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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2552

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL2552 (TID: 10926), and it has 62 rows and 507 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.

509 features

pXC50 (target)	numeric	53 unique values 0 missing
molecule_id (row identifier)	nominal	62 unique values 0 missing
SIC2	numeric	52 unique values 0 missing
CATS2D_05_PL	numeric	2 unique values 0 missing
MPC09	numeric	48 unique values 0 missing
CATS2D_08_AP	numeric	3 unique values 0 missing
MWC06	numeric	51 unique values 0 missing
CATS2D_00_DD	numeric	2 unique values 0 missing
piPC04	numeric	52 unique values 0 missing
CATS2D_00_DP	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	49 unique values 0 missing
CATS2D_00_PP	numeric	2 unique values 0 missing
MWC03	numeric	41 unique values 0 missing
NsNH2	numeric	2 unique values 0 missing
MWC04	numeric	51 unique values 0 missing
SsNH2	numeric	26 unique values 0 missing
ZM2	numeric	41 unique values 0 missing
H.050	numeric	6 unique values 0 missing
CIC2	numeric	55 unique values 0 missing
nHDon	numeric	6 unique values 0 missing
X5A	numeric	22 unique values 0 missing
Eig11_AEA.ri.	numeric	52 unique values 0 missing
Eig01_AEA.dm.	numeric	31 unique values 0 missing
Eig11_EA	numeric	43 unique values 0 missing
SpMax_AEA.dm.	numeric	31 unique values 0 missing
Eig11_EA.bo.	numeric	46 unique values 0 missing
nHAcc	numeric	6 unique values 0 missing
Eig11_EA.ed.	numeric	44 unique values 0 missing
SM09_EA.bo.	numeric	50 unique values 0 missing
Eig11_EA.ri.	numeric	50 unique values 0 missing
SM13_EA.bo.	numeric	51 unique values 0 missing
SM05_AEA.dm.	numeric	43 unique values 0 missing
SM14_EA.bo.	numeric	50 unique values 0 missing
SM06_AEA.ri.	numeric	44 unique values 0 missing
SM15_EA.bo.	numeric	51 unique values 0 missing
ZM1Per	numeric	59 unique values 0 missing
SpMax1_Bh.m.	numeric	48 unique values 0 missing
SpMax2_Bh.p.	numeric	51 unique values 0 missing
SM10_EA.bo.	numeric	50 unique values 0 missing
SpMax8_Bh.v.	numeric	48 unique values 0 missing
SM11_EA.bo.	numeric	50 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	50 unique values 0 missing
Eig09_AEA.dm.	numeric	49 unique values 0 missing
SM06_AEA.ed.	numeric	50 unique values 0 missing
Eig12_EA.ed.	numeric	46 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
LOC	numeric	49 unique values 0 missing
SM07_AEA.ri.	numeric	46 unique values 0 missing
SpMax2_Bh.i.	numeric	50 unique values 0 missing
XMOD	numeric	60 unique values 0 missing
Eig15_AEA.ed.	numeric	40 unique values 0 missing
ZM2MulPer	numeric	59 unique values 0 missing
SM05_AEA.bo.	numeric	52 unique values 0 missing
ZM2Per	numeric	59 unique values 0 missing
MWC08	numeric	51 unique values 0 missing
ZM2V	numeric	55 unique values 0 missing
Pol	numeric	32 unique values 0 missing
SpMax8_Bh.m.	numeric	43 unique values 0 missing
SpAD_EA.ed.	numeric	52 unique values 0 missing
CATS2D_02_NL	numeric	4 unique values 0 missing
Eig04_AEA.bo.	numeric	48 unique values 0 missing
Chi0_EA.ri.	numeric	60 unique values 0 missing
SRW06	numeric	50 unique values 0 missing
Eig03_EA.bo.	numeric	49 unique values 0 missing
Xindex	numeric	48 unique values 0 missing
Eig12_EA.ri.	numeric	53 unique values 0 missing
GATS3v	numeric	56 unique values 0 missing
Eig13_EA.bo.	numeric	46 unique values 0 missing
Eig07_EA	numeric	39 unique values 0 missing
Eig13_EA.ri.	numeric	54 unique values 0 missing
SM15_AEA.bo.	numeric	39 unique values 0 missing
