Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867

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: CHEMBL4867 (TID: 10871), and it has 30 rows and 497 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.

499 features

pXC50 (target)numeric23 unique values
0 missing
molecule_id (row identifier)nominal30 unique values
0 missing
MWC03numeric26 unique values
0 missing
CIC2numeric29 unique values
0 missing
MWC04numeric25 unique values
0 missing
SpMax1_Bh.m.numeric17 unique values
0 missing
MWC05numeric26 unique values
0 missing
ATSC8snumeric30 unique values
0 missing
MWC06numeric26 unique values
0 missing
BIC2numeric27 unique values
0 missing
MWC07numeric26 unique values
0 missing
Eta_F_Anumeric30 unique values
0 missing
MWC08numeric26 unique values
0 missing
SIC2numeric28 unique values
0 missing
MWC09numeric26 unique values
0 missing
ATS7mnumeric29 unique values
0 missing
MWC10numeric26 unique values
0 missing
ATS8mnumeric30 unique values
0 missing
N.072numeric4 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
NaaCHnumeric9 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
NaasCnumeric11 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
nABnumeric10 unique values
0 missing
nCconjnumeric6 unique values
0 missing
nArCONHRnumeric3 unique values
0 missing
PCRnumeric24 unique values
0 missing
nATnumeric24 unique values
0 missing
piPC10numeric26 unique values
0 missing
nBMnumeric13 unique values
0 missing
P_VSA_i_2numeric25 unique values
0 missing
nBnznumeric6 unique values
0 missing
P_VSA_p_3numeric27 unique values
0 missing
nBOnumeric18 unique values
0 missing
P_VSA_s_3numeric22 unique values
0 missing
nBTnumeric23 unique values
0 missing
P_VSA_s_5numeric7 unique values
0 missing
nCnumeric19 unique values
0 missing
P_VSA_v_3numeric28 unique values
0 missing
nCarnumeric9 unique values
0 missing
SpMax8_Bh.m.numeric27 unique values
0 missing
nCb.numeric8 unique values
0 missing
ZM1Madnumeric30 unique values
0 missing
nCbHnumeric8 unique values
0 missing
GATS1vnumeric28 unique values
0 missing
nCICnumeric7 unique values
0 missing
AECCnumeric25 unique values
0 missing
nCIRnumeric8 unique values
0 missing
AMRnumeric29 unique values
0 missing
nCsp2numeric10 unique values
0 missing
ATS1enumeric30 unique values
0 missing
nDBnumeric10 unique values
0 missing
ATS1inumeric30 unique values
0 missing
NdOnumeric8 unique values
0 missing
ATS1mnumeric30 unique values
0 missing
NdssCnumeric5 unique values
0 missing
ATS1pnumeric30 unique values
0 missing
nHAccnumeric14 unique values
0 missing
ATS1snumeric30 unique values
0 missing
nOnumeric16 unique values
0 missing
ATS1vnumeric29 unique values
0 missing
nR06numeric7 unique values
0 missing
ATS2enumeric30 unique values
0 missing
NRSnumeric5 unique values
0 missing
ATS2inumeric30 unique values
0 missing
nSKnumeric19 unique values
0 missing
ATS2mnumeric30 unique values
0 missing
NssNHnumeric6 unique values
0 missing
ATS2pnumeric30 unique values
0 missing
O.058numeric8 unique values
0 missing
ATS2snumeric29 unique values
0 missing
ON0numeric25 unique values
0 missing
ATS2vnumeric29 unique values
0 missing
ON0Vnumeric28 unique values
0 missing
ATS3enumeric30 unique values
0 missing
ON1numeric26 unique values
0 missing
ATS3inumeric28 unique values
0 missing
ON1Vnumeric28 unique values
0 missing
ATS3pnumeric30 unique values
0 missing
PCDnumeric24 unique values
0 missing
ATS3snumeric30 unique values
0 missing
PHInumeric30 unique values
0 missing
ATS3vnumeric29 unique values
0 missing
piIDnumeric25 unique values
0 missing
ATS4enumeric29 unique values
0 missing
piPC01numeric19 unique values
0 missing
ATS4inumeric30 unique values
0 missing
piPC02numeric25 unique values
0 missing
ATS4mnumeric29 unique values
0 missing
piPC03numeric25 unique values
0 missing
ATS4pnumeric30 unique values
0 missing
piPC04numeric24 unique values
