Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098

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: CHEMBL4098 (TID: 100671), and it has 25 rows and 644 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.

646 features

pXC50 (target)numeric22 unique values
0 missing
molecule_id (row identifier)nominal25 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
MATS1inumeric21 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
Eig14_EA.ri.numeric21 unique values
0 missing
SaaaCnumeric8 unique values
0 missing
ATSC1vnumeric23 unique values
0 missing
Eig15_AEA.bo.numeric17 unique values
0 missing
SdOnumeric22 unique values
0 missing
ATSC2enumeric24 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
SIC4numeric20 unique values
0 missing
ATSC2inumeric24 unique values
0 missing
Eig15_AEA.ed.numeric22 unique values
0 missing
SIC5numeric19 unique values
0 missing
ATSC2mnumeric24 unique values
0 missing
Eig15_AEA.ri.numeric19 unique values
0 missing
SpMax7_Bh.s.numeric19 unique values
0 missing
ATSC2pnumeric24 unique values
0 missing
Eig15_EAnumeric18 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
ATSC2snumeric25 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
SddssSnumeric11 unique values
0 missing
ATSC2vnumeric24 unique values
0 missing
Eig15_EA.ed.numeric20 unique values
0 missing
SM05_EA.bo.numeric23 unique values
0 missing
ATSC3enumeric24 unique values
0 missing
Eig15_EA.ri.numeric20 unique values
0 missing
SM06_EA.bo.numeric23 unique values
0 missing
ATSC3inumeric24 unique values
0 missing
Eta_alphanumeric24 unique values
0 missing
SM07_EA.bo.numeric24 unique values
0 missing
ATSC3mnumeric24 unique values
0 missing
Eta_alpha_Anumeric19 unique values
0 missing
SM08_EA.bo.numeric23 unique values
0 missing
ATSC3pnumeric24 unique values
0 missing
Eta_Bnumeric23 unique values
0 missing
SM09_EA.bo.numeric24 unique values
0 missing
ATSC3snumeric25 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
SM10_EA.bo.numeric24 unique values
0 missing
ATSC3vnumeric24 unique values
0 missing
Eta_betanumeric22 unique values
0 missing
SM11_EA.bo.numeric24 unique values
0 missing
ATSC4enumeric24 unique values
0 missing
Eta_beta_Anumeric23 unique values
0 missing
SM12_EA.bo.numeric24 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
Eta_betaPnumeric11 unique values
0 missing
SpMax2_Bh.v.numeric19 unique values
0 missing
ATSC4mnumeric25 unique values
0 missing
Eta_betaP_Anumeric21 unique values
0 missing
SpMax1_Bh.p.numeric20 unique values
0 missing
ATSC4pnumeric25 unique values
0 missing
Eta_betaSnumeric22 unique values
0 missing
GATS4vnumeric24 unique values
0 missing
ATSC4snumeric25 unique values
0 missing
Eta_Cnumeric25 unique values
0 missing
GATS5snumeric25 unique values
0 missing
ATSC4vnumeric25 unique values
0 missing
Eta_C_Anumeric24 unique values
0 missing
MATS2snumeric23 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
Eta_epsinumeric24 unique values
0 missing
SpDiam_AEA.bo.numeric17 unique values
0 missing
ATSC5inumeric25 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
SpMin2_Bh.e.numeric21 unique values
0 missing
ATSC5mnumeric25 unique values
0 missing
Eta_Fnumeric25 unique values
0 missing
SpMin2_Bh.i.numeric18 unique values
0 missing
ATSC5pnumeric25 unique values
0 missing
Eta_FLnumeric24 unique values
0 missing
SpMin6_Bh.m.numeric19 unique values
0 missing
ATSC5vnumeric25 unique values
0 missing
Eta_FL_Anumeric22 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
ATSC6enumeric25 unique values
0 missing
Eta_Lnumeric24 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
ATSC6inumeric23 unique values
0 missing
Eta_L_Anumeric18 unique values
0 missing
Eta_betaS_Anumeric22 unique values
0 missing
ATSC6mnumeric25 unique values
0 missing
Eta_sh_pnumeric23 unique values
0 missing
Eta_sh_ynumeric24 unique values
0 missing
ATSC6pnumeric25 unique values
0 missing
Eta_sh_xnumeric20 unique values
0 missing
GATS6vnumeric25 unique values
0 missing
ATSC6vnumeric25 unique values
0 missing
F.082numeric2 unique values
0 missing
MATS1pnumeric23 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
F.083numeric2 unique values
0 missing
MATS1vnumeric22 unique values
0 missing
ATSC7inumeric25 unique values
0 missing
F.084numeric3 unique values
0 missing
MATS5snumeric25 unique values
0 missing
ATSC7mnumeric25 unique values
0 missing
GATS1enumeric24 unique values
0 missing
MATS6vnumeric24 unique values
0 missing
ATSC7pnumeric25 unique values
0 missing
