Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3404 (TID: 11938), and it has 13 rows and 510 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.

512 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal13 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS1snumeric10 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
MATS6pnumeric11 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
MATS4vnumeric11 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
BIC3numeric11 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
Chi0_EA.dm.numeric11 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
Chi1_EA.dm.numeric11 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
CIC3numeric11 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
CATS2D_04_LLnumeric2 unique values
0 missing
Eig04_EAnumeric10 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
Eig06_AEA.ed.numeric10 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
Eig07_AEA.bo.numeric10 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
Eig07_AEA.ri.numeric8 unique values
0 missing
CATS2D_05_DDnumeric5 unique values
0 missing
Eig08_EA.bo.numeric6 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
Eig09_AEA.ed.numeric6 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
Eig09_AEA.ri.numeric6 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
Eig09_EA.bo.numeric8 unique values
0 missing
CATS2D_05_NNnumeric2 unique values
0 missing
Eta_betaSnumeric9 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
Eta_betaS_Anumeric9 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
GATS1mnumeric11 unique values
0 missing
CATS2D_06_ANnumeric4 unique values
0 missing
GATS2inumeric9 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS2mnumeric11 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
GATS2vnumeric11 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS6pnumeric11 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
GGI4numeric9 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
GGI6numeric7 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GNarnumeric10 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
HNarnumeric10 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
MATS1enumeric10 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
MATS2mnumeric11 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
MATS2vnumeric11 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
MPC04numeric9 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
MPC05numeric10 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
MPC06numeric10 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
MPC07numeric9 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
ON0Vnumeric11 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
ON1Vnumeric11 unique values
0 missing
CATS2D_07_NNnumeric2 unique values
0 missing
piIDnumeric10 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
piPC03numeric8 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
piPC04numeric10 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
piPC05numeric9 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
piPC06numeric9 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
piPC07numeric9 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
PJI2numeric4 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
Psi_e_Anumeric11 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
Psi_i_Anumeric11 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
P_VSA_i_2numeric9 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
P_VSA_s_4numeric5 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
PW4numeric9 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
PW5numeric9 unique values
0 missing
CENTnumeric10 unique values
0 missing
SIC3numeric11 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
SM02_EA.ri.numeric11 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
SM03_AEA.bo.numeric9 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
SM03_EA.bo.numeric7 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
SM04_AEA.bo.numeric10 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
SM04_EA.bo.numeric10 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
SM05_AEA.bo.numeric10 unique values
0 missing
