Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105

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: CHEMBL2105 (TID: 10338), and it has 13 rows and 643 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.

645 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal13 unique values
0 missing
MATS4pnumeric12 unique values
0 missing
Eig01_AEA.dm.numeric4 unique values
0 missing
Eig10_AEA.dm.numeric11 unique values
0 missing
MDDDnumeric11 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
Eig10_EA.ri.numeric12 unique values
0 missing
MPC01numeric10 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
GATS2enumeric13 unique values
0 missing
MWnumeric12 unique values
0 missing
Eig01_EAnumeric9 unique values
0 missing
GATS8enumeric13 unique values
0 missing
MWC01numeric10 unique values
0 missing
Eig01_EA.bo.numeric4 unique values
0 missing
MATS2inumeric12 unique values
0 missing
MWC02numeric10 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
MATS7inumeric12 unique values
0 missing
nBOnumeric10 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
MATS8enumeric13 unique values
0 missing
nCnumeric6 unique values
0 missing
Eig01_EA.ri.numeric7 unique values
0 missing
MAXDNnumeric12 unique values
0 missing
nSKnumeric9 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
RBFnumeric11 unique values
0 missing
ON0numeric11 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
SpMax2_Bh.p.numeric12 unique values
0 missing
ON1numeric10 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
SpMax2_Bh.v.numeric13 unique values
0 missing
piIDnumeric10 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
BACnumeric10 unique values
0 missing
piPC01numeric8 unique values
0 missing
Eig02_EA.ri.numeric13 unique values
0 missing
BIC0numeric12 unique values
0 missing
piPC02numeric8 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
BLTA96numeric12 unique values
0 missing
piPC03numeric9 unique values
0 missing
Eig03_AEA.ri.numeric13 unique values
0 missing
BLTD48numeric12 unique values
0 missing
piPC07numeric9 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
BLTF96numeric11 unique values
0 missing
piPC10numeric7 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
GATS2snumeric12 unique values
0 missing
Polnumeric10 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
MATS2enumeric13 unique values
0 missing
Psi_e_0numeric13 unique values
0 missing
Eig03_EA.ri.numeric13 unique values
0 missing
MATS2snumeric11 unique values
0 missing
Psi_e_1numeric13 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
MATS4enumeric13 unique values
0 missing
Psi_i_0numeric12 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
MATS5snumeric12 unique values
0 missing
RDCHInumeric11 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
MLOGPnumeric13 unique values
0 missing
RDSQnumeric11 unique values
0 missing
Eig09_AEA.dm.numeric13 unique values
0 missing
MLOGP2numeric13 unique values
0 missing
S1Knumeric12 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
PHInumeric12 unique values
0 missing
SAtotnumeric12 unique values
0 missing
Eig09_EAnumeric9 unique values
0 missing
SIC0numeric12 unique values
0 missing
SCBOnumeric8 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
Uindexnumeric11 unique values
0 missing
SIC5numeric13 unique values
0 missing
Eig09_EA.dm.numeric5 unique values
0 missing
MATS5mnumeric12 unique values
0 missing
SM02_AEA.dm.numeric10 unique values
0 missing
Eig09_EA.ed.numeric9 unique values
0 missing
S3Knumeric12 unique values
0 missing
SM02_AEA.ri.numeric10 unique values
0 missing
Eig10_AEA.ed.numeric9 unique values
0 missing
SpMin2_Bh.i.numeric13 unique values
0 missing
SM02_EA.bo.numeric8 unique values
0 missing
Eig10_EA.dm.numeric6 unique values
0 missing
C.numeric11 unique values
0 missing
SM02_EA.dm.numeric10 unique values
0 missing
Eig11_AEA.bo.numeric7 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
SM03_AEA.ri.numeric11 unique values
0 missing
Eig11_AEA.dm.numeric10 unique values
0 missing
Eig10_AEA.bo.numeric8 unique values
0 missing
SM04_EA.bo.numeric9 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
Eig10_AEA.ri.numeric12 unique values
0 missing
SM07_AEA.dm.numeric6 unique values
0 missing
Eig11_EAnumeric7 unique values
0 missing
Eig10_EAnumeric9 unique values
0 missing