GATS1mnumeric24 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATSC7vnumeric25 unique values
0 missing
GATS1vnumeric24 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC8enumeric25 unique values
0 missing
GATS2enumeric23 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATSC8inumeric25 unique values
0 missing
GATS2inumeric24 unique values
0 missing
O.060numeric3 unique values
0 missing
ATSC8mnumeric25 unique values
0 missing
GATS2mnumeric24 unique values
0 missing
P_VSA_s_5numeric5 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
GATS2pnumeric22 unique values
0 missing
SpMax1_Bh.e.numeric22 unique values
0 missing
ATSC8vnumeric25 unique values
0 missing
GATS2snumeric23 unique values
0 missing
SpMax1_Bh.i.numeric20 unique values
0 missing
BACnumeric15 unique values
0 missing
GATS2vnumeric24 unique values
0 missing
SpMax2_Bh.e.numeric18 unique values
0 missing
BBInumeric17 unique values
0 missing
GATS3enumeric22 unique values
0 missing
SpMax2_Bh.p.numeric19 unique values
0 missing
BIC0numeric23 unique values
0 missing
GATS3inumeric22 unique values
0 missing
X2Avnumeric21 unique values
0 missing
BIC3numeric22 unique values
0 missing
GATS3mnumeric23 unique values
0 missing
BLInumeric24 unique values
0 missing
BIDnumeric16 unique values
0 missing
GATS3pnumeric23 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
BLTA96numeric23 unique values
0 missing
GATS3snumeric25 unique values
0 missing
SM11_AEA.ri.numeric16 unique values
0 missing
BLTD48numeric23 unique values
0 missing
GATS3vnumeric23 unique values
0 missing
SpDiam_EA.bo.numeric16 unique values
0 missing
BLTF96numeric23 unique values
0 missing
GATS4enumeric24 unique values
0 missing
SpMax_EA.bo.numeric16 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS4inumeric23 unique values
0 missing
X1Avnumeric23 unique values
0 missing
C.numeric17 unique values
0 missing
GATS4mnumeric25 unique values
0 missing
SpMax2_Bh.i.numeric21 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS4pnumeric25 unique values
0 missing
SpMax3_Bh.i.numeric21 unique values
0 missing
C.002numeric7 unique values
0 missing
GATS4snumeric25 unique values
0 missing
SssNHnumeric18 unique values
0 missing
C.003numeric3 unique values
0 missing
GATS5inumeric24 unique values
0 missing
BIC1numeric21 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS5mnumeric24 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS5pnumeric24 unique values
0 missing
GGI7numeric23 unique values
0 missing
C.012numeric2 unique values
0 missing
GATS5vnumeric25 unique values
0 missing
IC1numeric22 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS6enumeric24 unique values
0 missing
SM14_AEA.ri.numeric22 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS6inumeric24 unique values
0 missing
SpMax3_Bh.e.numeric20 unique values
0 missing
C.018numeric2 unique values
0 missing
GATS6mnumeric23 unique values
0 missing
SM13_EA.bo.numeric24 unique values
0 missing
C.022numeric2 unique values
0 missing
GATS6snumeric25 unique values
0 missing
O.numeric15 unique values
0 missing
C.024numeric6 unique values
0 missing
GATS7enumeric25 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS7inumeric25 unique values
0 missing
ATSC5snumeric25 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS7mnumeric25 unique values
0 missing
SaasNnumeric9 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS7pnumeric25 unique values
0 missing
SRW09numeric8 unique values
0 missing
C.028numeric4 unique values
0 missing
GATS7snumeric25 unique values
0 missing
ATSC8snumeric25 unique values
0 missing
C.031numeric2 unique values
0 missing
GATS8enumeric25 unique values
0 missing
GATS1snumeric23 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS8inumeric24 unique values
0 missing
P_VSA_s_6numeric19 unique values
0 missing
C.040numeric4 unique values
0 missing
GATS8mnumeric25 unique values
0 missing
SM02_EA.dm.numeric15 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS8pnumeric24 unique values
0 missing
SpMax8_Bh.s.numeric21 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS8snumeric25 unique values
0 missing
SsssNnumeric15 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS8vnumeric24 unique values
0 missing
AMWnumeric24 unique values
0 missing
C.044numeric2 unique values
0 missing
GGI1numeric14 unique values
0 missing
ATS6snumeric25 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GGI10numeric22 unique values
0 missing
ATSC1enumeric21 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
