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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2176837

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by unknown
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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: CHEMBL2176837 (TID: 105412), and it has 14 rows and 458 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.

460 features

pXC50 (target)	numeric	13 unique values 0 missing
molecule_id (row identifier)	nominal	14 unique values 0 missing
ALOGP2	numeric	9 unique values 0 missing
AMR	numeric	9 unique values 0 missing
ATS1e	numeric	9 unique values 0 missing
ATS1i	numeric	9 unique values 0 missing
ATS1m	numeric	8 unique values 0 missing
ATS1p	numeric	9 unique values 0 missing
ATS1v	numeric	9 unique values 0 missing
ATS2e	numeric	9 unique values 0 missing
ATS2i	numeric	9 unique values 0 missing
ATS2m	numeric	9 unique values 0 missing
ATS2p	numeric	9 unique values 0 missing
ATS2s	numeric	12 unique values 0 missing
ATS2v	numeric	9 unique values 0 missing
ATS3e	numeric	10 unique values 0 missing
ATS3i	numeric	10 unique values 0 missing
ATS3m	numeric	14 unique values 0 missing
ATS3p	numeric	14 unique values 0 missing
ATS3v	numeric	14 unique values 0 missing
ATS4e	numeric	14 unique values 0 missing
ATS4i	numeric	14 unique values 0 missing
ATS4m	numeric	14 unique values 0 missing
ATS4p	numeric	14 unique values 0 missing
ATS4v	numeric	14 unique values 0 missing
ATS5e	numeric	14 unique values 0 missing
ATS5i	numeric	12 unique values 0 missing
ATS5m	numeric	14 unique values 0 missing
ATS5p	numeric	14 unique values 0 missing
ATS5v	numeric	14 unique values 0 missing
ATS6e	numeric	14 unique values 0 missing
ATS6i	numeric	14 unique values 0 missing
ATS6m	numeric	14 unique values 0 missing
ATS6p	numeric	14 unique values 0 missing
ATS6s	numeric	14 unique values 0 missing
ATS6v	numeric	14 unique values 0 missing
ATS7e	numeric	12 unique values 0 missing
ATS7i	numeric	11 unique values 0 missing
ATS7p	numeric	12 unique values 0 missing
ATS7v	numeric	12 unique values 0 missing
ATS8e	numeric	9 unique values 0 missing
ATS8i	numeric	9 unique values 0 missing
ATS8m	numeric	9 unique values 0 missing
ATS8p	numeric	9 unique values 0 missing
ATS8s	numeric	9 unique values 0 missing
ATS8v	numeric	9 unique values 0 missing
ATSC1i	numeric	9 unique values 0 missing
ATSC1m	numeric	9 unique values 0 missing
ATSC1p	numeric	9 unique values 0 missing
ATSC1v	numeric	9 unique values 0 missing
ATSC2i	numeric	9 unique values 0 missing
ATSC2m	numeric	9 unique values 0 missing
ATSC2p	numeric	9 unique values 0 missing
ATSC2v	numeric	9 unique values 0 missing
ATSC3i	numeric	9 unique values 0 missing
ATSC3m	numeric	14 unique values 0 missing
ATSC3p	numeric	14 unique values 0 missing
ATSC3v	numeric	14 unique values 0 missing
ATSC4i	numeric	13 unique values 0 missing
ATSC4m	numeric	14 unique values 0 missing
ATSC4p	numeric	13 unique values 0 missing
ATSC4v	numeric	14 unique values 0 missing
ATSC5i	numeric	12 unique values 0 missing
ATSC5m	numeric	14 unique values 0 missing
ATSC5p	numeric	14 unique values 0 missing
ATSC5v	numeric	14 unique values 0 missing
ATSC6i	numeric	14 unique values 0 missing
ATSC6m	numeric	14 unique values 0 missing
ATSC6p	numeric	14 unique values 0 missing
ATSC6v	numeric	14 unique values 0 missing
ATSC7i	numeric	11 unique values 0 missing
ATSC7p	numeric	12 unique values 0 missing
ATSC7v	numeric	11 unique values 0 missing
