Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461

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: CHEMBL5461 (TID: 100987), and it has 17 rows and 636 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.

638 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
ALOGPnumeric15 unique values
0 missing
C.017numeric3 unique values
0 missing
AMWnumeric15 unique values
0 missing
ALOGP2numeric15 unique values
0 missing
C.024numeric8 unique values
0 missing
ARRnumeric8 unique values
0 missing
D.Dtr12numeric7 unique values
0 missing
C.026numeric4 unique values
0 missing
ATS4enumeric17 unique values
0 missing
nCICnumeric7 unique values
0 missing
C.027numeric2 unique values
0 missing
ATS4inumeric15 unique values
0 missing
nCIRnumeric8 unique values
0 missing
C.033numeric2 unique values
0 missing
ATS5enumeric16 unique values
0 missing
NNRSnumeric6 unique values
0 missing
C.036numeric2 unique values
0 missing
ATS5inumeric17 unique values
0 missing
nR12numeric3 unique values
0 missing
C.038numeric3 unique values
0 missing
ATS6enumeric17 unique values
0 missing
PW5numeric13 unique values
0 missing
C.039numeric2 unique values
0 missing
ATS6inumeric16 unique values
0 missing
Rbridnumeric6 unique values
0 missing
C.040numeric3 unique values
0 missing
ATS7enumeric16 unique values
0 missing
RCInumeric7 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
ATS7inumeric17 unique values
0 missing
RFDnumeric7 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
ATSC1pnumeric15 unique values
0 missing
SRW09numeric8 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
ATSC2mnumeric15 unique values
0 missing
TRSnumeric9 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
X1Anumeric11 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
ATSC2vnumeric15 unique values
0 missing
Eta_sh_pnumeric14 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
ATSC3mnumeric16 unique values
0 missing
nABnumeric4 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
ATSC3pnumeric16 unique values
0 missing
nBMnumeric11 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
ATSC3vnumeric16 unique values
0 missing
SpMin3_Bh.v.numeric16 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
SpMin7_Bh.p.numeric17 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
Ucnumeric11 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
IC2numeric17 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
SpMin2_Bh.e.numeric14 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
GATS2vnumeric14 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
CATS2D_04_LLnumeric15 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
BLInumeric16 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
C.numeric13 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
C.002numeric8 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
C.025numeric6 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
C.034numeric3 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
MATS7snumeric17 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
SpMax7_Bh.p.numeric15 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
SpMax8_Bh.p.numeric17 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
Chi0_EA.dm.numeric16 unique values
0 missing
SpMax8_Bh.v.numeric17 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CIC0numeric15 unique values
0 missing
SpMin7_Bh.e.numeric17 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CIC1numeric15 unique values
0 missing
SpMin7_Bh.i.numeric17 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SpMin8_Bh.e.numeric14 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
D.Dtr09numeric11 unique values
0 missing
MAXDPnumeric17 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
DLS_04numeric6 unique values
0 missing
SdOnumeric16 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
DLS_05numeric3 unique values
0 missing
GATS3inumeric15 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
VARnumeric15 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
Eig03_EA.bo.numeric16 unique values
0 missing
SsCH3numeric14 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
BACnumeric11 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
Eta_betaP_Anumeric15 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
Eta_C_Anumeric17 unique values
0 missing
SpMin6_Bh.s.numeric15 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
Eta_FL_Anumeric14 unique values
0 missing
SpMin7_Bh.v.numeric17 unique values
0 missing
CATS2D_08_LLnumeric13 unique values
0 missing
Eta_L_Anumeric16 unique values
0 missing
SssNHnumeric7 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
GATS6mnumeric17 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GATS1inumeric15 unique values
0 missing
GATS6vnumeric16 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GATS1pnumeric15 unique values
0 missing
MATS6mnumeric17 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GATS1vnumeric15 unique values