SM13_AEA.ri.	numeric	49 unique values 0 missing
GGI4	numeric	48 unique values 0 missing
X1sol	numeric	52 unique values 0 missing
CATS2D_02_DA	numeric	5 unique values 0 missing
X2A	numeric	33 unique values 0 missing
Eig01_EA.bo.	numeric	37 unique values 0 missing
Eig11_AEA.ed.	numeric	45 unique values 0 missing
SM11_AEA.ri.	numeric	37 unique values 0 missing
Eig08_AEA.dm.	numeric	45 unique values 0 missing
SpDiam_EA.bo.	numeric	40 unique values 0 missing
Chi0_EA.ed.	numeric	52 unique values 0 missing
SpMax_EA.bo.	numeric	37 unique values 0 missing
Eig14_EA.bo.	numeric	46 unique values 0 missing
SpMaxA_EA.bo.	numeric	41 unique values 0 missing
Chi1_EA.ri.	numeric	60 unique values 0 missing
P_VSA_e_2	numeric	49 unique values 0 missing
Eig07_AEA.ri.	numeric	49 unique values 0 missing
P_VSA_i_2	numeric	49 unique values 0 missing
Eta_alpha	numeric	50 unique values 0 missing
P_VSA_p_3	numeric	49 unique values 0 missing
MW	numeric	53 unique values 0 missing
P_VSA_s_3	numeric	46 unique values 0 missing
Eig07_AEA.dm.	numeric	51 unique values 0 missing
P_VSA_v_3	numeric	49 unique values 0 missing
Eig12_AEA.ri.	numeric	56 unique values 0 missing
Eig08_AEA.bo.	numeric	43 unique values 0 missing
ZM2Kup	numeric	60 unique values 0 missing
SM04_EA.ed.	numeric	52 unique values 0 missing
Mi	numeric	32 unique values 0 missing
SM08_AEA.ed.	numeric	50 unique values 0 missing
ZM1MulPer	numeric	59 unique values 0 missing
SM09_AEA.ed.	numeric	49 unique values 0 missing
ZM1V	numeric	52 unique values 0 missing
CATS2D_05_DL	numeric	5 unique values 0 missing
C.028	numeric	2 unique values 0 missing
Eig15_EA.ri.	numeric	51 unique values 0 missing
Eig11_AEA.bo.	numeric	40 unique values 0 missing
ATS7m	numeric	60 unique values 0 missing
ATS5m	numeric	58 unique values 0 missing
nSK	numeric	20 unique values 0 missing
Eig03_AEA.bo.	numeric	50 unique values 0 missing
nHet	numeric	7 unique values 0 missing
H.047	numeric	19 unique values 0 missing
SM06_EA.ed.	numeric	49 unique values 0 missing
Eig01_AEA.ed.	numeric	36 unique values 0 missing
SM10_AEA.ed.	numeric	46 unique values 0 missing
Eig01_EA.ed.	numeric	40 unique values 0 missing
CATS2D_04_PL	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	40 unique values 0 missing
SdO	numeric	51 unique values 0 missing
SpDiam_EA.ed.	numeric	43 unique values 0 missing
RDCHI	numeric	50 unique values 0 missing
SpMax_AEA.ed.	numeric	36 unique values 0 missing
ATS8m	numeric	61 unique values 0 missing
SpMax_EA.ed.	numeric	40 unique values 0 missing
SpMax4_Bh.s.	numeric	39 unique values 0 missing
ATS2m	numeric	59 unique values 0 missing
CATS2D_04_AN	numeric	3 unique values 0 missing
MPC04	numeric	39 unique values 0 missing
IC4	numeric	54 unique values 0 missing
MPC05	numeric	44 unique values 0 missing
N.069	numeric	2 unique values 0 missing
piPC01	numeric	36 unique values 0 missing
nArNH2	numeric	2 unique values 0 missing
SCBO	numeric	36 unique values 0 missing
SpMin2_Bh.e.	numeric	52 unique values 0 missing
SNar	numeric	38 unique values 0 missing
SpMin2_Bh.i.	numeric	53 unique values 0 missing
SpAD_EA.bo.	numeric	53 unique values 0 missing
Vindex	numeric	48 unique values 0 missing
SpMax3_Bh.m.	numeric	55 unique values 0 missing
Eig15_AEA.ri.	numeric	47 unique values 0 missing
X3sol	numeric	54 unique values 0 missing
Eta_betaS	numeric	33 unique values 0 missing
X4	numeric	52 unique values 0 missing
VAR	numeric	42 unique values 0 missing
X4sol	numeric	54 unique values 0 missing
MATS1e	numeric	52 unique values 0 missing
X5	numeric	52 unique values 0 missing