0 missing
ATS4vnumeric29 unique values
0 missing
piPC05numeric24 unique values
0 missing
ATS5enumeric30 unique values
0 missing
piPC06numeric26 unique values
0 missing
ATS5inumeric30 unique values
0 missing
piPC07numeric26 unique values
0 missing
ATS5mnumeric30 unique values
0 missing
Polnumeric22 unique values
0 missing
ATS5pnumeric30 unique values
0 missing
Psi_i_0numeric30 unique values
0 missing
ATS5snumeric30 unique values
0 missing
Psi_i_1numeric29 unique values
0 missing
ATS5vnumeric29 unique values
0 missing
Psi_i_snumeric30 unique values
0 missing
ATS6enumeric29 unique values
0 missing
P_VSA_e_2numeric27 unique values
0 missing
ATS6inumeric30 unique values
0 missing
P_VSA_e_5numeric20 unique values
0 missing
ATS6mnumeric28 unique values
0 missing
P_VSA_i_3numeric28 unique values
0 missing
ATS6pnumeric30 unique values
0 missing
P_VSA_LogP_3numeric15 unique values
0 missing
ATS6snumeric30 unique values
0 missing
P_VSA_LogP_4numeric18 unique values
0 missing
ATS6vnumeric29 unique values
0 missing
P_VSA_m_2numeric25 unique values
0 missing
ATS7enumeric29 unique values
0 missing
P_VSA_m_3numeric21 unique values
0 missing
ATS7inumeric29 unique values
0 missing
P_VSA_MR_2numeric18 unique values
0 missing
ATS7pnumeric30 unique values
0 missing
P_VSA_MR_5numeric20 unique values
0 missing
ATS7snumeric30 unique values
0 missing
P_VSA_MR_6numeric19 unique values
0 missing
ATS7vnumeric28 unique values
0 missing
P_VSA_p_2numeric20 unique values
0 missing
ATS8enumeric30 unique values
0 missing
P_VSA_s_4numeric21 unique values
0 missing
ATS8inumeric30 unique values
0 missing
P_VSA_s_6numeric22 unique values
0 missing
ATS8pnumeric30 unique values
0 missing
P_VSA_v_2numeric21 unique values
0 missing
ATS8snumeric29 unique values
0 missing
Qindexnumeric19 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
Ramnumeric17 unique values
0 missing
ATSC1inumeric29 unique values
0 missing
RDCHInumeric26 unique values
0 missing
ATSC2inumeric29 unique values
0 missing
RDSQnumeric26 unique values
0 missing
ATSC2vnumeric29 unique values
0 missing
Rperimnumeric10 unique values
0 missing
ATSC3inumeric30 unique values
0 missing
S0Knumeric28 unique values
0 missing
ATSC3pnumeric30 unique values
0 missing
S1Knumeric30 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
S2Knumeric30 unique values
0 missing
ATSC4inumeric30 unique values
0 missing
S3Knumeric30 unique values
0 missing
ATSC4vnumeric29 unique values
0 missing
SAaccnumeric21 unique values
0 missing
ATSC5inumeric30 unique values
0 missing
SAtotnumeric29 unique values
0 missing
ATSC5pnumeric30 unique values
0 missing
SCBOnumeric19 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
SdOnumeric30 unique values
0 missing
ATSC6inumeric30 unique values
0 missing
Senumeric30 unique values
0 missing
ATSC6pnumeric30 unique values
0 missing
Sinumeric30 unique values
0 missing
ATSC6snumeric30 unique values
0 missing
SM02_AEA.bo.numeric25 unique values
0 missing
ATSC6vnumeric29 unique values
0 missing
SM02_AEA.dm.numeric26 unique values
0 missing
ATSC7enumeric30 unique values
0 missing
SM02_AEA.ed.numeric26 unique values
0 missing
ATSC7inumeric29 unique values
0 missing
SM02_EAnumeric24 unique values
0 missing
ATSC7pnumeric30 unique values
0 missing
SM02_EA.bo.numeric25 unique values
0 missing
ATSC7snumeric30 unique values
0 missing
SM02_EA.dm.numeric18 unique values
0 missing
ATSC7vnumeric29 unique values
0 missing
SM02_EA.ed.numeric26 unique values
0 missing
ATSC8inumeric30 unique values
0 missing
SM02_EA.ri.numeric28 unique values
0 missing
ATSC8pnumeric30 unique values
0 missing
SM03_AEA.bo.numeric26 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
SM03_AEA.dm.numeric23 unique values
0 missing
BBInumeric24 unique values
0 missing
SM03_AEA.ed.numeric26 unique values
0 missing
BIDnumeric23 unique values
0 missing
SM03_EAnumeric17 unique values