ATSC8i	numeric	9 unique values 0 missing
ATSC8m	numeric	9 unique values 0 missing
ATSC8p	numeric	9 unique values 0 missing
ATSC8v	numeric	9 unique values 0 missing
BBI	numeric	7 unique values 0 missing
BID	numeric	10 unique values 0 missing
CENT	numeric	13 unique values 0 missing
Chi0_AEA.bo.	numeric	9 unique values 0 missing
Chi0_AEA.dm.	numeric	9 unique values 0 missing
Chi0_AEA.ed.	numeric	9 unique values 0 missing
Chi0_AEA.ri.	numeric	9 unique values 0 missing
Chi0_EA	numeric	9 unique values 0 missing
Chi0_EA.bo.	numeric	10 unique values 0 missing
Chi0_EA.ed.	numeric	14 unique values 0 missing
Chi0_EA.ri.	numeric	14 unique values 0 missing
Chi1_AEA.bo.	numeric	13 unique values 0 missing
Chi1_AEA.dm.	numeric	13 unique values 0 missing
Chi1_AEA.ed.	numeric	13 unique values 0 missing
Chi1_AEA.ri.	numeric	13 unique values 0 missing
Chi1_EA	numeric	13 unique values 0 missing
Chi1_EA.bo.	numeric	14 unique values 0 missing
Chi1_EA.ri.	numeric	14 unique values 0 missing
CIC0	numeric	9 unique values 0 missing
CID	numeric	9 unique values 0 missing
DBI	numeric	8 unique values 0 missing
Eig02_AEA.dm.	numeric	13 unique values 0 missing
Eig05_AEA.ri.	numeric	13 unique values 0 missing
Eig05_EA.ri.	numeric	14 unique values 0 missing
Eig07_AEA.dm.	numeric	14 unique values 0 missing
Eig08_AEA.dm.	numeric	14 unique values 0 missing
Eig08_EA	numeric	8 unique values 0 missing
Eig09_AEA.dm.	numeric	14 unique values 0 missing
Eig09_AEA.ed.	numeric	14 unique values 0 missing
Eig09_EA	numeric	12 unique values 0 missing
Eig09_EA.ed.	numeric	14 unique values 0 missing
Eig10_AEA.bo.	numeric	14 unique values 0 missing
Eig10_AEA.dm.	numeric	13 unique values 0 missing
Eig10_AEA.ed.	numeric	14 unique values 0 missing
Eig10_AEA.ri.	numeric	14 unique values 0 missing
Eig10_EA	numeric	14 unique values 0 missing
Eig10_EA.bo.	numeric	9 unique values 0 missing
Eig10_EA.ed.	numeric	14 unique values 0 missing
Eig10_EA.ri.	numeric	14 unique values 0 missing
Eig11_AEA.bo.	numeric	14 unique values 0 missing
Eig11_AEA.dm.	numeric	14 unique values 0 missing
Eig11_AEA.ed.	numeric	12 unique values 0 missing
Eig11_AEA.ri.	numeric	14 unique values 0 missing
Eig11_EA	numeric	14 unique values 0 missing
Eig11_EA.bo.	numeric	14 unique values 0 missing
Eig11_EA.ed.	numeric	14 unique values 0 missing
Eig11_EA.ri.	numeric	14 unique values 0 missing
Eig12_AEA.dm.	numeric	14 unique values 0 missing
Eig12_AEA.ed.	numeric	10 unique values 0 missing
Eig12_AEA.ri.	numeric	14 unique values 0 missing
Eig12_EA	numeric	14 unique values 0 missing
Eig12_EA.bo.	numeric	14 unique values 0 missing
Eig12_EA.ed.	numeric	14 unique values 0 missing
Eig12_EA.ri.	numeric	14 unique values 0 missing
Eig13_AEA.bo.	numeric	10 unique values 0 missing
Eig13_AEA.dm.	numeric	8 unique values 0 missing
Eig13_AEA.ri.	numeric	8 unique values 0 missing
Eig13_EA	numeric	8 unique values 0 missing
Eig13_EA.bo.	numeric	8 unique values 0 missing
Eig13_EA.ed.	numeric	14 unique values 0 missing
Eig13_EA.ri.	numeric	8 unique values 0 missing
Eig14_AEA.dm.	numeric	8 unique values 0 missing
Eig14_AEA.ri.	numeric	8 unique values 0 missing
Eig15_AEA.ed.	numeric	7 unique values 0 missing
Eta_alpha	numeric	9 unique values 0 missing
Eta_betaS	numeric	8 unique values 0 missing
Eta_C	numeric	14 unique values 0 missing
Eta_C_A	numeric	11 unique values 0 missing
Eta_epsi	numeric	9 unique values 0 missing
Eta_L	numeric	10 unique values 0 missing