SM06_AEA.bo.	numeric	52 unique values 0 missing
X5sol	numeric	54 unique values 0 missing
SM07_AEA.bo.	numeric	52 unique values 0 missing
Xt	numeric	38 unique values 0 missing
SM08_AEA.bo.	numeric	52 unique values 0 missing
ZM2Mad	numeric	61 unique values 0 missing
CATS2D_08_NL	numeric	4 unique values 0 missing
SpMax2_Bh.m.	numeric	54 unique values 0 missing
SM04_AEA.bo.	numeric	52 unique values 0 missing
MSD	numeric	51 unique values 0 missing
SRW10	numeric	51 unique values 0 missing
CATS2D_04_AL	numeric	17 unique values 0 missing
Eig05_AEA.dm.	numeric	52 unique values 0 missing
ATS4m	numeric	61 unique values 0 missing
Eig05_EA.ed.	numeric	52 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig10_EA	numeric	38 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	41 unique values 0 missing
Chi0_AEA.bo.	numeric	50 unique values 0 missing
Eig10_EA.ri.	numeric	49 unique values 0 missing
Chi0_AEA.dm.	numeric	50 unique values 0 missing
MPC06	numeric	48 unique values 0 missing
Chi0_AEA.ed.	numeric	50 unique values 0 missing
SM04_AEA.dm.	numeric	38 unique values 0 missing
Chi0_AEA.ri.	numeric	50 unique values 0 missing
SM05_AEA.ri.	numeric	41 unique values 0 missing
Chi0_EA	numeric	50 unique values 0 missing
SM14_AEA.dm.	numeric	52 unique values 0 missing
Eig12_EA	numeric	42 unique values 0 missing
X1v	numeric	60 unique values 0 missing
Eig12_EA.bo.	numeric	52 unique values 0 missing
Psi_i_s	numeric	55 unique values 0 missing
Mp	numeric	47 unique values 0 missing
SM03_EA.dm.	numeric	11 unique values 0 missing
nROH	numeric	3 unique values 0 missing
Qindex	numeric	21 unique values 0 missing
SM06_AEA.dm.	numeric	42 unique values 0 missing
X2sol	numeric	53 unique values 0 missing
Eig14_AEA.ri.	numeric	53 unique values 0 missing
Eig01_AEA.bo.	numeric	42 unique values 0 missing
Eig14_EA	numeric	42 unique values 0 missing
SpMax_AEA.bo.	numeric	42 unique values 0 missing
Eig14_EA.ri.	numeric	56 unique values 0 missing
ATS7v	numeric	61 unique values 0 missing
SM08_AEA.dm.	numeric	42 unique values 0 missing
ATS8p	numeric	58 unique values 0 missing
SpDiam_AEA.ed.	numeric	47 unique values 0 missing
ATS8v	numeric	60 unique values 0 missing
Eig13_AEA.bo.	numeric	42 unique values 0 missing
SpMax2_Bh.e.	numeric	49 unique values 0 missing
Eig14_AEA.dm.	numeric	52 unique values 0 missing
IC2	numeric	57 unique values 0 missing
GMTI	numeric	51 unique values 0 missing
ATS7p	numeric	61 unique values 0 missing
LPRS	numeric	52 unique values 0 missing
NsOH	numeric	3 unique values 0 missing
SMTI	numeric	52 unique values 0 missing
O.057	numeric	3 unique values 0 missing
SMTIV	numeric	59 unique values 0 missing
X1Mad	numeric	61 unique values 0 missing
SpMax5_Bh.m.	numeric	52 unique values 0 missing
SRW08	numeric	51 unique values 0 missing
CATS2D_08_DA	numeric	3 unique values 0 missing
ATS1v	numeric	54 unique values 0 missing
SpMax7_Bh.p.	numeric	41 unique values 0 missing
Eig06_AEA.dm.	numeric	52 unique values 0 missing
SpMin2_Bh.p.	numeric	48 unique values 0 missing
Eig06_EA.ed.	numeric	50 unique values 0 missing
Eig12_AEA.bo.	numeric	51 unique values 0 missing
SM15_AEA.dm.	numeric	50 unique values 0 missing
Chi0_EA.bo.	numeric	51 unique values 0 missing
H.046	numeric	12 unique values 0 missing
CID	numeric	49 unique values 0 missing
GATS1s	numeric	56 unique values 0 missing
Eig07_EA.ri.	numeric	47 unique values 0 missing
X5v	numeric	60 unique values 0 missing
GATS5m	numeric	58 unique values 0 missing
S0K	numeric	44 unique values 0 missing
