeric	501 unique values 0 missing
CATS2D_06_DA	numeric	4 unique values 0 missing
TPSA.Tot.	numeric	264 unique values 0 missing
Eig12_AEA.ed.	numeric	500 unique values 0 missing
MWC06	numeric	514 unique values 0 missing
MPC04	numeric	127 unique values 0 missing
GATS8s	numeric	640 unique values 0 missing
Eig08_EA	numeric	461 unique values 0 missing
GATS1v	numeric	314 unique values 0 missing
SM02_AEA.dm.	numeric	461 unique values 0 missing
Eig06_EA.ed.	numeric	596 unique values 0 missing
SpMax2_Bh.e.	numeric	252 unique values 0 missing
SM15_AEA.dm.	numeric	596 unique values 0 missing
SM09_EA	numeric	539 unique values 0 missing
Xindex	numeric	277 unique values 0 missing
Eig13_EA.ed.	numeric	546 unique values 0 missing
piPC09	numeric	610 unique values 0 missing
SM08_AEA.ri.	numeric	546 unique values 0 missing
Eig01_EA	numeric	333 unique values 0 missing
P_VSA_MR_5	numeric	415 unique values 0 missing
SM09_AEA.bo.	numeric	333 unique values 0 missing
BIC0	numeric	131 unique values 0 missing
SpDiam_EA	numeric	333 unique values 0 missing
Eig08_AEA.dm.	numeric	552 unique values 0 missing
SpMax_EA	numeric	333 unique values 0 missing
BBI	numeric	72 unique values 0 missing
SM15_EA.ri.	numeric	662 unique values 0 missing
MPC02	numeric	72 unique values 0 missing
SpMax1_Bh.e.	numeric	223 unique values 0 missing
SpMin4_Bh.e.	numeric	400 unique values 0 missing
Eig02_AEA.ed.	numeric	386 unique values 0 missing
GGI2	numeric	44 unique values 0 missing
CATS2D_03_LL	numeric	38 unique values 0 missing
MATS5s	numeric	291 unique values 0 missing
MPC03	numeric	95 unique values 0 missing
SRW06	numeric	373 unique values 0 missing
SpDiam_EA.dm.	numeric	107 unique values 0 missing
SM08_EA	numeric	530 unique values 0 missing
ATS3v	numeric	523 unique values 0 missing
piPC05	numeric	522 unique values 0 missing
SM07_AEA.bo.	numeric	518 unique values 0 missing
CATS2D_05_LL	numeric	32 unique values 0 missing
MATS2v	numeric	277 unique values 0 missing
Eig02_EA.ed.	numeric	493 unique values 0 missing
SM11_AEA.dm.	numeric	493 unique values 0 missing
X4sol	numeric	683 unique values 0 missing
Eig07_AEA.ed.	numeric	524 unique values 0 missing
MATS2i	numeric	331 unique values 0 missing
SAdon	numeric	38 unique values 0 missing
IC1	numeric	507 unique values 0 missing
SpMax1_Bh.i.	numeric	217 unique values 0 missing
MATS5m	numeric	288 unique values 0 missing
MWC05	numeric	488 unique values 0 missing
MWC07	numeric	531 unique values 0 missing
SM10_EA.dm.	numeric	239 unique values 0 missing
SM12_EA.dm.	numeric	231 unique values 0 missing
SM14_EA.dm.	numeric	220 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

895

Number of instances (rows) of the dataset.

NumberOfFeatures

484

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

483

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

0.54

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

1.8

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

0.56

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.37

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

294.91

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

0.34

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.59

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.47

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

MaxKurtosisOfNumericAtts

219.64

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.31

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

45884.68

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

3.62

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

99.79

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

8.16

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.48

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.21

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

11.03

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

1.23

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

98613.27

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.96

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

0.96

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

4.79

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

195.82

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.39

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.18

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.23

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

Show all 62 properties