0 missing
C.024numeric8 unique values
0 missing
SM03_EA.bo.numeric22 unique values
0 missing
C.026numeric8 unique values
0 missing
SM03_EA.ed.numeric25 unique values
0 missing
C.040numeric4 unique values
0 missing
SM03_EA.ri.numeric26 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
SM04_AEA.bo.numeric26 unique values
0 missing
CATS2D_02_DAnumeric11 unique values
0 missing
SM04_AEA.dm.numeric23 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
SM04_AEA.ed.numeric26 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
SM04_AEA.ri.numeric26 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
SM04_EAnumeric25 unique values
0 missing
CATS2D_04_ALnumeric15 unique values
0 missing
SM04_EA.bo.numeric26 unique values
0 missing
CATS2D_04_DLnumeric12 unique values
0 missing
SM04_EA.dm.numeric18 unique values
0 missing
CATS2D_05_ALnumeric14 unique values
0 missing
SM04_EA.ed.numeric26 unique values
0 missing
CATS2D_05_DDnumeric5 unique values
0 missing
SM04_EA.ri.numeric28 unique values
0 missing
CATS2D_07_AAnumeric11 unique values
0 missing
SM05_AEA.bo.numeric26 unique values
0 missing
CATS2D_07_DAnumeric10 unique values
0 missing
SM05_AEA.dm.numeric23 unique values
0 missing
CATS2D_07_LLnumeric16 unique values
0 missing
SM05_AEA.ed.numeric26 unique values
0 missing
CATS2D_08_DLnumeric10 unique values
0 missing
SM05_AEA.ri.numeric26 unique values
0 missing
CATS2D_09_ALnumeric15 unique values
0 missing
SM05_EAnumeric24 unique values
0 missing
CATS2D_09_DLnumeric13 unique values
0 missing
SM05_EA.bo.numeric24 unique values
0 missing
CENTnumeric26 unique values
0 missing
SM05_EA.ed.numeric26 unique values
0 missing
Chi0_AEA.bo.numeric26 unique values
0 missing
SM05_EA.ri.numeric29 unique values
0 missing
Chi0_AEA.dm.numeric26 unique values
0 missing
SM06_AEA.bo.numeric26 unique values
0 missing
Chi0_AEA.ed.numeric26 unique values
0 missing
SM06_AEA.dm.numeric23 unique values
0 missing
Chi0_AEA.ri.numeric26 unique values
0 missing
SM06_AEA.ed.numeric26 unique values
0 missing
Chi0_EAnumeric26 unique values
0 missing
SM06_AEA.ri.numeric24 unique values
0 missing
Chi0_EA.bo.numeric26 unique values
0 missing
SM06_EAnumeric26 unique values
0 missing
Chi0_EA.dm.numeric26 unique values
0 missing
SM06_EA.bo.numeric25 unique values
0 missing
Chi0_EA.ed.numeric26 unique values
0 missing
SM06_EA.ri.numeric29 unique values
0 missing
Chi0_EA.ri.numeric29 unique values
0 missing
SM07_AEA.bo.numeric26 unique values
0 missing
Chi1_AEA.bo.numeric26 unique values
0 missing
SM07_AEA.dm.numeric25 unique values
0 missing
Chi1_AEA.dm.numeric26 unique values
0 missing
SM07_AEA.ed.numeric26 unique values
0 missing
Chi1_AEA.ed.numeric26 unique values
0 missing
SM07_AEA.ri.numeric23 unique values
0 missing
Chi1_AEA.ri.numeric26 unique values
0 missing
SM07_EAnumeric25 unique values
0 missing
Chi1_EAnumeric26 unique values
0 missing
SM07_EA.bo.numeric25 unique values
0 missing
Chi1_EA.bo.numeric26 unique values
0 missing
SM07_EA.ri.numeric29 unique values
0 missing
Chi1_EA.dm.numeric25 unique values
0 missing
SM08_AEA.bo.numeric26 unique values
0 missing
Chi1_EA.ed.numeric26 unique values
0 missing
SM08_AEA.dm.numeric25 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
SM08_AEA.ed.numeric26 unique values
0 missing
CIC0numeric29 unique values
0 missing
SM08_AEA.ri.numeric25 unique values
0 missing
CIC1numeric29 unique values
0 missing
SM08_EAnumeric26 unique values
0 missing
CIDnumeric26 unique values
0 missing
SM08_EA.bo.numeric25 unique values
0 missing
CSInumeric26 unique values
0 missing
SM08_EA.ri.numeric29 unique values
0 missing
DBInumeric24 unique values
0 missing
SM09_AEA.dm.numeric25 unique values
0 missing
D.Dtr06numeric26 unique values
0 missing
SM09_AEA.ed.numeric25 unique values
0 missing
D.Dtr10numeric9 unique values
0 missing
SM09_AEA.ri.numeric26 unique values