IDDM	numeric	47 unique values 0 missing
SM04_EA.ri.	numeric	59 unique values 0 missing
IVDM	numeric	44 unique values 0 missing
SpMaxA_AEA.bo.	numeric	43 unique values 0 missing
MPC01	numeric	22 unique values 0 missing
X0	numeric	44 unique values 0 missing
MWC01	numeric	22 unique values 0 missing
X2	numeric	51 unique values 0 missing
nBO	numeric	22 unique values 0 missing
Eig13_AEA.dm.	numeric	52 unique values 0 missing
Psi_e_1	numeric	61 unique values 0 missing
Sp	numeric	53 unique values 0 missing
SpAD_AEA.bo.	numeric	53 unique values 0 missing
SpMin8_Bh.e.	numeric	45 unique values 0 missing
SpAD_AEA.ri.	numeric	60 unique values 0 missing
SpMin8_Bh.i.	numeric	47 unique values 0 missing
SpAD_EA	numeric	52 unique values 0 missing
VvdwZAZ	numeric	53 unique values 0 missing
SpAD_EA.ri.	numeric	60 unique values 0 missing
X1Kup	numeric	59 unique values 0 missing
SRW02	numeric	22 unique values 0 missing
X4v	numeric	61 unique values 0 missing
X1	numeric	51 unique values 0 missing
MPC07	numeric	40 unique values 0 missing
MATS1m	numeric	49 unique values 0 missing
SM02_AEA.ed.	numeric	45 unique values 0 missing
CENT	numeric	52 unique values 0 missing
Eig04_EA.bo.	numeric	51 unique values 0 missing
Eig03_AEA.dm.	numeric	53 unique values 0 missing
SM14_AEA.ri.	numeric	51 unique values 0 missing
SM08_EA.bo.	numeric	51 unique values 0 missing
SRW04	numeric	37 unique values 0 missing
BLTA96	numeric	49 unique values 0 missing
GATS1e	numeric	52 unique values 0 missing
BLTD48	numeric	48 unique values 0 missing
Yindex	numeric	49 unique values 0 missing
BLTF96	numeric	50 unique values 0 missing
SpMAD_AEA.dm.	numeric	52 unique values 0 missing
MLOGP	numeric	53 unique values 0 missing
ATS1p	numeric	53 unique values 0 missing
MLOGP2	numeric	53 unique values 0 missing
ATS2p	numeric	60 unique values 0 missing
piPC02	numeric	45 unique values 0 missing
ATS2v	numeric	59 unique values 0 missing
piPC03	numeric	51 unique values 0 missing
Chi1_EA.bo.	numeric	52 unique values 0 missing
SM02_EA.bo.	numeric	45 unique values 0 missing
Sv	numeric	53 unique values 0 missing
SM04_EA.bo.	numeric	52 unique values 0 missing
VvdwMG	numeric	53 unique values 0 missing
SM06_EA.bo.	numeric	52 unique values 0 missing
Vx	numeric	53 unique values 0 missing
IC5	numeric	53 unique values 0 missing
X0v	numeric	57 unique values 0 missing
Chi1_AEA.bo.	numeric	51 unique values 0 missing
X2v	numeric	61 unique values 0 missing
Chi1_AEA.dm.	numeric	51 unique values 0 missing
C.	numeric	44 unique values 0 missing
Chi1_AEA.ed.	numeric	51 unique values 0 missing
SM02_EA.ri.	numeric	57 unique values 0 missing
Chi1_AEA.ri.	numeric	51 unique values 0 missing
SM05_EA.bo.	numeric	48 unique values 0 missing
Chi1_EA	numeric	51 unique values 0 missing
CATS2D_07_LL	numeric	16 unique values 0 missing
Eig05_AEA.ed.	numeric	51 unique values 0 missing
GNar	numeric	43 unique values 0 missing
Eig05_EA.bo.	numeric	46 unique values 0 missing
Rperim	numeric	16 unique values 0 missing
MPC03	numeric	37 unique values 0 missing
TRS	numeric	15 unique values 0 missing
SM02_AEA.bo.	numeric	47 unique values 0 missing
C.002	numeric	7 unique values 0 missing
SM15_AEA.ri.	numeric	46 unique values 0 missing
SpMin4_Bh.p.	numeric	47 unique values 0 missing
SpAD_AEA.dm.	numeric	55 unique values 0 missing
SM15_EA.ri.	numeric	55 unique values 0 missing
X3	numeric	52 unique values 0 missing
SpDiam_AEA.bo.	numeric	48 unique values 0 missing
Hy	numeric	47 unique values 0 missing
Eig07_EA.ed.	numeric	49 unique values 0 missing
IDET	numeric	52 unique values 0 missing