SM08_AEA.ri.numeric6 unique values
0 missing
Eig11_EA.bo.numeric8 unique values
0 missing
Eig10_EA.bo.numeric10 unique values
0 missing
SM10_EA.bo.numeric11 unique values
0 missing
Eig11_EA.dm.numeric6 unique values
0 missing
Eig10_EA.ed.numeric10 unique values
0 missing
SM12_AEA.ri.numeric11 unique values
0 missing
Eig11_EA.ed.numeric8 unique values
0 missing
GATS2inumeric11 unique values
0 missing
SM12_EA.bo.numeric11 unique values
0 missing
Eig11_EA.ri.numeric10 unique values
0 missing
GATS2pnumeric13 unique values
0 missing
SM13_AEA.bo.numeric10 unique values
0 missing
Eig12_AEA.bo.numeric7 unique values
0 missing
H.047numeric9 unique values
0 missing
SM14_EA.bo.numeric11 unique values
0 missing
Eig12_AEA.dm.numeric9 unique values
0 missing
MATS2pnumeric13 unique values
0 missing
SM15_AEA.bo.numeric11 unique values
0 missing
Eig12_AEA.ri.numeric9 unique values
0 missing
Mpnumeric11 unique values
0 missing
SM15_AEA.ri.numeric11 unique values
0 missing
Eig12_EAnumeric7 unique values
0 missing
Psi_e_Anumeric12 unique values
0 missing
SMTInumeric11 unique values
0 missing
Eig12_EA.bo.numeric7 unique values
0 missing
Psi_i_Anumeric12 unique values
0 missing
SMTIVnumeric13 unique values
0 missing
Eig12_EA.dm.numeric5 unique values
0 missing
P_VSA_e_2numeric12 unique values
0 missing
SNarnumeric11 unique values
0 missing
Eig12_EA.ed.numeric7 unique values
0 missing
P_VSA_i_2numeric12 unique values
0 missing
Spnumeric12 unique values
0 missing
Eig12_EA.ri.numeric9 unique values
0 missing
P_VSA_p_2numeric9 unique values
0 missing
SpAD_AEA.ed.numeric11 unique values
0 missing
Eig13_AEA.bo.numeric5 unique values
0 missing
P_VSA_p_3numeric12 unique values
0 missing
SpAD_EA.dm.numeric10 unique values
0 missing
Eig13_AEA.ed.numeric5 unique values
0 missing
P_VSA_v_2numeric9 unique values
0 missing
SpAD_EA.ri.numeric13 unique values
0 missing
Eig14_AEA.bo.numeric5 unique values
0 missing
P_VSA_v_3numeric12 unique values
0 missing
SpMax3_Bh.m.numeric13 unique values
0 missing
Eig14_AEA.dm.numeric5 unique values
0 missing
SAaccnumeric9 unique values
0 missing
SpMax5_Bh.e.numeric13 unique values
0 missing
Eig14_AEA.ed.numeric5 unique values
0 missing
SM04_AEA.dm.numeric9 unique values
0 missing
SpMax5_Bh.i.numeric13 unique values
0 missing
Eig14_AEA.ri.numeric5 unique values
0 missing
SM05_AEA.ri.numeric10 unique values
0 missing
SpMax5_Bh.m.numeric13 unique values
0 missing
Eig14_EAnumeric5 unique values
0 missing
SM06_EA.bo.numeric11 unique values
0 missing
SpMax5_Bh.p.numeric13 unique values
0 missing
Eig14_EA.bo.numeric5 unique values
0 missing
SM08_EA.bo.numeric11 unique values
0 missing
SpMax5_Bh.v.numeric13 unique values
0 missing
Eig14_EA.dm.numeric4 unique values
0 missing
SpDiam_EA.bo.numeric10 unique values
0 missing
SpMax6_Bh.e.numeric13 unique values
0 missing
Eig14_EA.ed.numeric5 unique values
0 missing
SpMaxA_AEA.dm.numeric12 unique values
0 missing
SpMax6_Bh.i.numeric13 unique values
0 missing
Eig14_EA.ri.numeric5 unique values
0 missing
GATS3inumeric12 unique values
0 missing
SpMax6_Bh.m.numeric13 unique values
0 missing
Eig15_AEA.bo.numeric4 unique values
0 missing
C.040numeric2 unique values
0 missing
SpMax6_Bh.p.numeric13 unique values
0 missing
Eig15_AEA.dm.numeric4 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
SpMax6_Bh.v.numeric13 unique values
0 missing
Eig15_AEA.ed.numeric4 unique values
0 missing
N.072numeric2 unique values
0 missing
SpMax7_Bh.e.numeric13 unique values
0 missing
Eig15_AEA.ri.numeric4 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
SpMax7_Bh.i.numeric13 unique values
0 missing
Eig15_EAnumeric4 unique values
0 missing
P_VSA_MR_6numeric7 unique values
0 missing
SpMax7_Bh.p.numeric13 unique values
0 missing
Eig15_EA.bo.numeric4 unique values
0 missing
SpMax1_Bh.s.numeric6 unique values
0 missing
SpMax7_Bh.v.numeric13 unique values
0 missing
Eig15_EA.dm.numeric4 unique values
0 missing
Eig09_EA.ri.numeric12 unique values
0 missing
SpMax8_Bh.s.numeric13 unique values
0 missing
Eig15_EA.ed.numeric4 unique values
0 missing
GATS2mnumeric13 unique values
0 missing
SpMaxA_AEA.bo.numeric11 unique values
0 missing
Eig15_EA.ri.numeric4 unique values
0 missing
IC2numeric13 unique values
0 missing
SpMaxA_AEA.ed.numeric11 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
MATS4snumeric12 unique values