GATS2p	numeric	9 unique values 0 missing
GATS2v	numeric	9 unique values 0 missing
GATS8i	numeric	8 unique values 0 missing
GGI7	numeric	6 unique values 0 missing
HDcpx	numeric	13 unique values 0 missing
IAC	numeric	9 unique values 0 missing
IDM	numeric	13 unique values 0 missing
ISIZ	numeric	8 unique values 0 missing
IVDM	numeric	8 unique values 0 missing
MDDD	numeric	12 unique values 0 missing
MPC01	numeric	8 unique values 0 missing
MPC02	numeric	7 unique values 0 missing
MPC03	numeric	8 unique values 0 missing
MPC04	numeric	11 unique values 0 missing
MPC05	numeric	12 unique values 0 missing
MPC06	numeric	12 unique values 0 missing
MPC07	numeric	11 unique values 0 missing
MPC08	numeric	10 unique values 0 missing
MW	numeric	9 unique values 0 missing
MWC01	numeric	8 unique values 0 missing
MWC02	numeric	7 unique values 0 missing
MWC03	numeric	9 unique values 0 missing
MWC04	numeric	13 unique values 0 missing
MWC05	numeric	14 unique values 0 missing
MWC06	numeric	14 unique values 0 missing
MWC07	numeric	13 unique values 0 missing
MWC08	numeric	14 unique values 0 missing
MWC09	numeric	14 unique values 0 missing
MWC10	numeric	14 unique values 0 missing
nAT	numeric	8 unique values 0 missing
nBO	numeric	8 unique values 0 missing
nBT	numeric	7 unique values 0 missing
nCs	numeric	5 unique values 0 missing
nCsp3	numeric	6 unique values 0 missing
nH	numeric	8 unique values 0 missing
ON0V	numeric	9 unique values 0 missing
ON1V	numeric	10 unique values 0 missing
piID	numeric	14 unique values 0 missing
piPC04	numeric	13 unique values 0 missing
piPC05	numeric	12 unique values 0 missing
piPC06	numeric	13 unique values 0 missing
piPC07	numeric	12 unique values 0 missing
Pol	numeric	8 unique values 0 missing
Psi_e_0	numeric	11 unique values 0 missing
Psi_e_1	numeric	14 unique values 0 missing
Psi_i_0	numeric	9 unique values 0 missing
Psi_i_1	numeric	10 unique values 0 missing
P_VSA_e_1	numeric	8 unique values 0 missing
P_VSA_LogP_7	numeric	8 unique values 0 missing
P_VSA_m_1	numeric	8 unique values 0 missing
P_VSA_MR_5	numeric	6 unique values 0 missing
P_VSA_p_1	numeric	8 unique values 0 missing
P_VSA_s_2	numeric	9 unique values 0 missing
P_VSA_v_1	numeric	8 unique values 0 missing
RBN	numeric	6 unique values 0 missing
RDSQ	numeric	14 unique values 0 missing
S0K	numeric	10 unique values 0 missing
SAtot	numeric	9 unique values 0 missing
Se	numeric	9 unique values 0 missing
Si	numeric	9 unique values 0 missing
SM02_AEA.bo.	numeric	8 unique values 0 missing
SM02_AEA.dm.	numeric	8 unique values 0 missing
SM02_AEA.ed.	numeric	9 unique values 0 missing
SM02_EA	numeric	7 unique values 0 missing
SM02_EA.ed.	numeric	12 unique values 0 missing
SM03_AEA.dm.	numeric	12 unique values 0 missing
SM03_AEA.ed.	numeric	9 unique values 0 missing
SM04_AEA.dm.	numeric	14 unique values 0 missing
SM04_AEA.ed.	numeric	13 unique values 0 missing
SM04_AEA.ri.	numeric	14 unique values 0 missing
SM04_EA	numeric	9 unique values 0 missing
SM04_EA.ed.	numeric	14 unique values 0 missing
SM05_AEA.dm.	numeric	14 unique values 0 missing
SM05_AEA.ed.	numeric	14 unique values 0 missing
SM05_AEA.ri.	numeric	14 unique values 0 missing
SM06_AEA.dm.	numeric	14 unique values 0 missing
SM06_AEA.ed.	numeric	14 unique values 0 missing
SM06_AEA.ri.	numeric	14 unique values 0 missing
SM06_EA	numeric	13 unique values 0 missing
SM06_EA.ed.	numeric	13 unique values 0 missing
SM07_AEA.dm.	numeric	8 unique values 0 missing