SM02_AEA.ri.	numeric	49 unique values 0 missing
IDMT	numeric	52 unique values 0 missing
SAdon	numeric	14 unique values 0 missing
Xu	numeric	52 unique values 0 missing
ALOGP	numeric	60 unique values 0 missing
BIC2	numeric	54 unique values 0 missing
ALOGP2	numeric	60 unique values 0 missing
ATS6m	numeric	59 unique values 0 missing
X0sol	numeric	47 unique values 0 missing
Eig08_AEA.ed.	numeric	41 unique values 0 missing
ATS4s	numeric	58 unique values 0 missing
Eig10_AEA.bo.	numeric	42 unique values 0 missing
GATS4s	numeric	59 unique values 0 missing
Eig09_EA.ed.	numeric	39 unique values 0 missing
Eig05_EA.ri.	numeric	59 unique values 0 missing
SM04_AEA.ri.	numeric	39 unique values 0 missing
GMTIV	numeric	59 unique values 0 missing
ZM1Mad	numeric	60 unique values 0 missing
D.Dtr06	numeric	42 unique values 0 missing
SsOH	numeric	32 unique values 0 missing
Eig03_EA.dm.	numeric	14 unique values 0 missing
P_VSA_MR_5	numeric	48 unique values 0 missing
X4A	numeric	24 unique values 0 missing
Eig10_AEA.dm.	numeric	48 unique values 0 missing
SM08_EA.ri.	numeric	59 unique values 0 missing
Eig10_AEA.ri.	numeric	50 unique values 0 missing
ATS5v	numeric	57 unique values 0 missing
Eig15_AEA.bo.	numeric	45 unique values 0 missing
GATS7v	numeric	55 unique values 0 missing
Eta_alpha_A	numeric	36 unique values 0 missing
CSI	numeric	49 unique values 0 missing
SdssC	numeric	44 unique values 0 missing
ZM1Kup	numeric	57 unique values 0 missing
H.051	numeric	4 unique values 0 missing
MATS3m	numeric	57 unique values 0 missing
GATS4e	numeric	60 unique values 0 missing
Eig01_AEA.ri.	numeric	48 unique values 0 missing
Eig15_EA.ed.	numeric	45 unique values 0 missing
nC	numeric	18 unique values 0 missing
SM10_AEA.ri.	numeric	45 unique values 0 missing
SpMax8_Bh.e.	numeric	48 unique values 0 missing
Eig13_EA.ed.	numeric	42 unique values 0 missing
SpMax_AEA.ri.	numeric	48 unique values 0 missing
SM08_AEA.ri.	numeric	42 unique values 0 missing
UNIP	numeric	40 unique values 0 missing
SM13_EA.ed.	numeric	45 unique values 0 missing
MPC08	numeric	43 unique values 0 missing
SM14_EA.ed.	numeric	44 unique values 0 missing
Eig10_EA.bo.	numeric	44 unique values 0 missing
SM15_EA.ed.	numeric	45 unique values 0 missing
SM07_EA.dm.	numeric	19 unique values 0 missing
N.066	numeric	2 unique values 0 missing
SpMax4_Bh.e.	numeric	53 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
PW4	numeric	34 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SpMax7_Bh.v.	numeric	44 unique values 0 missing
nS	numeric	4 unique values 0 missing
GATS6s	numeric	60 unique values 0 missing
SpDiam_AEA.dm.	numeric	35 unique values 0 missing
GATS2s	numeric	55 unique values 0 missing
MWC05	numeric	52 unique values 0 missing
X3A	numeric	29 unique values 0 missing
TPC	numeric	50 unique values 0 missing
MDDD	numeric	52 unique values 0 missing
Eig09_AEA.ri.	numeric	49 unique values 0 missing
CATS2D_07_AL	numeric	14 unique values 0 missing
Eig09_EA	numeric	37 unique values 0 missing
ATSC2s	numeric	61 unique values 0 missing
Eig09_EA.ri.	numeric	52 unique values 0 missing
CATS2D_05_AL	numeric	17 unique values 0 missing
SM03_AEA.dm.	numeric	37 unique values 0 missing
ATSC6p	numeric	61 unique values 0 missing
ATS3m	numeric	60 unique values 0 missing
ATS6v	numeric	61 unique values 0 missing
CATS2D_03_AN	numeric	2 unique values 0 missing
SpMax1_Bh.s.	numeric	23 unique values 0 missing
C.042	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	49 unique values 0 missing
MAXDP	numeric	61 unique values 0 missing