Chi0_EA.ed.numeric10 unique values
0 missing
SM05_EA.bo.numeric10 unique values
0 missing
Chi0_EA.ri.numeric11 unique values
0 missing
SM06_EA.bo.numeric10 unique values
0 missing
Chi1_AEA.bo.numeric10 unique values
0 missing
SM07_EA.bo.numeric10 unique values
0 missing
Chi1_AEA.dm.numeric10 unique values
0 missing
SM08_EA.bo.numeric10 unique values
0 missing
Chi1_AEA.ed.numeric10 unique values
0 missing
SM09_EA.bo.numeric10 unique values
0 missing
Chi1_AEA.ri.numeric10 unique values
0 missing
SM10_EA.bo.numeric10 unique values
0 missing
Chi1_EAnumeric10 unique values
0 missing
SM11_EA.bo.numeric10 unique values
0 missing
Chi1_EA.bo.numeric10 unique values
0 missing
SM12_AEA.bo.numeric10 unique values
0 missing
Chi1_EA.ed.numeric10 unique values
0 missing
SM12_AEA.ri.numeric10 unique values
0 missing
Chi1_EA.ri.numeric11 unique values
0 missing
SM12_EA.bo.numeric10 unique values
0 missing
CIC0numeric11 unique values
0 missing
SM13_AEA.dm.numeric10 unique values
0 missing
CIC1numeric10 unique values
0 missing
SM13_EA.bo.numeric10 unique values
0 missing
CIC2numeric11 unique values
0 missing
SM14_EA.bo.numeric10 unique values
0 missing
CIC4numeric11 unique values
0 missing
SM15_EA.bo.numeric10 unique values
0 missing
CIC5numeric11 unique values
0 missing
SNarnumeric10 unique values
0 missing
CIDnumeric10 unique values
0 missing
SpAD_AEA.dm.numeric11 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SpAD_EA.ri.numeric11 unique values
0 missing
cRo5numeric2 unique values
0 missing
SpMax6_Bh.e.numeric10 unique values
0 missing
CSInumeric10 unique values
0 missing
SpMax6_Bh.i.numeric10 unique values
0 missing
DBInumeric8 unique values
0 missing
SpMax6_Bh.m.numeric11 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
SpMax6_Bh.p.numeric11 unique values
0 missing
D.Dtr06numeric3 unique values
0 missing
SpMax6_Bh.v.numeric11 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
SpMaxA_EA.dm.numeric10 unique values
0 missing
DECCnumeric10 unique values
0 missing
SpMin2_Bh.m.numeric11 unique values
0 missing
DELSnumeric11 unique values
0 missing
SpMin4_Bh.m.numeric10 unique values
0 missing
DLS_01numeric3 unique values
0 missing
SpMin5_Bh.e.numeric9 unique values
0 missing
DLS_02numeric4 unique values
0 missing
SpMin5_Bh.p.numeric10 unique values
0 missing
DLS_03numeric3 unique values
0 missing
SpMin5_Bh.s.numeric8 unique values
0 missing
DLS_04numeric5 unique values
0 missing
SpMin5_Bh.v.numeric9 unique values
0 missing
DLS_05numeric3 unique values
0 missing
SpMin6_Bh.e.numeric10 unique values
0 missing
DLS_06numeric3 unique values
0 missing
SpMin6_Bh.i.numeric10 unique values
0 missing
DLS_07numeric2 unique values
0 missing
SpMin6_Bh.m.numeric9 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
SpMin6_Bh.p.numeric10 unique values
0 missing
Dznumeric11 unique values
0 missing
SpMin6_Bh.v.numeric10 unique values
0 missing
ECCnumeric9 unique values
0 missing
SssOnumeric11 unique values
0 missing
Eig01_AEA.bo.numeric7 unique values
0 missing
TPCnumeric8 unique values
0 missing
Eig01_AEA.dm.numeric11 unique values
0 missing
Wapnumeric10 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
X0Anumeric10 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
X3Anumeric9 unique values
0 missing
Eig01_EAnumeric10 unique values
0 missing
X3Avnumeric10 unique values
0 missing
Eig01_EA.bo.numeric6 unique values
0 missing
X4numeric10 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
X4Avnumeric11 unique values
0 missing
Eig01_EA.ed.numeric10 unique values
0 missing
X5numeric10 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
X5Avnumeric10 unique values
0 missing
Eig02_AEA.dm.numeric11 unique values
0 missing
X5solnumeric10 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
Xtnumeric10 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
ZM2Kupnumeric11 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
GATS8vnumeric11 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
AACnumeric11 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
AECCnumeric10 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
ALOGPnumeric9 unique values
0 missing
Eig03_AEA.bo.numeric10 unique values
0 missing
ALOGP2numeric9 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