0 missing
SpMaxA_AEA.ri.numeric12 unique values
0 missing
Eta_Bnumeric5 unique values
0 missing
Psi_e_0dnumeric8 unique values
0 missing
SpMaxA_EAnumeric11 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
Psi_i_0dnumeric7 unique values
0 missing
SpMaxA_EA.bo.numeric11 unique values
0 missing
Eta_beta_Anumeric11 unique values
0 missing
Psi_i_1dnumeric9 unique values
0 missing
SpMaxA_EA.ri.numeric11 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
SpMin2_Bh.e.numeric13 unique values
0 missing
Eta_betaP_Anumeric10 unique values
0 missing
Eig02_AEA.dm.numeric13 unique values
0 missing
SpMin5_Bh.e.numeric12 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
SpMin5_Bh.i.numeric13 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
SpMin5_Bh.m.numeric13 unique values
0 missing
Eta_Cnumeric13 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
SpMin5_Bh.p.numeric13 unique values
0 missing
Eta_C_Anumeric13 unique values
0 missing
Eig04_AEA.bo.numeric11 unique values
0 missing
SpMin6_Bh.e.numeric13 unique values
0 missing
Eta_epsinumeric12 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
SpMin6_Bh.i.numeric13 unique values
0 missing
Eta_epsi_Anumeric10 unique values
0 missing
Eig04_AEA.ri.numeric13 unique values
0 missing
SpMin6_Bh.m.numeric13 unique values
0 missing
Eta_F_Anumeric13 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
SpMin6_Bh.p.numeric13 unique values
0 missing
Eta_FLnumeric12 unique values
0 missing
Eig04_EA.bo.numeric11 unique values
0 missing
SpMin6_Bh.v.numeric13 unique values
0 missing
Eta_FL_Anumeric12 unique values
0 missing
Eig04_EA.ed.numeric11 unique values
0 missing
SpMin7_Bh.e.numeric13 unique values
0 missing
Eta_Lnumeric13 unique values
0 missing
Eig04_EA.ri.numeric13 unique values
0 missing
SpMin7_Bh.i.numeric12 unique values
0 missing
Eta_L_Anumeric13 unique values
0 missing
Eig05_AEA.ed.numeric10 unique values
0 missing
SpMin7_Bh.m.numeric13 unique values
0 missing
Eta_sh_pnumeric12 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
SpMin7_Bh.p.numeric13 unique values
0 missing
Eta_sh_ynumeric10 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
SpMin7_Bh.s.numeric8 unique values
0 missing
GATS1enumeric11 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
SpMin7_Bh.v.numeric13 unique values
0 missing
GATS1inumeric12 unique values
0 missing
Eig06_AEA.ed.numeric10 unique values
0 missing
SRW02numeric10 unique values
0 missing
GATS1mnumeric12 unique values
0 missing
Eig06_AEA.ri.numeric13 unique values
0 missing
Svnumeric12 unique values
0 missing
GATS1pnumeric12 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
UNIPnumeric11 unique values
0 missing
GATS1snumeric13 unique values
0 missing
Eig06_EA.bo.numeric11 unique values
0 missing
VARnumeric9 unique values
0 missing
GATS1vnumeric11 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
VvdwMGnumeric12 unique values
0 missing
GATS2vnumeric13 unique values
0 missing
Eig06_EA.ri.numeric13 unique values
0 missing
VvdwZAZnumeric12 unique values
0 missing
GATS3enumeric13 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
Vxnumeric12 unique values
0 missing
GATS3mnumeric13 unique values
0 missing
MATS1mnumeric12 unique values
0 missing
X0numeric11 unique values
0 missing
GATS3pnumeric13 unique values
0 missing
MATS5vnumeric13 unique values
0 missing
X0solnumeric11 unique values
0 missing
GATS3snumeric13 unique values
0 missing
MPC03numeric10 unique values
0 missing
X0vnumeric12 unique values
0 missing
GATS3vnumeric13 unique values
0 missing
MPC04numeric10 unique values
0 missing
X1numeric11 unique values
0 missing
GATS4enumeric13 unique values
0 missing
MPC05numeric9 unique values
0 missing
X1Madnumeric13 unique values
0 missing
GATS4inumeric12 unique values
0 missing
MPC06numeric9 unique values
0 missing
X1solnumeric11 unique values
0 missing
GATS4mnumeric12 unique values
0 missing
MPC07numeric10 unique values
0 missing
X3numeric11 unique values
0 missing
GATS4pnumeric13 unique values
0 missing
MPC08numeric10 unique values
0 missing
X3solnumeric11 unique values
0 missing
GATS4snumeric12 unique values
0 missing
MPC09numeric10 unique values
0 missing
XMODnumeric13 unique values
0 missing
GATS4vnumeric13 unique values
0 missing
MPC10numeric9 unique values
0 missing
Xtnumeric11 unique values
0 missing