SM03_AEA.ed.	numeric	51 unique values 0 missing
Eig13_AEA.ed.	numeric	45 unique values 0 missing
SpMaxA_EA.ri.	numeric	42 unique values 0 missing
Eig09_AEA.bo.	numeric	40 unique values 0 missing
Eta_FL	numeric	56 unique values 0 missing
Eig09_AEA.ed.	numeric	44 unique values 0 missing
HNar	numeric	42 unique values 0 missing
SM03_AEA.bo.	numeric	49 unique values 0 missing
nCIC	numeric	5 unique values 0 missing
Eig07_AEA.ed.	numeric	49 unique values 0 missing
nCIR	numeric	6 unique values 0 missing
P_VSA_MR_6	numeric	34 unique values 0 missing
X0A	numeric	36 unique values 0 missing
SpMax7_Bh.m.	numeric	45 unique values 0 missing
NRS	numeric	5 unique values 0 missing
IDE	numeric	51 unique values 0 missing
X3v	numeric	61 unique values 0 missing
CATS2D_05_DA	numeric	3 unique values 0 missing
Eig15_AEA.dm.	numeric	48 unique values 0 missing
Dz	numeric	41 unique values 0 missing
CATS2D_05_DN	numeric	2 unique values 0 missing
Eig04_AEA.dm.	numeric	52 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
Eig14_AEA.bo.	numeric	48 unique values 0 missing
Eig01_EA.ri.	numeric	47 unique values 0 missing
Eig14_EA.ed.	numeric	42 unique values 0 missing
SpMax_EA.ri.	numeric	47 unique values 0 missing
ON1	numeric	47 unique values 0 missing
Wap	numeric	51 unique values 0 missing
SM09_AEA.ri.	numeric	42 unique values 0 missing
ATSC8p	numeric	61 unique values 0 missing
Eig08_EA.bo.	numeric	42 unique values 0 missing
SpMin1_Bh.e.	numeric	47 unique values 0 missing
Eig12_AEA.ed.	numeric	44 unique values 0 missing
SM13_EA.dm.	numeric	18 unique values 0 missing
SpAD_AEA.ed.	numeric	52 unique values 0 missing
SM15_EA.dm.	numeric	18 unique values 0 missing
CATS2D_06_LL	numeric	14 unique values 0 missing
Eta_F_A	numeric	59 unique values 0 missing
ATSC5e	numeric	57 unique values 0 missing
O.	numeric	34 unique values 0 missing
Eig09_EA.bo.	numeric	40 unique values 0 missing
ATSC7p	numeric	61 unique values 0 missing
Eig10_AEA.ed.	numeric	45 unique values 0 missing
Eta_beta	numeric	43 unique values 0 missing
Eig13_AEA.ri.	numeric	55 unique values 0 missing
H.049	numeric	4 unique values 0 missing
Eig13_EA	numeric	46 unique values 0 missing
SpDiam_EA.ri.	numeric	50 unique values 0 missing
SM07_AEA.dm.	numeric	46 unique values 0 missing
CATS2D_01_LL	numeric	14 unique values 0 missing
TPSA.NO.	numeric	37 unique values 0 missing
SM05_EA.dm.	numeric	18 unique values 0 missing
SpMax2_Bh.v.	numeric	51 unique values 0 missing
Psi_i_0	numeric	57 unique values 0 missing
Eig08_EA.ed.	numeric	42 unique values 0 missing
Eig15_EA.bo.	numeric	47 unique values 0 missing
SM03_AEA.ri.	numeric	42 unique values 0 missing
Eig01_EA	numeric	41 unique values 0 missing
ATS1m	numeric	52 unique values 0 missing
SM09_AEA.bo.	numeric	41 unique values 0 missing
Eig08_AEA.ri.	numeric	44 unique values 0 missing
SpMax_EA	numeric	41 unique values 0 missing
Eig08_EA.ri.	numeric	43 unique values 0 missing
SM09_EA.dm.	numeric	19 unique values 0 missing
Eig07_AEA.bo.	numeric	40 unique values 0 missing
SM11_EA.dm.	numeric	18 unique values 0 missing
Eig07_EA.bo.	numeric	45 unique values 0 missing
ATS5p	numeric	60 unique values 0 missing
SpDiam_AEA.ri.	numeric	54 unique values 0 missing
ATSC8i	numeric	61 unique values 0 missing
BBI	numeric	28 unique values 0 missing
Psi_i_1	numeric	60 unique values 0 missing
BID	numeric	42 unique values 0 missing
P_VSA_e_3	numeric	23 unique values 0 missing
Eig14_AEA.ed.	numeric	37 unique values 0 missing
ATS6p	numeric	60 unique values 0 missing