SM07_AEA.ed.	numeric	14 unique values 0 missing
SM07_AEA.ri.	numeric	14 unique values 0 missing
SM08_AEA.ed.	numeric	14 unique values 0 missing
SM08_AEA.ri.	numeric	14 unique values 0 missing
SM08_EA	numeric	14 unique values 0 missing
SM08_EA.bo.	numeric	13 unique values 0 missing
SM09_AEA.ed.	numeric	14 unique values 0 missing
SM10_AEA.ed.	numeric	14 unique values 0 missing
SM10_EA	numeric	13 unique values 0 missing
SM10_EA.bo.	numeric	13 unique values 0 missing
SM11_AEA.ed.	numeric	13 unique values 0 missing
SM12_AEA.ed.	numeric	13 unique values 0 missing
SM12_EA	numeric	14 unique values 0 missing
SM13_AEA.ed.	numeric	13 unique values 0 missing
SNar	numeric	8 unique values 0 missing
Sp	numeric	9 unique values 0 missing
SpAD_AEA.bo.	numeric	14 unique values 0 missing
SpAD_AEA.dm.	numeric	14 unique values 0 missing
SpAD_AEA.ed.	numeric	14 unique values 0 missing
SpAD_AEA.ri.	numeric	14 unique values 0 missing
SpAD_EA	numeric	14 unique values 0 missing
SpAD_EA.ed.	numeric	14 unique values 0 missing
SpAD_EA.ri.	numeric	14 unique values 0 missing
SpDiam_AEA.bo.	numeric	14 unique values 0 missing
SpMax2_Bh.m.	numeric	14 unique values 0 missing
SpMax3_Bh.e.	numeric	14 unique values 0 missing
SpMax3_Bh.i.	numeric	13 unique values 0 missing
SpMax3_Bh.m.	numeric	14 unique values 0 missing
SpMax3_Bh.p.	numeric	12 unique values 0 missing
SpMax3_Bh.v.	numeric	14 unique values 0 missing
SpMax5_Bh.e.	numeric	14 unique values 0 missing
SpMax5_Bh.i.	numeric	14 unique values 0 missing
SpMax5_Bh.m.	numeric	14 unique values 0 missing
SpMax5_Bh.p.	numeric	13 unique values 0 missing
SpMax5_Bh.v.	numeric	14 unique values 0 missing
SpMax6_Bh.e.	numeric	14 unique values 0 missing
SpMax6_Bh.i.	numeric	14 unique values 0 missing
SpMax6_Bh.m.	numeric	14 unique values 0 missing
SpMax6_Bh.p.	numeric	14 unique values 0 missing
SpMax6_Bh.v.	numeric	14 unique values 0 missing
SpMax8_Bh.e.	numeric	7 unique values 0 missing
SpMax8_Bh.m.	numeric	7 unique values 0 missing
SpMax8_Bh.p.	numeric	12 unique values 0 missing
SpMax8_Bh.v.	numeric	11 unique values 0 missing
SpMin1_Bh.s.	numeric	11 unique values 0 missing
SpMin2_Bh.s.	numeric	14 unique values 0 missing
SpMin4_Bh.e.	numeric	12 unique values 0 missing
SpMin4_Bh.m.	numeric	14 unique values 0 missing
SpMin4_Bh.s.	numeric	9 unique values 0 missing
SpMin5_Bh.e.	numeric	13 unique values 0 missing
SpMin5_Bh.i.	numeric	13 unique values 0 missing
SpMin5_Bh.m.	numeric	12 unique values 0 missing
SpMin5_Bh.p.	numeric	14 unique values 0 missing
SpMin5_Bh.s.	numeric	7 unique values 0 missing
SpMin5_Bh.v.	numeric	14 unique values 0 missing
SpMin6_Bh.e.	numeric	12 unique values 0 missing
SpMin6_Bh.i.	numeric	9 unique values 0 missing
SpMin6_Bh.m.	numeric	13 unique values 0 missing
SpMin6_Bh.p.	numeric	13 unique values 0 missing
SpMin6_Bh.v.	numeric	14 unique values 0 missing
SpMin8_Bh.m.	numeric	7 unique values 0 missing
SpMin8_Bh.p.	numeric	7 unique values 0 missing
SpMin8_Bh.s.	numeric	5 unique values 0 missing
SpMin8_Bh.v.	numeric	7 unique values 0 missing
SRW02	numeric	8 unique values 0 missing
SRW04	numeric	8 unique values 0 missing
SRW06	numeric	9 unique values 0 missing
SRW08	numeric	13 unique values 0 missing
SRW10	numeric	14 unique values 0 missing
SssCH2	numeric	7 unique values 0 missing
Sv	numeric	9 unique values 0 missing
TIC0	numeric	9 unique values 0 missing
TIC1	numeric	9 unique values 0 missing
TIC2	numeric	10 unique values 0 missing