GATS5enumeric13 unique values
0 missing
MWC03numeric11 unique values
0 missing
Xunumeric11 unique values
0 missing
GATS5inumeric13 unique values
0 missing
MWC04numeric11 unique values
0 missing
ZM1numeric10 unique values
0 missing
GATS5mnumeric12 unique values
0 missing
MWC05numeric11 unique values
0 missing
AACnumeric12 unique values
0 missing
GATS5pnumeric13 unique values
0 missing
piPC04numeric10 unique values
0 missing
AECCnumeric11 unique values
0 missing
GATS5snumeric12 unique values
0 missing
piPC05numeric9 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
GATS5vnumeric13 unique values
0 missing
piPC06numeric9 unique values
0 missing
ALOGP2numeric13 unique values
0 missing
GATS6enumeric13 unique values
0 missing
piPC08numeric9 unique values
0 missing
AMWnumeric11 unique values
0 missing
GATS6inumeric13 unique values
0 missing
piPC09numeric10 unique values
0 missing
ATS1enumeric12 unique values
0 missing
GATS6mnumeric13 unique values
0 missing
SM02_AEA.bo.numeric11 unique values
0 missing
ATS1inumeric11 unique values
0 missing
GATS6pnumeric13 unique values
0 missing
SM03_AEA.bo.numeric11 unique values
0 missing
ATS2enumeric13 unique values
0 missing
GATS6snumeric13 unique values
0 missing
SM04_AEA.bo.numeric11 unique values
0 missing
ATS2inumeric13 unique values
0 missing
GATS6vnumeric13 unique values
0 missing
SM05_AEA.bo.numeric11 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
GATS7enumeric13 unique values
0 missing
SM06_AEA.bo.numeric11 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
GATS7inumeric13 unique values
0 missing
SM07_AEA.bo.numeric11 unique values
0 missing
ATS2snumeric12 unique values
0 missing
GATS7mnumeric13 unique values
0 missing
SM08_AEA.bo.numeric11 unique values
0 missing
ATS2vnumeric13 unique values
0 missing
GATS7pnumeric13 unique values
0 missing
SM12_AEA.bo.numeric11 unique values
0 missing
ATS3enumeric13 unique values
0 missing
GATS7snumeric13 unique values
0 missing
SM13_AEA.dm.numeric11 unique values
0 missing
ATS3inumeric13 unique values
0 missing
GATS7vnumeric13 unique values
0 missing
SM13_AEA.ri.numeric11 unique values
0 missing
ATS3pnumeric13 unique values
0 missing
GATS8inumeric12 unique values
0 missing
SM14_AEA.bo.numeric11 unique values
0 missing
ATS3snumeric12 unique values
0 missing
GATS8mnumeric12 unique values
0 missing
SM14_AEA.dm.numeric11 unique values
0 missing
ATS3vnumeric13 unique values
0 missing
GATS8pnumeric12 unique values
0 missing
SM14_AEA.ri.numeric11 unique values
0 missing
ATS4enumeric13 unique values
0 missing
GATS8snumeric13 unique values
0 missing
SM15_AEA.dm.numeric11 unique values
0 missing
ATS4inumeric13 unique values
0 missing
GATS8vnumeric13 unique values
0 missing
SpAD_AEA.bo.numeric11 unique values
0 missing
ATS4pnumeric13 unique values
0 missing
GGI1numeric5 unique values
0 missing
SpAD_AEA.dm.numeric13 unique values
0 missing
ATS4snumeric13 unique values
0 missing
GGI10numeric5 unique values
0 missing
SpAD_AEA.ri.numeric12 unique values
0 missing
ATS4vnumeric13 unique values
0 missing
GGI2numeric5 unique values
0 missing
SpAD_EAnumeric11 unique values
0 missing
ATS5enumeric13 unique values
0 missing
GGI3numeric5 unique values
0 missing
SpAD_EA.bo.numeric11 unique values
0 missing
ATS5inumeric13 unique values
0 missing
GGI4numeric5 unique values
0 missing
SpMax2_Bh.m.numeric13 unique values
0 missing
ATS5snumeric13 unique values
0 missing
GGI5numeric5 unique values
0 missing
SRW04numeric11 unique values
0 missing
ATS6enumeric13 unique values
0 missing
TPCnumeric10 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Vindexnumeric11 unique values
0 missing
ATS6snumeric13 unique values
0 missing
Wapnumeric11 unique values
0 missing
ATS7enumeric13 unique values
0 missing
X4numeric11 unique values
0 missing
ATS7inumeric13 unique values
0 missing
X4solnumeric11 unique values
0 missing
ATS7snumeric13 unique values
0 missing
X5numeric11 unique values
0 missing
ATS8enumeric13 unique values
0 missing
X5solnumeric11 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Xindexnumeric11 unique values
0 missing
ATS8snumeric12 unique values
0 missing
Yindexnumeric11 unique values
0 missing
ATSC1enumeric9 unique values
0 missing
ZM2numeric11 unique values
0 missing
ATSC1mnumeric12 unique values
0 missing
ZM2Madnumeric12 unique values
0 missing