HDcpx	numeric	45 unique values 0 missing
ATSC6i	numeric	59 unique values 0 missing
IDM	numeric	52 unique values 0 missing
nO	numeric	5 unique values 0 missing
MPC02	numeric	28 unique values 0 missing
SpDiam_EA	numeric	42 unique values 0 missing
MWC02	numeric	34 unique values 0 missing
GATS5s	numeric	58 unique values 0 missing
MWC07	numeric	51 unique values 0 missing
SM04_EA	numeric	46 unique values 0 missing
MWC09	numeric	50 unique values 0 missing
AAC	numeric	49 unique values 0 missing
MWC10	numeric	52 unique values 0 missing
AECC	numeric	50 unique values 0 missing
Psi_e_0	numeric	60 unique values 0 missing
AMR	numeric	60 unique values 0 missing
RDSQ	numeric	52 unique values 0 missing
AMW	numeric	53 unique values 0 missing
SM02_EA	numeric	28 unique values 0 missing
ARR	numeric	37 unique values 0 missing
SpMax8_Bh.p.	numeric	49 unique values 0 missing
ATS1e	numeric	54 unique values 0 missing
TWC	numeric	52 unique values 0 missing
ATS1i	numeric	54 unique values 0 missing
ZM1	numeric	34 unique values 0 missing
ATS1s	numeric	59 unique values 0 missing
SpMin1_Bh.i.	numeric	47 unique values 0 missing
ATS2e	numeric	56 unique values 0 missing
SpMax4_Bh.m.	numeric	45 unique values 0 missing
ATS2i	numeric	58 unique values 0 missing
Chi1_EA.ed.	numeric	52 unique values 0 missing
ATS2s	numeric	59 unique values 0 missing
Eig06_AEA.bo.	numeric	49 unique values 0 missing
ATS3e	numeric	58 unique values 0 missing
Eig06_EA.bo.	numeric	48 unique values 0 missing
ATS3i	numeric	58 unique values 0 missing
Eig08_EA	numeric	35 unique values 0 missing
Eig11_AEA.dm.	numeric	46 unique values 0 missing
Eig12_AEA.dm.	numeric	43 unique values 0 missing
SM02_AEA.dm.	numeric	35 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

509

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

508

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfNumericFeatures

99.8

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

10.29

Third quartile of means 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.

PercentageOfSymbolicFeatures

0.2

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-1.62

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.54

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

2.8

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.01

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

-0.89

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.92

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

MaxStdDevOfNumericAtts

10945.05

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.09

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.

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

-0.3

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.4

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

138.57

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.46

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

AutoCorrelation

0.12

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among 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.

Quartile2KurtosisOfNumericAtts

-0.57

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

Dimensionality

8.21

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

3.84

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.

MeanSkewnessOfNumericAtts

0.1

Mean skewness among 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.

MeanStdDevOfNumericAtts

79.42

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

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