TIC3	numeric	10 unique values 0 missing
TIC4	numeric	10 unique values 0 missing
TIC5	numeric	9 unique values 0 missing
TPC	numeric	9 unique values 0 missing
TWC	numeric	14 unique values 0 missing
VAR	numeric	12 unique values 0 missing
VvdwMG	numeric	9 unique values 0 missing
Vx	numeric	9 unique values 0 missing
Wap	numeric	9 unique values 0 missing
X0v	numeric	9 unique values 0 missing
X1	numeric	9 unique values 0 missing
X1Kup	numeric	10 unique values 0 missing
X1MulPer	numeric	12 unique values 0 missing
X1Per	numeric	13 unique values 0 missing
X1sol	numeric	9 unique values 0 missing
X1v	numeric	10 unique values 0 missing
X2	numeric	14 unique values 0 missing
X2sol	numeric	14 unique values 0 missing
X2v	numeric	13 unique values 0 missing
X3Av	numeric	11 unique values 0 missing
X4	numeric	13 unique values 0 missing
X4Av	numeric	10 unique values 0 missing
X4sol	numeric	13 unique values 0 missing
X4v	numeric	14 unique values 0 missing
X5	numeric	14 unique values 0 missing
X5sol	numeric	14 unique values 0 missing
X5v	numeric	14 unique values 0 missing
Xindex	numeric	13 unique values 0 missing
XMOD	numeric	10 unique values 0 missing
Xt	numeric	8 unique values 0 missing
ZM1	numeric	7 unique values 0 missing
ZM1Mad	numeric	9 unique values 0 missing
ZM2	numeric	9 unique values 0 missing
ZM2Mad	numeric	14 unique values 0 missing
Eig07_AEA.ri.	numeric	13 unique values 0 missing
ICR	numeric	12 unique values 0 missing
SpMax4_Bh.e.	numeric	13 unique values 0 missing
SpMax4_Bh.i.	numeric	13 unique values 0 missing
SpMax4_Bh.m.	numeric	14 unique values 0 missing
SpMax4_Bh.p.	numeric	13 unique values 0 missing
SpMax4_Bh.v.	numeric	13 unique values 0 missing
SpMin4_Bh.i.	numeric	12 unique values 0 missing
SpMin4_Bh.p.	numeric	13 unique values 0 missing
SpMin4_Bh.v.	numeric	14 unique values 0 missing
X3v	numeric	14 unique values 0 missing
ATSC7e	numeric	12 unique values 0 missing
ATSC7m	numeric	12 unique values 0 missing
SpMax8_Bh.i.	numeric	11 unique values 0 missing
SpMax2_Bh.e.	numeric	13 unique values 0 missing
SpMax2_Bh.i.	numeric	13 unique values 0 missing
SpMax2_Bh.p.	numeric	11 unique values 0 missing
SpMax2_Bh.v.	numeric	13 unique values 0 missing
SpMin2_Bh.e.	numeric	14 unique values 0 missing
SpMin2_Bh.i.	numeric	12 unique values 0 missing
SpMin2_Bh.p.	numeric	14 unique values 0 missing
SpMin2_Bh.v.	numeric	14 unique values 0 missing
ATS1s	numeric	10 unique values 0 missing
ATS3s	numeric	13 unique values 0 missing
ATS4s	numeric	14 unique values 0 missing
ATS5s	numeric	14 unique values 0 missing
ATSC5e	numeric	13 unique values 0 missing
ATSC8e	numeric	9 unique values 0 missing
BAC	numeric	6 unique values 0 missing
BLTA96	numeric	10 unique values 0 missing
BLTD48	numeric	10 unique values 0 missing
BLTF96	numeric	10 unique values 0 missing
Chi0_EA.dm.	numeric	8 unique values 0 missing
Chi1_EA.ed.	numeric	13 unique values 0 missing
DELS	numeric	14 unique values 0 missing
DLS_02	numeric	3 unique values 0 missing
DLS_06	numeric	4 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
Dz	numeric	9 unique values 0 missing
Eig02_AEA.ed.	numeric	12 unique values 0 missing
Eig02_AEA.ri.	numeric	13 unique values 0 missing
Eig02_EA	numeric	13 unique values 0 missing
Eig02_EA.ed.	numeric	12 unique values 0 missing
Eig03_AEA.dm.	numeric	11 unique values 0 missing
Eig03_AEA.ed.	numeric	11 unique values 0 missing
Eig03_AEA.ri.	numeric	12 unique values 0 missing
Eig03_EA	numeric	13 unique values 0 missing