0 missing
DECCnumeric26 unique values
0 missing
SM09_EAnumeric26 unique values
0 missing
DELSnumeric30 unique values
0 missing
SM09_EA.bo.numeric26 unique values
0 missing
Dznumeric29 unique values
0 missing
SM10_AEA.ri.numeric26 unique values
0 missing
ECCnumeric25 unique values
0 missing
SM10_EAnumeric26 unique values
0 missing
Eig07_AEA.bo.numeric26 unique values
0 missing
SM10_EA.bo.numeric25 unique values
0 missing
Eig07_EAnumeric26 unique values
0 missing
SM11_EA.bo.numeric25 unique values
0 missing
Eig08_AEA.bo.numeric24 unique values
0 missing
SM12_EA.bo.numeric25 unique values
0 missing
Eig08_AEA.dm.numeric27 unique values
0 missing
SM13_EA.bo.numeric25 unique values
0 missing
Eig08_AEA.ri.numeric27 unique values
0 missing
SM14_EA.bo.numeric25 unique values
0 missing
Eig08_EAnumeric26 unique values
0 missing
SM15_AEA.bo.numeric26 unique values
0 missing
Eig08_EA.bo.numeric22 unique values
0 missing
SM15_EA.bo.numeric25 unique values
0 missing
Eig09_AEA.bo.numeric26 unique values
0 missing
SMTInumeric26 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
SMTIVnumeric28 unique values
0 missing
Eig09_AEA.ed.numeric24 unique values
0 missing
SNarnumeric23 unique values
0 missing
Eig09_AEA.ri.numeric24 unique values
0 missing
Spnumeric30 unique values
0 missing
Eig09_EAnumeric23 unique values
0 missing
SpAD_AEA.bo.numeric26 unique values
0 missing
Eig09_EA.ed.numeric26 unique values
0 missing
SpAD_AEA.dm.numeric29 unique values
0 missing
Eig09_EA.ri.numeric27 unique values
0 missing
SpAD_AEA.ed.numeric26 unique values
0 missing
Eig10_AEA.bo.numeric24 unique values
0 missing
SpAD_AEA.ri.numeric29 unique values
0 missing
Eig10_AEA.dm.numeric20 unique values
0 missing
SpAD_EAnumeric26 unique values
0 missing
Eig10_AEA.ed.numeric24 unique values
0 missing
SpAD_EA.bo.numeric26 unique values
0 missing
Eig10_AEA.ri.numeric22 unique values
0 missing
SpAD_EA.dm.numeric18 unique values
0 missing
Eig10_EAnumeric23 unique values
0 missing
SpAD_EA.ed.numeric26 unique values
0 missing
Eig10_EA.bo.numeric25 unique values
0 missing
SpAD_EA.ri.numeric29 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
SPInumeric26 unique values
0 missing
Eig10_EA.ed.numeric26 unique values
0 missing
SpMax1_Bh.e.numeric24 unique values
0 missing
Eig10_EA.ri.numeric27 unique values
0 missing
SpMax1_Bh.i.numeric25 unique values
0 missing
Eig11_AEA.bo.numeric23 unique values
0 missing
SpMax1_Bh.p.numeric25 unique values
0 missing
Eig11_AEA.dm.numeric20 unique values
0 missing
SpMax1_Bh.v.numeric22 unique values
0 missing
Eig11_AEA.ed.numeric24 unique values
0 missing
SpMax3_Bh.i.numeric26 unique values
0 missing
Eig11_AEA.ri.numeric26 unique values
0 missing
SpMax4_Bh.e.numeric27 unique values
0 missing
Eig11_EAnumeric23 unique values
0 missing
SpMax4_Bh.i.numeric27 unique values
0 missing
Eig11_EA.bo.numeric22 unique values
0 missing
SpMax4_Bh.v.numeric25 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
SpMax5_Bh.e.numeric25 unique values
0 missing
Eig11_EA.ed.numeric24 unique values
0 missing
SpMax5_Bh.i.numeric29 unique values
0 missing
Eig11_EA.ri.numeric26 unique values
0 missing
SpMax5_Bh.p.numeric23 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
SpMax5_Bh.v.numeric26 unique values
0 missing
Eig12_AEA.dm.numeric23 unique values
0 missing
SpMax6_Bh.e.numeric20 unique values
0 missing
Eig12_AEA.ed.numeric21 unique values
0 missing
SpMax6_Bh.i.numeric27 unique values
0 missing
Eig12_AEA.ri.numeric26 unique values
0 missing
SpMax6_Bh.p.numeric23 unique values
0 missing
Eig12_EAnumeric23 unique values
0 missing
SpMax6_Bh.v.numeric26 unique values
0 missing
Eig12_EA.bo.numeric22 unique values
0 missing
SpMax7_Bh.e.numeric26 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
SpMax7_Bh.i.numeric21 unique values
0 missing
Eig12_EA.ed.numeric23 unique values
0 missing