GGI2numeric15 unique values
0 missing
ATSC1snumeric24 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GGI4numeric24 unique values
0 missing
C.006numeric7 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GGI5numeric22 unique values
0 missing
GATS1inumeric24 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GGI6numeric24 unique values
0 missing
MATS5enumeric24 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GGI8numeric23 unique values
0 missing
MAXDNnumeric25 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
GGI9numeric23 unique values
0 missing
P_VSA_LogP_3numeric13 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GMTInumeric24 unique values
0 missing
SpMax3_Bh.v.numeric18 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GMTIVnumeric24 unique values
0 missing
SpMax6_Bh.s.numeric18 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GNarnumeric21 unique values
0 missing
N.numeric17 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
H.numeric21 unique values
0 missing
GATS6pnumeric24 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
H.046numeric8 unique values
0 missing
H.049numeric3 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
H.047numeric12 unique values
0 missing
N.075numeric4 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
H.048numeric2 unique values
0 missing
NaaNnumeric4 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
H.051numeric4 unique values
0 missing
SaaNnumeric12 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
H.052numeric6 unique values
0 missing
nDBnumeric5 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
H.053numeric3 unique values
0 missing
NdOnumeric5 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
HDcpxnumeric21 unique values
0 missing
O.058numeric5 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
HNarnumeric21 unique values
0 missing
P_VSA_e_5numeric10 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
HVcpxnumeric24 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SM14_EA.bo.numeric23 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SM15_EA.bo.numeric24 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
IACnumeric24 unique values
0 missing
SpMax_AEA.bo.numeric16 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
IC0numeric24 unique values
0 missing
ATS5snumeric25 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
IC2numeric23 unique values
0 missing
ATS7mnumeric25 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
IC3numeric23 unique values
0 missing
ATS7snumeric25 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
IC4numeric21 unique values
0 missing
ATSC7snumeric25 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
IC5numeric21 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CENTnumeric24 unique values
0 missing
ICRnumeric24 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
Chi0_AEA.bo.numeric23 unique values
0 missing
IDDEnumeric24 unique values
0 missing
DBInumeric17 unique values
0 missing
Chi0_AEA.dm.numeric23 unique values
0 missing
IDDMnumeric23 unique values
0 missing
Eig01_AEA.dm.numeric15 unique values
0 missing
Chi0_AEA.ed.numeric23 unique values
0 missing
IDEnumeric22 unique values
0 missing
MATS6inumeric23 unique values
0 missing
Chi0_AEA.ri.numeric23 unique values
0 missing
IDETnumeric24 unique values
0 missing
N.071numeric2 unique values
0 missing
Chi0_EAnumeric23 unique values
0 missing
IDMnumeric23 unique values
0 missing
nArNR2numeric2 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
IDMTnumeric24 unique values
0 missing
nS..O.2numeric2 unique values
0 missing
Chi0_EA.dm.numeric23 unique values
0 missing
Infective.80numeric2 unique values
0 missing
P_VSA_LogP_5numeric22 unique values
0 missing
Chi0_EA.ed.numeric24 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
P_VSA_MR_2numeric17 unique values
0 missing
Chi0_EA.ri.numeric24 unique values
0 missing
ISIZnumeric15 unique values
0 missing
P_VSA_s_1numeric3 unique values
0 missing
Chi1_AEA.bo.numeric24 unique values
0 missing
IVDEnumeric22 unique values
0 missing
SM03_EA.bo.numeric21 unique values
0 missing
Chi1_AEA.dm.numeric24 unique values
0 missing
IVDMnumeric22 unique values
0 missing
SpDiam_AEA.dm.numeric15 unique values
0 missing
Chi1_AEA.ed.numeric24 unique values
0 missing
JGI1numeric22 unique values
0 missing
SpMAD_EA.bo.numeric23 unique values
0 missing
Chi1_AEA.ri.numeric24 unique values
0 missing
JGI10numeric7 unique values