Eig03_EA.ed.	numeric	12 unique values 0 missing
Eig03_EA.ri.	numeric	12 unique values 0 missing
Eig05_AEA.bo.	numeric	11 unique values 0 missing
Eig05_AEA.dm.	numeric	12 unique values 0 missing
Eig05_AEA.ed.	numeric	11 unique values 0 missing
Eig05_EA	numeric	13 unique values 0 missing
Eig05_EA.bo.	numeric	12 unique values 0 missing
Eig05_EA.ed.	numeric	12 unique values 0 missing
Eig06_AEA.bo.	numeric	11 unique values 0 missing
Eig06_AEA.dm.	numeric	7 unique values 0 missing
Eig06_AEA.ed.	numeric	12 unique values 0 missing
Eig06_AEA.ri.	numeric	11 unique values 0 missing
Eig06_EA	numeric	12 unique values 0 missing
Eig06_EA.bo.	numeric	11 unique values 0 missing
Eig06_EA.ed.	numeric	12 unique values 0 missing
Eig06_EA.ri.	numeric	12 unique values 0 missing
Eig07_EA	numeric	14 unique values 0 missing
Eig07_EA.bo.	numeric	14 unique values 0 missing
Eig07_EA.ed.	numeric	14 unique values 0 missing
Eig07_EA.ri.	numeric	13 unique values 0 missing
Eig08_AEA.ri.	numeric	9 unique values 0 missing
Eig08_EA.ed.	numeric	9 unique values 0 missing
Eig08_EA.ri.	numeric	10 unique values 0 missing
Eig12_AEA.bo.	numeric	8 unique values 0 missing
Eig13_AEA.ed.	numeric	11 unique values 0 missing
Eig14_AEA.bo.	numeric	7 unique values 0 missing
Eig14_AEA.ed.	numeric	7 unique values 0 missing
Eig15_AEA.ri.	numeric	5 unique values 0 missing
Eta_B	numeric	6 unique values 0 missing
GATS6m	numeric	13 unique values 0 missing
GGI1	numeric	5 unique values 0 missing
GGI2	numeric	5 unique values 0 missing
GGI3	numeric	7 unique values 0 missing
GGI4	numeric	9 unique values 0 missing
GGI5	numeric	9 unique values 0 missing
GMTI	numeric	12 unique values 0 missing
H.050	numeric	7 unique values 0 missing
IDDM	numeric	10 unique values 0 missing
IDET	numeric	13 unique values 0 missing
IDMT	numeric	13 unique values 0 missing
LPRS	numeric	14 unique values 0 missing
MLOGP	numeric	10 unique values 0 missing
MPC09	numeric	7 unique values 0 missing
MPC10	numeric	5 unique values 0 missing
nHAcc	numeric	3 unique values 0 missing
nHDon	numeric	7 unique values 0 missing
nHet	numeric	5 unique values 0 missing
nSK	numeric	7 unique values 0 missing
ON0	numeric	8 unique values 0 missing
ON1	numeric	9 unique values 0 missing
piPC01	numeric	8 unique values 0 missing
piPC02	numeric	9 unique values 0 missing
piPC03	numeric	10 unique values 0 missing
piPC08	numeric	13 unique values 0 missing
piPC09	numeric	9 unique values 0 missing
P_VSA_p_2	numeric	7 unique values 0 missing
P_VSA_s_6	numeric	7 unique values 0 missing
P_VSA_v_2	numeric	7 unique values 0 missing
Qindex	numeric	4 unique values 0 missing
Ram	numeric	4 unique values 0 missing
S1K	numeric	9 unique values 0 missing
SAacc	numeric	7 unique values 0 missing
SCBO	numeric	8 unique values 0 missing
SM02_AEA.ri.	numeric	14 unique values 0 missing
SM02_EA.bo.	numeric	9 unique values 0 missing
SM02_EA.ri.	numeric	9 unique values 0 missing
SM03_AEA.bo.	numeric	9 unique values 0 missing
SM03_AEA.ri.	numeric	9 unique values 0 missing
SM03_EA	numeric	4 unique values 0 missing
SM03_EA.bo.	numeric	5 unique values 0 missing
SM03_EA.ed.	numeric	11 unique values 0 missing
SM03_EA.ri.	numeric	6 unique values 0 missing
SM04_AEA.bo.	numeric	10 unique values 0 missing
SM04_EA.bo.	numeric	10 unique values 0 missing
SM04_EA.ri.	numeric	14 unique values 0 missing
SM05_AEA.bo.	numeric	10 unique values 0 missing
SM05_EA	numeric	6 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