SpMax7_Bh.p.numeric25 unique values
0 missing
Eig12_EA.ri.numeric26 unique values
0 missing
SpMax7_Bh.s.numeric20 unique values
0 missing
Eig13_AEA.bo.numeric23 unique values
0 missing
SpMax7_Bh.v.numeric22 unique values
0 missing
Eig13_AEA.dm.numeric26 unique values
0 missing
SpMax8_Bh.e.numeric24 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
SpMax8_Bh.i.numeric21 unique values
0 missing
Eig13_AEA.ri.numeric28 unique values
0 missing
SpMax8_Bh.p.numeric23 unique values
0 missing
Eig13_EAnumeric25 unique values
0 missing
SpMax8_Bh.s.numeric16 unique values
0 missing
Eig13_EA.bo.numeric25 unique values
0 missing
SpMax8_Bh.v.numeric18 unique values
0 missing
Eig13_EA.ed.numeric25 unique values
0 missing
SpMaxA_AEA.bo.numeric22 unique values
0 missing
Eig13_EA.ri.numeric28 unique values
0 missing
SpMaxA_AEA.dm.numeric21 unique values
0 missing
Eig14_AEA.bo.numeric23 unique values
0 missing
SpMaxA_AEA.ed.numeric25 unique values
0 missing
Eig14_AEA.dm.numeric28 unique values
0 missing
SpMaxA_AEA.ri.numeric24 unique values
0 missing
Eig14_AEA.ed.numeric26 unique values
0 missing
SpMaxA_EAnumeric23 unique values
0 missing
Eig14_AEA.ri.numeric27 unique values
0 missing
SpMaxA_EA.bo.numeric24 unique values
0 missing
Eig14_EAnumeric25 unique values
0 missing
SpMaxA_EA.ed.numeric25 unique values
0 missing
Eig14_EA.bo.numeric25 unique values
0 missing
SpMaxA_EA.ri.numeric22 unique values
0 missing
Eig14_EA.ed.numeric26 unique values
0 missing
SpMin3_Bh.p.numeric26 unique values
0 missing
Eig14_EA.ri.numeric28 unique values
0 missing
SpMin4_Bh.e.numeric24 unique values
0 missing
Eig15_AEA.bo.numeric23 unique values
0 missing
SpMin4_Bh.i.numeric23 unique values
0 missing
Eig15_AEA.dm.numeric28 unique values
0 missing
SpMin4_Bh.p.numeric27 unique values
0 missing
Eig15_AEA.ed.numeric25 unique values
0 missing
SpMin4_Bh.v.numeric25 unique values
0 missing
Eig15_AEA.ri.numeric27 unique values
0 missing
SpMin5_Bh.e.numeric27 unique values
0 missing
Eig15_EAnumeric25 unique values
0 missing
SpMin5_Bh.i.numeric25 unique values
0 missing
Eig15_EA.bo.numeric26 unique values
0 missing
SpMin5_Bh.m.numeric23 unique values
0 missing
Eig15_EA.ed.numeric26 unique values
0 missing
SpMin5_Bh.p.numeric28 unique values
0 missing
Eig15_EA.ri.numeric29 unique values
0 missing
SpMin5_Bh.v.numeric27 unique values
0 missing
Eta_alphanumeric29 unique values
0 missing
SpMin6_Bh.e.numeric25 unique values
0 missing
Eta_Bnumeric25 unique values
0 missing
SpMin6_Bh.i.numeric25 unique values
0 missing
Eta_betanumeric25 unique values
0 missing
SpMin6_Bh.m.numeric23 unique values
0 missing
Eta_betaPnumeric17 unique values
0 missing
SpMin6_Bh.p.numeric27 unique values
0 missing
Eta_betaSnumeric27 unique values
0 missing
SpMin6_Bh.s.numeric27 unique values
0 missing
Eta_Cnumeric30 unique values
0 missing
SpMin6_Bh.v.numeric24 unique values
0 missing
Eta_epsinumeric30 unique values
0 missing
SpMin7_Bh.e.numeric22 unique values
0 missing
Eta_Fnumeric30 unique values
0 missing
SpMin7_Bh.i.numeric22 unique values
0 missing
Eta_FLnumeric30 unique values
0 missing
SpMin7_Bh.p.numeric23 unique values
0 missing
Eta_Lnumeric30 unique values
0 missing
SpMin7_Bh.v.numeric21 unique values
0 missing
GGI1numeric20 unique values
0 missing
SpMin8_Bh.e.numeric21 unique values
0 missing
GGI10numeric24 unique values
0 missing
SpMin8_Bh.i.numeric20 unique values
0 missing
GGI2numeric18 unique values
0 missing
SpMin8_Bh.m.numeric26 unique values
0 missing
GGI3numeric21 unique values
0 missing
SpMin8_Bh.p.numeric22 unique values
0 missing
GGI4numeric25 unique values
0 missing
SpMin8_Bh.s.numeric21 unique values
0 missing
GGI5numeric26 unique values
0 missing
SpMin8_Bh.v.numeric22 unique values
0 missing
GGI6numeric25 unique values
0 missing
SRW02numeric18 unique values
0 missing
GGI9numeric23 unique values
0 missing
SRW04numeric25 unique values