0 missing
SpMax_AEA.dm.numeric15 unique values
0 missing
Chi1_EAnumeric24 unique values
0 missing
JGI2numeric20 unique values
0 missing
TIEnumeric25 unique values
0 missing
Chi1_EA.bo.numeric24 unique values
0 missing
JGI3numeric16 unique values
0 missing
SM07_AEA.bo.numeric23 unique values
0 missing
Chi1_EA.dm.numeric24 unique values
0 missing
JGI4numeric16 unique values
0 missing
SM08_AEA.bo.numeric22 unique values
0 missing
Chi1_EA.ed.numeric24 unique values
0 missing
JGI5numeric14 unique values
0 missing
StNnumeric23 unique values
0 missing
Chi1_EA.ri.numeric25 unique values
0 missing
JGI6numeric15 unique values
0 missing
SRW07numeric7 unique values
0 missing
CIC0numeric23 unique values
0 missing
JGI8numeric12 unique values
0 missing
Eig07_AEA.bo.numeric22 unique values
0 missing
CIC1numeric23 unique values
0 missing
JGI9numeric7 unique values
0 missing
MATS6pnumeric23 unique values
0 missing
CIC2numeric23 unique values
0 missing
JGTnumeric24 unique values
0 missing
ATS8snumeric24 unique values
0 missing
CIC3numeric23 unique values
0 missing
LLS_01numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
CIC4numeric22 unique values
0 missing
LLS_02numeric3 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
CIDnumeric22 unique values
0 missing
LOCnumeric22 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Cl.089numeric2 unique values
0 missing
LPRSnumeric24 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
MATS1enumeric24 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CSInumeric24 unique values
0 missing
MATS1snumeric22 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
D.Dtr03numeric8 unique values
0 missing
MATS2enumeric23 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
D.Dtr05numeric12 unique values
0 missing
MATS2inumeric24 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
D.Dtr06numeric24 unique values
0 missing
MATS2mnumeric24 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
DELSnumeric25 unique values
0 missing
CIC5numeric21 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
D.Dtr09numeric9 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Eig06_EA.bo.numeric23 unique values
0 missing
DLS_01numeric2 unique values
0 missing
GGI3numeric23 unique values
0 missing
DLS_02numeric3 unique values
0 missing
H.050numeric2 unique values
0 missing
DLS_03numeric3 unique values
0 missing
Hynumeric22 unique values
0 missing
DLS_04numeric5 unique values
0 missing
MPC07numeric23 unique values
0 missing
DLS_05numeric3 unique values
0 missing
MPC08numeric23 unique values
0 missing
DLS_06numeric3 unique values
0 missing
MPC09numeric23 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MPC10numeric24 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
N.073numeric2 unique values
0 missing
Dznumeric21 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ECCnumeric24 unique values
0 missing
nHDonnumeric2 unique values
0 missing
Eig01_AEA.ed.numeric12 unique values
0 missing
NNRSnumeric4 unique values
0 missing
Eig01_AEA.ri.numeric13 unique values
0 missing
nR09numeric2 unique values
0 missing
Eig01_EAnumeric16 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
NssNHnumeric2 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
piIDnumeric23 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
Rbridnumeric2 unique values
0 missing
Eig02_AEA.bo.numeric18 unique values
0 missing
RCInumeric5 unique values
0 missing
Eig02_AEA.dm.numeric13 unique values
0 missing
RFDnumeric5 unique values
0 missing
Eig02_AEA.ed.numeric16 unique values
0 missing
SAdonnumeric2 unique values
0 missing
Eig02_AEA.ri.numeric20 unique values
0 missing
SdssCnumeric21 unique values
0 missing
Eig02_EAnumeric20 unique values
0 missing
X5Anumeric12 unique values
0 missing
Eig02_EA.bo.numeric17 unique values
0 missing
GATS1pnumeric23 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
ATS6mnumeric25 unique values
0 missing
Eig02_EA.ed.numeric20 unique values
0 missing
ATSC6snumeric25 unique values
0 missing
Eig02_EA.ri.numeric18 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig03_AEA.bo.numeric18 unique values
0 missing
Eta_F_Anumeric25 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
nNnumeric4 unique values
0 missing
Eig03_AEA.ed.numeric20 unique values
0 missing
PW4numeric16 unique values
0 missing
Eig03_AEA.ri.numeric21 unique values
0 missing
RBFnumeric19 unique values
0 missing
Eig03_EAnumeric23 unique values
0 missing
SaasCnumeric25 unique values