AMRnumeric9 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
AMWnumeric11 unique values
0 missing
Eig03_AEA.ri.numeric11 unique values
0 missing
ARRnumeric3 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
ATS1enumeric10 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
ATS1inumeric11 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
ATS1mnumeric11 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
ATS1pnumeric11 unique values
0 missing
Eig03_EA.ri.numeric11 unique values
0 missing
ATS1snumeric11 unique values
0 missing
Eig04_AEA.bo.numeric9 unique values
0 missing
ATS1vnumeric11 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
ATS2enumeric11 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
ATS2inumeric11 unique values
0 missing
Eig04_AEA.ri.numeric11 unique values
0 missing
ATS2mnumeric11 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
ATS2pnumeric11 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
ATS2snumeric11 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
ATS2vnumeric11 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
ATS3enumeric11 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
ATS3inumeric11 unique values
0 missing
Eig05_AEA.ed.numeric10 unique values
0 missing
ATS3mnumeric11 unique values
0 missing
Eig05_AEA.ri.numeric11 unique values
0 missing
ATS3pnumeric11 unique values
0 missing
Eig05_EAnumeric10 unique values
0 missing
ATS3snumeric11 unique values
0 missing
Eig05_EA.bo.numeric10 unique values
0 missing
ATS3vnumeric11 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATS4enumeric11 unique values
0 missing
Eig05_EA.ed.numeric10 unique values
0 missing
ATS4inumeric11 unique values
0 missing
Eig05_EA.ri.numeric11 unique values
0 missing
ATS4mnumeric11 unique values
0 missing
Eig06_AEA.bo.numeric10 unique values
0 missing
ATS4pnumeric11 unique values
0 missing
Eig06_AEA.dm.numeric10 unique values
0 missing
ATS4snumeric11 unique values
0 missing
Eig06_AEA.ri.numeric11 unique values
0 missing
ATS4vnumeric11 unique values
0 missing
Eig06_EAnumeric10 unique values
0 missing
ATS5enumeric11 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
ATS5inumeric11 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATS5mnumeric11 unique values
0 missing
Eig06_EA.ed.numeric10 unique values
0 missing
ATS5pnumeric11 unique values
0 missing
Eig06_EA.ri.numeric10 unique values
0 missing
ATS5snumeric11 unique values
0 missing
Eig07_AEA.dm.numeric10 unique values
0 missing
ATS5vnumeric11 unique values
0 missing
Eig07_AEA.ed.numeric9 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig07_EAnumeric8 unique values
0 missing
ATS6inumeric11 unique values
0 missing
Eig07_EA.bo.numeric8 unique values
0 missing
ATS6mnumeric11 unique values
0 missing
Eig07_EA.ed.numeric10 unique values
0 missing
ATS6pnumeric11 unique values
0 missing
Eig07_EA.ri.numeric10 unique values
0 missing
ATS6snumeric11 unique values
0 missing
Eig08_AEA.bo.numeric8 unique values
0 missing
ATS6vnumeric11 unique values
0 missing
Eig08_AEA.dm.numeric9 unique values
0 missing
ATS7enumeric11 unique values
0 missing
Eig08_AEA.ed.numeric7 unique values
0 missing
ATS7inumeric11 unique values
0 missing
Eig08_AEA.ri.numeric6 unique values
0 missing
ATS7mnumeric11 unique values
0 missing
Eig08_EAnumeric5 unique values
0 missing
ATS7pnumeric11 unique values
0 missing
Eig08_EA.ed.numeric8 unique values
0 missing
ATS7snumeric11 unique values
0 missing
Eig08_EA.ri.numeric8 unique values
0 missing
ATS7vnumeric11 unique values
0 missing
Eig09_AEA.bo.numeric7 unique values
0 missing
ATS8enumeric11 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
ATS8inumeric11 unique values
0 missing
Eig09_EAnumeric5 unique values
0 missing
ATS8mnumeric11 unique values
0 missing
Eig09_EA.ed.numeric7 unique values
0 missing
ATS8pnumeric11 unique values
0 missing
Eig09_EA.ri.numeric8 unique values
0 missing
ATS8snumeric11 unique values
0 missing
Eig10_AEA.bo.numeric7 unique values
0 missing
ATS8vnumeric11 unique values
0 missing
Eig10_AEA.dm.numeric9 unique values
0 missing
ATSC1enumeric10 unique values
0 missing
Eig10_AEA.ed.numeric6 unique values
0 missing
ATSC1inumeric11 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
ATSC1mnumeric11 unique values
0 missing