ATSC1pnumeric12 unique values
0 missing
ZM2MulPernumeric13 unique values
0 missing
ATSC1snumeric13 unique values
0 missing
ZM2Pernumeric13 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
ZM2Vnumeric11 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
AMRnumeric13 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
ATS1mnumeric12 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
ATS1pnumeric11 unique values
0 missing
ATSC2snumeric13 unique values
0 missing
ATS1snumeric13 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
ATS1vnumeric12 unique values
0 missing
ATSC3enumeric13 unique values
0 missing
ATS3mnumeric13 unique values
0 missing
ATSC3mnumeric13 unique values
0 missing
ATS4mnumeric13 unique values
0 missing
ATSC3pnumeric13 unique values
0 missing
ATS5mnumeric13 unique values
0 missing
ATSC3snumeric13 unique values
0 missing
ATS5pnumeric13 unique values
0 missing
ATSC3vnumeric13 unique values
0 missing
ATS5vnumeric13 unique values
0 missing
ATSC4enumeric13 unique values
0 missing
ATS6mnumeric13 unique values
0 missing
ATSC4mnumeric13 unique values
0 missing
ATS6pnumeric13 unique values
0 missing
ATSC4snumeric13 unique values
0 missing
ATS6vnumeric13 unique values
0 missing
ATSC5enumeric13 unique values
0 missing
ATS7mnumeric13 unique values
0 missing
ATSC5mnumeric13 unique values
0 missing
ATS7pnumeric13 unique values
0 missing
ATSC5snumeric13 unique values
0 missing
ATS7vnumeric13 unique values
0 missing
ATSC6enumeric12 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
ATSC6mnumeric13 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
ATSC6snumeric13 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
ATSC7enumeric13 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
ATSC7mnumeric13 unique values
0 missing
ATSC2inumeric12 unique values
0 missing
ATSC7snumeric13 unique values
0 missing
ATSC3inumeric13 unique values
0 missing
ATSC8enumeric13 unique values
0 missing
ATSC4inumeric13 unique values
0 missing
ATSC8mnumeric13 unique values
0 missing
ATSC4pnumeric13 unique values
0 missing
ATSC8snumeric13 unique values
0 missing
ATSC4vnumeric13 unique values
0 missing
BBInumeric9 unique values
0 missing
ATSC5inumeric13 unique values
0 missing
BIC1numeric13 unique values
0 missing
ATSC5pnumeric13 unique values
0 missing
BIC2numeric13 unique values
0 missing
ATSC5vnumeric13 unique values
0 missing
BIC3numeric13 unique values
0 missing
ATSC6inumeric13 unique values
0 missing
BIC4numeric13 unique values
0 missing
ATSC6pnumeric13 unique values
0 missing
BLInumeric13 unique values
0 missing
ATSC6vnumeric13 unique values
0 missing
C.001numeric4 unique values
0 missing
ATSC7inumeric13 unique values
0 missing
C.002numeric5 unique values
0 missing
ATSC7pnumeric13 unique values
0 missing
C.005numeric3 unique values
0 missing
ATSC7vnumeric13 unique values
0 missing
C.006numeric6 unique values
0 missing
ATSC8inumeric13 unique values
0 missing
C.015numeric3 unique values
0 missing
ATSC8pnumeric13 unique values
0 missing
C.016numeric3 unique values
0 missing
ATSC8vnumeric13 unique values
0 missing
C.022numeric3 unique values
0 missing
BIC5numeric13 unique values
0 missing
C.038numeric2 unique values
0 missing
BIDnumeric11 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
CENTnumeric11 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
CATS2D_01_LLnumeric4 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
CATS2D_02_LLnumeric5 unique values
0 missing
Chi0_EA.bo.numeric11 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Chi0_EA.dm.numeric12 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
Chi0_EA.ri.numeric13 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
Chi1_EA.ri.numeric13 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CIC0numeric12 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
CIC5numeric13 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CIDnumeric11 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
CSInumeric10 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
Dznumeric11 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
ECCnumeric11 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
Eig04_AEA.dm.numeric13 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
CATS2D_06_ALnumeric2 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