0 missing
Eig03_EA.bo.numeric19 unique values
0 missing
SpMax1_Bh.m.numeric19 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
SpMin1_Bh.m.numeric17 unique values
0 missing
Eig03_EA.ri.numeric23 unique values
0 missing
SpMin1_Bh.p.numeric18 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
SsssCHnumeric17 unique values
0 missing
Eig04_AEA.dm.numeric21 unique values
0 missing
PCRnumeric21 unique values
0 missing
Eig04_AEA.ed.numeric22 unique values
0 missing
piPC03numeric22 unique values
0 missing
Eig04_AEA.ri.numeric22 unique values
0 missing
piPC09numeric22 unique values
0 missing
Eig04_EAnumeric24 unique values
0 missing
piPC10numeric23 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
SM06_EA.dm.numeric13 unique values
0 missing
Eig04_EA.ed.numeric24 unique values
0 missing
BIC2numeric22 unique values
0 missing
Eig04_EA.ri.numeric24 unique values
0 missing
BIC4numeric17 unique values
0 missing
Eig05_AEA.bo.numeric23 unique values
0 missing
DECCnumeric24 unique values
0 missing
Eig05_AEA.dm.numeric22 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
GATS5enumeric24 unique values
0 missing
Eig05_AEA.ri.numeric24 unique values
0 missing
JGI7numeric13 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
MCDnumeric22 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
NddssSnumeric2 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
P_VSA_m_3numeric15 unique values
0 missing
Eig05_EA.ed.numeric24 unique values
0 missing
P_VSA_v_2numeric20 unique values
0 missing
Eig05_EA.ri.numeric24 unique values
0 missing
PW5numeric16 unique values
0 missing
Eig06_AEA.bo.numeric22 unique values
0 missing
S.110numeric2 unique values
0 missing
Eig06_AEA.dm.numeric22 unique values
0 missing
SAaccnumeric20 unique values
0 missing
Eig06_AEA.ed.numeric24 unique values
0 missing
SpAD_EA.dm.numeric15 unique values
0 missing
Eig06_AEA.ri.numeric25 unique values
0 missing
BIC5numeric17 unique values
0 missing
Eig06_EAnumeric23 unique values
0 missing
MATS5mnumeric24 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
piPC05numeric22 unique values
0 missing
Eig06_EA.ed.numeric24 unique values
0 missing
piPC06numeric23 unique values
0 missing
Eig06_EA.ri.numeric25 unique values
0 missing
piPC07numeric23 unique values
0 missing
Eig07_AEA.dm.numeric22 unique values
0 missing
piPC08numeric23 unique values
0 missing
Eig07_AEA.ed.numeric23 unique values
0 missing
MATS2vnumeric22 unique values
0 missing
Eig07_AEA.ri.numeric24 unique values
0 missing
GATS7vnumeric25 unique values
0 missing
Eig07_EAnumeric24 unique values
0 missing
nABnumeric7 unique values
0 missing
Eig07_EA.bo.numeric24 unique values
0 missing
PCDnumeric24 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
piPC04numeric23 unique values
0 missing
Eig07_EA.ed.numeric22 unique values
0 missing
SM04_EA.dm.numeric14 unique values
0 missing
Eig07_EA.ri.numeric24 unique values
0 missing
SM08_EA.dm.numeric11 unique values
0 missing
Eig08_AEA.bo.numeric22 unique values
0 missing
SM10_EA.dm.numeric10 unique values
0 missing
Eig08_AEA.dm.numeric22 unique values
0 missing
SM12_EA.dm.numeric10 unique values
0 missing
Eig08_AEA.ed.numeric23 unique values
0 missing
SM14_EA.dm.numeric10 unique values
0 missing
Eig08_AEA.ri.numeric21 unique values
0 missing
SpDiam_EA.dm.numeric8 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
AACnumeric24 unique values
0 missing
Eig08_EA.bo.numeric20 unique values
0 missing
AECCnumeric24 unique values
0 missing
Eig08_EA.ed.numeric23 unique values
0 missing
ALOGPnumeric24 unique values
0 missing
Eig08_EA.ri.numeric22 unique values
0 missing
ALOGP2numeric24 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
AMRnumeric24 unique values
0 missing
Eig09_AEA.dm.numeric22 unique values
0 missing
ARRnumeric21 unique values
0 missing
Eig09_AEA.ed.numeric24 unique values
0 missing
ATS1enumeric24 unique values
0 missing
Eig09_AEA.ri.numeric22 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
ATS1snumeric24 unique values
0 missing
Eig09_EA.ri.numeric22 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
Eig10_AEA.bo.numeric20 unique values
0 missing
ATS2enumeric22 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
ATS2inumeric24 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
ATS2mnumeric23 unique values
0 missing
Eig10_AEA.ri.numeric21 unique values
0 missing
ATS2pnumeric23 unique values
0 missing
Eig10_EAnumeric20 unique values
0 missing
ATS2snumeric24 unique values
0 missing