Eig10_EAnumeric6 unique values
0 missing
ATSC1pnumeric11 unique values
0 missing
Eig10_EA.bo.numeric7 unique values
0 missing
ATSC1snumeric11 unique values
0 missing
Eig10_EA.ed.numeric5 unique values
0 missing
ATSC1vnumeric11 unique values
0 missing
Eig10_EA.ri.numeric8 unique values
0 missing
ATSC2enumeric11 unique values
0 missing
Eig11_AEA.bo.numeric6 unique values
0 missing
ATSC2inumeric11 unique values
0 missing
Eig11_AEA.dm.numeric9 unique values
0 missing
ATSC2mnumeric11 unique values
0 missing
Eig11_AEA.ed.numeric7 unique values
0 missing
ATSC2pnumeric11 unique values
0 missing
Eig11_AEA.ri.numeric8 unique values
0 missing
ATSC2snumeric11 unique values
0 missing
Eig11_EAnumeric5 unique values
0 missing
ATSC2vnumeric11 unique values
0 missing
Eig11_EA.bo.numeric6 unique values
0 missing
ATSC3enumeric11 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
ATSC3inumeric11 unique values
0 missing
Eig11_EA.ed.numeric7 unique values
0 missing
ATSC3mnumeric11 unique values
0 missing
Eig11_EA.ri.numeric5 unique values
0 missing
ATSC3pnumeric11 unique values
0 missing
Eig12_AEA.bo.numeric8 unique values
0 missing
ATSC3snumeric11 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
ATSC3vnumeric11 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
ATSC4enumeric11 unique values
0 missing
Eig12_AEA.ri.numeric9 unique values
0 missing
ATSC4inumeric11 unique values
0 missing
Eig12_EAnumeric6 unique values
0 missing
ATSC4mnumeric11 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
ATSC4pnumeric11 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
ATSC4snumeric11 unique values
0 missing
Eig12_EA.ed.numeric7 unique values
0 missing
ATSC4vnumeric11 unique values
0 missing
Eig12_EA.ri.numeric7 unique values
0 missing
ATSC5enumeric11 unique values
0 missing
Eig13_AEA.bo.numeric9 unique values
0 missing
ATSC5inumeric11 unique values
0 missing
Eig13_AEA.dm.numeric8 unique values
0 missing
ATSC5mnumeric11 unique values
0 missing
Eig13_AEA.ed.numeric10 unique values
0 missing
ATSC5pnumeric11 unique values
0 missing
Eig13_AEA.ri.numeric9 unique values
0 missing
ATSC5snumeric11 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
ATSC5vnumeric11 unique values
0 missing
Eig13_EA.bo.numeric10 unique values
0 missing
ATSC6enumeric11 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
ATSC6inumeric11 unique values
0 missing
Eig13_EA.ed.numeric9 unique values
0 missing
ATSC6mnumeric11 unique values
0 missing
Eig13_EA.ri.numeric9 unique values
0 missing
ATSC6pnumeric11 unique values
0 missing
Eig14_AEA.bo.numeric8 unique values
0 missing
ATSC6snumeric11 unique values
0 missing
Eig14_AEA.dm.numeric9 unique values
0 missing
ATSC6vnumeric11 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ATSC7enumeric11 unique values
0 missing
Eig14_AEA.ri.numeric8 unique values
0 missing
ATSC7inumeric11 unique values
0 missing
Eig14_EAnumeric9 unique values
0 missing
ATSC7mnumeric11 unique values
0 missing
Eig14_EA.bo.numeric9 unique values
0 missing
ATSC7pnumeric11 unique values
0 missing
Eig14_EA.dm.numeric4 unique values
0 missing
ATSC7snumeric11 unique values
0 missing
Eig14_EA.ed.numeric9 unique values
0 missing
ATSC7vnumeric11 unique values
0 missing
Eig14_EA.ri.numeric9 unique values
0 missing
ATSC8enumeric11 unique values
0 missing
Eig15_AEA.bo.numeric9 unique values
0 missing
ATSC8inumeric11 unique values
0 missing
Eig15_AEA.dm.numeric8 unique values
0 missing
ATSC8mnumeric11 unique values
0 missing
Eig15_AEA.ed.numeric7 unique values
0 missing
ATSC8pnumeric11 unique values
0 missing
Eig15_AEA.ri.numeric9 unique values
0 missing
ATSC8snumeric11 unique values
0 missing
Eig15_EAnumeric9 unique values
0 missing
ATSC8vnumeric11 unique values
0 missing
Eig15_EA.bo.numeric9 unique values
0 missing
BACnumeric9 unique values
0 missing
Eig15_EA.dm.numeric6 unique values
0 missing
BBInumeric7 unique values
0 missing
Eig15_EA.ed.numeric9 unique values
0 missing
BIC0numeric11 unique values
0 missing
Eig15_EA.ri.numeric9 unique values
0 missing
BIC1numeric10 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
BIC2numeric10 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
BIC4numeric11 unique values
0 missing
Eta_Bnumeric9 unique values
0 missing
BIC5numeric11 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eta_betanumeric9 unique values