460

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

459

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile1MutualInformation

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

PercentageOfBinaryFeatures

Percentage of binary attributes.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

PercentageOfMissingValues

Percentage of missing values.

PercentageOfNumericFeatures

99.78

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.22

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

-1.7

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

1.15

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

Quartile1SkewnessOfNumericAtts

0.58

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.37

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

-1.57

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

Quartile2MeansOfNumericAtts

3.43

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

Quartile2MutualInformation

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

Quartile2SkewnessOfNumericAtts

0.69

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

Quartile2StdDevOfNumericAtts

0.94

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

-1.2

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

8.69

Third quartile of means among attributes of the numeric type.

Quartile3MutualInformation

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

Quartile3SkewnessOfNumericAtts

0.75

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

3.03

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

AutoCorrelation

0.24

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

51.81

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

32.86

Number of attributes divided by the number of instances.

EquivalentNumberOfAtts

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

6.11

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

8420.96

Maximum of means among attributes of the numeric type.

MaxMutualInformation

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

MaxNominalAttDistinctValues

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

MaxSkewnessOfNumericAtts

2.27

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

10026.77

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

-1.21

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

MeanMutualInformation

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

MeanNoiseToSignalRatio

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

MeanNominalAttDistinctValues

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

MeanSkewnessOfNumericAtts

0.65

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

50.97

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-2.19