Eig10_EA.bo.numeric19 unique values
0 missing
ATS2vnumeric24 unique values
0 missing
Eig10_EA.ed.numeric22 unique values
0 missing
ATS3enumeric24 unique values
0 missing
Eig10_EA.ri.numeric21 unique values
0 missing
ATS3inumeric23 unique values
0 missing
Eig11_AEA.bo.numeric21 unique values
0 missing
ATS3mnumeric24 unique values
0 missing
Eig11_AEA.dm.numeric20 unique values
0 missing
ATS3pnumeric22 unique values
0 missing
Eig11_AEA.ed.numeric22 unique values
0 missing
ATS3snumeric24 unique values
0 missing
Eig11_AEA.ri.numeric16 unique values
0 missing
ATS3vnumeric24 unique values
0 missing
Eig11_EAnumeric14 unique values
0 missing
ATS4enumeric24 unique values
0 missing
Eig11_EA.bo.numeric17 unique values
0 missing
ATS4inumeric24 unique values
0 missing
Eig11_EA.ed.numeric19 unique values
0 missing
ATS4mnumeric24 unique values
0 missing
Eig11_EA.ri.numeric17 unique values
0 missing
ATS4pnumeric25 unique values
0 missing
Eig12_AEA.bo.numeric14 unique values
0 missing
ATS4snumeric25 unique values
0 missing
Eig12_AEA.dm.numeric19 unique values
0 missing
ATS4vnumeric25 unique values
0 missing
Eig12_AEA.ed.numeric18 unique values
0 missing
ATS5enumeric25 unique values
0 missing
Eig12_AEA.ri.numeric19 unique values
0 missing
ATS5inumeric24 unique values
0 missing
Eig12_EAnumeric15 unique values
0 missing
ATS5mnumeric24 unique values
0 missing
Eig12_EA.bo.numeric19 unique values
0 missing
ATS5pnumeric25 unique values
0 missing
Eig12_EA.ed.numeric19 unique values
0 missing
ATS5vnumeric24 unique values
0 missing
Eig12_EA.ri.numeric18 unique values
0 missing
ATS6enumeric24 unique values
0 missing
Eig13_AEA.bo.numeric21 unique values
0 missing
ATS6inumeric24 unique values
0 missing
Eig13_AEA.dm.numeric16 unique values
0 missing
ATS6pnumeric23 unique values
0 missing
Eig13_AEA.ed.numeric21 unique values
0 missing
ATS6vnumeric25 unique values
0 missing
Eig13_AEA.ri.numeric19 unique values
0 missing
ATS7enumeric23 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
ATS7inumeric23 unique values
0 missing
Eig13_EA.bo.numeric18 unique values
0 missing
ATS7pnumeric25 unique values
0 missing
Eig13_EA.ed.numeric21 unique values
0 missing
ATS7vnumeric25 unique values
0 missing
Eig13_EA.ri.numeric19 unique values
0 missing
ATS8enumeric25 unique values
0 missing
Eig14_AEA.bo.numeric19 unique values
0 missing
ATS8inumeric24 unique values
0 missing
Eig14_AEA.dm.numeric14 unique values
0 missing
ATS8mnumeric25 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
ATS8pnumeric25 unique values
0 missing
Eig14_AEA.ri.numeric20 unique values
0 missing
ATS8vnumeric25 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
ATSC1inumeric23 unique values
0 missing
Eig14_EA.bo.numeric20 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
25
Number of instances (rows) of the dataset.
NumberOfFeatures
646
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
645
Number of numeric attributes.
NumberOfSymbolicFeatures
1
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
25.84
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.53
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
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.36
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
59.09
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
-0.12
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.17
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.38
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
25
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.66
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
45462
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
0.47
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
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.44
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5
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
0.37
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
16339.07
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.06
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.2
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
0.85
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
155.2
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.56
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.54
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.18
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4098
0 runs - estimation_procedure: 50 times Clustering
Define a new task