Eig05_AEA.ri.numeric13 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
Eig05_EAnumeric10 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
Eig05_EA.ri.numeric13 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
Eig07_AEA.bo.numeric11 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
Eig07_AEA.ri.numeric12 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
Eig07_EA.bo.numeric11 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
Eig07_EA.ed.numeric10 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
Eig07_EA.ri.numeric13 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
Eig08_AEA.ed.numeric10 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
Eig08_AEA.ri.numeric12 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
Eig08_EA.bo.numeric11 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
Eig08_EA.ri.numeric13 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
Eig09_AEA.ri.numeric13 unique values
0 missing
CATS2D_09_LLnumeric3 unique values
0 missing
Eig11_AEA.ed.numeric6 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
Eig13_AEA.dm.numeric6 unique values
0 missing
Chi1_EA.bo.numeric11 unique values
0 missing
Eig13_AEA.ri.numeric6 unique values
0 missing
Chi1_EA.dm.numeric12 unique values
0 missing
Eig13_EAnumeric6 unique values
0 missing
CIC1numeric13 unique values
0 missing
Eig13_EA.bo.numeric6 unique values
0 missing
CIC2numeric13 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
CIC3numeric13 unique values
0 missing
Eig13_EA.ed.numeric6 unique values
0 missing
CIC4numeric13 unique values
0 missing
Eig13_EA.ri.numeric6 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
DBInumeric8 unique values
0 missing
Eta_Fnumeric13 unique values
0 missing
D.Dtr06numeric3 unique values
0 missing
GMTInumeric11 unique values
0 missing
DECCnumeric11 unique values
0 missing
GMTIVnumeric13 unique values
0 missing
DELSnumeric13 unique values
0 missing
HDcpxnumeric11 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Hynumeric12 unique values
0 missing
DLS_02numeric2 unique values
0 missing
IDDMnumeric11 unique values
0 missing
DLS_03numeric3 unique values
0 missing
IDETnumeric11 unique values
0 missing
DLS_04numeric3 unique values
0 missing
IDMnumeric11 unique values
0 missing
DLS_06numeric2 unique values
0 missing
IDMTnumeric11 unique values
0 missing
DLS_07numeric2 unique values
0 missing
IVDMnumeric11 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
LPRSnumeric11 unique values
0 missing
Eig01_AEA.bo.numeric4 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
13
Number of instances (rows) of the dataset.
NumberOfFeatures
645
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
644
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
3.61
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.6
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1693.14
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.69
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1
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
0.31
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
0.45
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanMeansOfNumericAtts
24.22
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.31
First quartile of skewness among attributes of the numeric type.
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.
AutoCorrelation
-0.32
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
-0.23
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
49.62
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.2
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.35
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
12.66
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
0.24
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.43
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
13
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.51
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
2809.08
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
0.5
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
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.39
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.61
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2105
0 runs - estimation_procedure: 50 times Clustering
Define a new task