0 missing
GMTInumeric26 unique values
0 missing
SRW06numeric26 unique values
0 missing
GMTIVnumeric28 unique values
0 missing
SRW08numeric25 unique values
0 missing
H.047numeric12 unique values
0 missing
SRW10numeric25 unique values
0 missing
HDcpxnumeric23 unique values
0 missing
SssNHnumeric18 unique values
0 missing
HVcpxnumeric26 unique values
0 missing
Svnumeric29 unique values
0 missing
IACnumeric29 unique values
0 missing
TIC0numeric29 unique values
0 missing
ICRnumeric24 unique values
0 missing
TIC1numeric29 unique values
0 missing
IDDMnumeric25 unique values
0 missing
TIC2numeric29 unique values
0 missing
IDEnumeric25 unique values
0 missing
TIC3numeric29 unique values
0 missing
IDETnumeric26 unique values
0 missing
TIC4numeric28 unique values
0 missing
IDMnumeric26 unique values
0 missing
TIC5numeric28 unique values
0 missing
IDMTnumeric26 unique values
0 missing
TIEnumeric30 unique values
0 missing
ISIZnumeric24 unique values
0 missing
TPCnumeric25 unique values
0 missing
IVDMnumeric25 unique values
0 missing
TPSA.NO.numeric20 unique values
0 missing
LPRSnumeric26 unique values
0 missing
TPSA.Tot.numeric22 unique values
0 missing
MAXDPnumeric29 unique values
0 missing
TRSnumeric10 unique values
0 missing
MDDDnumeric26 unique values
0 missing
TWCnumeric26 unique values
0 missing
MPC01numeric18 unique values
0 missing
MPC02numeric24 unique values
0 missing
MPC03numeric23 unique values
0 missing
MPC04numeric25 unique values
0 missing
MPC05numeric22 unique values
0 missing
MPC06numeric25 unique values
0 missing
MPC07numeric26 unique values
0 missing
MPC08numeric25 unique values
0 missing
MPC09numeric26 unique values
0 missing
MPC10numeric25 unique values
0 missing
MSDnumeric26 unique values
0 missing
MWnumeric30 unique values
0 missing
MWC01numeric18 unique values
0 missing
MWC02numeric25 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
30
Number of instances (rows) of the dataset.
NumberOfFeatures
499
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
498
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
16.63
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-1.37
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
0.32
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
5.54
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
2399.54
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
0.26
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.81
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
1.16
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
8.39
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
0.08
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
383262.67
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
-1.22
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
99.8
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
18.62
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-0.92
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
2.87
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.03
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.62
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
459715.48
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.52
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
11.71
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
3.17
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
-1.3
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
2009.49
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.07
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.2
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.54
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-CHEMBL4867
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4867
0 runs - estimation_procedure: 50 times Clustering
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