0 missing
BLInumeric11 unique values
0 missing
Eta_beta_Anumeric10 unique values
0 missing
BLTA96numeric11 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
BLTD48numeric11 unique values
0 missing
Eta_betaP_Anumeric9 unique values
0 missing
BLTF96numeric11 unique values
0 missing
Eta_Cnumeric11 unique values
0 missing
C.numeric9 unique values
0 missing
Eta_C_Anumeric11 unique values
0 missing
C.001numeric3 unique values
0 missing
Eta_epsinumeric11 unique values
0 missing
C.002numeric2 unique values
0 missing
Eta_epsi_Anumeric10 unique values
0 missing
C.006numeric3 unique values
0 missing
Eta_Fnumeric11 unique values
0 missing
C.008numeric4 unique values
0 missing
Eta_F_Anumeric11 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_FLnumeric11 unique values
0 missing
C.012numeric2 unique values
0 missing
Eta_FL_Anumeric10 unique values
0 missing
C.024numeric3 unique values
0 missing
Eta_Lnumeric11 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_L_Anumeric10 unique values
0 missing
C.026numeric3 unique values
0 missing
Eta_sh_pnumeric11 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_sh_xnumeric10 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_sh_ynumeric11 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS1enumeric11 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS1inumeric11 unique values
0 missing
CATS2D_01_ANnumeric4 unique values
0 missing
GATS1pnumeric11 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
GATS1vnumeric10 unique values
0 missing
CATS2D_01_DNnumeric4 unique values
0 missing
GATS2enumeric11 unique values
0 missing
CATS2D_01_LLnumeric3 unique values
0 missing
GATS2pnumeric10 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS2snumeric11 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS3enumeric11 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS3inumeric11 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS3mnumeric11 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
GATS3pnumeric11 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS3snumeric11 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
GATS3vnumeric11 unique values
0 missing
CATS2D_02_LLnumeric4 unique values
0 missing
GATS4enumeric11 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
GATS4inumeric11 unique values
0 missing
CATS2D_03_ALnumeric2 unique values
0 missing
GATS4mnumeric11 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
13
Number of instances (rows) of the dataset.
NumberOfFeatures
512
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
511
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
39.38
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-1.32
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
0.47
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.69
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
33.78
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
0.5
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.28
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.8
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
13
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.22
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
9831.15
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
-0.92
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
4.31
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
0.2
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.61
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.82
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
14449.98
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.4
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.61
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
0.54
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
-0.27
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
29.58
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.07
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-1.37
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.33
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-CHEMBL3404
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3404
0 runs - estimation_procedure: 50 times Clustering
Define a new task