0 missing
MATS6vnumeric17 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
GATS3pnumeric14 unique values
0 missing
SpMaxA_EA.dm.numeric12 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
GATS4mnumeric17 unique values
0 missing
ATSC1vnumeric15 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
GATS7mnumeric17 unique values
0 missing
BIC0numeric15 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
GATS7snumeric17 unique values
0 missing
MATS2inumeric15 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
GATS8enumeric17 unique values
0 missing
P_VSA_e_1numeric13 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
GATS8mnumeric16 unique values
0 missing
P_VSA_LogP_7numeric13 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
GATS8snumeric16 unique values
0 missing
P_VSA_m_1numeric13 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
H.numeric13 unique values
0 missing
P_VSA_p_1numeric13 unique values
0 missing
CIC4numeric16 unique values
0 missing
HNarnumeric13 unique values
0 missing
P_VSA_s_2numeric13 unique values
0 missing
CIC5numeric16 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_v_1numeric13 unique values
0 missing
CIDnumeric14 unique values
0 missing
Infective.50numeric2 unique values
0 missing
SpMin8_Bh.m.numeric15 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
SssCH2numeric16 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
JGI2numeric13 unique values
0 missing
CIC3numeric17 unique values
0 missing
D.Dtr05numeric11 unique values
0 missing
MATS1enumeric14 unique values
0 missing
MATS6snumeric16 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
MATS1vnumeric15 unique values
0 missing
nCconjnumeric5 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
MATS2pnumeric15 unique values
0 missing
SIC3numeric16 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
MATS4mnumeric16 unique values
0 missing
X5vnumeric17 unique values
0 missing
D.Dtr11numeric4 unique values
0 missing
MCDnumeric14 unique values
0 missing
GMTInumeric16 unique values
0 missing
DECCnumeric14 unique values
0 missing
Mpnumeric15 unique values
0 missing
SMTIVnumeric17 unique values
0 missing
DELSnumeric17 unique values
0 missing
Mvnumeric13 unique values
0 missing
SpMax4_Bh.m.numeric17 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
N.numeric8 unique values
0 missing
SpMax5_Bh.m.numeric15 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
N.073numeric3 unique values
0 missing
MATS7pnumeric17 unique values
0 missing
DLS_01numeric2 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
AECCnumeric16 unique values
0 missing
DLS_02numeric5 unique values
0 missing
NaaNHnumeric3 unique values
0 missing
AMRnumeric15 unique values
0 missing
DLS_03numeric2 unique values
0 missing
nCb.numeric8 unique values
0 missing
ATS1enumeric15 unique values
0 missing
DLS_06numeric2 unique values
0 missing
nCsnumeric8 unique values
0 missing
ATS1inumeric15 unique values
0 missing
Dznumeric13 unique values
0 missing
nCsp3numeric12 unique values
0 missing
ATS1pnumeric15 unique values
0 missing
Eig01_AEA.bo.numeric15 unique values
0 missing
nHnumeric11 unique values
0 missing
ATS1snumeric16 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
nPyrrolesnumeric3 unique values
0 missing
ATS1vnumeric15 unique values
0 missing
Eig01_AEA.ed.numeric15 unique values
0 missing
nR05numeric4 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Eig01_AEA.ri.numeric16 unique values
0 missing
nR09numeric5 unique values
0 missing
ATS3enumeric16 unique values
0 missing
Eig01_EAnumeric16 unique values
0 missing
NsCH3numeric6 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
Eig01_EA.ed.numeric15 unique values
0 missing
NssCH2numeric10 unique values
0 missing
ATS8pnumeric17 unique values
0 missing
Eig01_EA.ri.numeric15 unique values
0 missing
ON0Vnumeric15 unique values
0 missing
ATS8vnumeric16 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
ON1Vnumeric16 unique values
0 missing
ATSC1inumeric15 unique values
0 missing
Eig02_AEA.dm.numeric14 unique values
0 missing
PCDnumeric16 unique values
0 missing
ATSC2inumeric15 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
PCRnumeric15 unique values
0 missing
ATSC3inumeric15 unique values
0 missing
Eig02_AEA.ri.numeric16 unique values
0 missing
PDInumeric15 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
PHInumeric15 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
piPC05numeric16 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
Eig02_EA.ed.numeric16 unique values
0 missing
P_VSA_e_3numeric6 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
Eig02_EA.ri.numeric17 unique values
0 missing
P_VSA_i_3numeric15 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
P_VSA_i_4numeric6 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
Eig03_AEA.dm.numeric15 unique values
0 missing
P_VSA_LogP_1numeric7 unique values
0 missing
BIDnumeric14 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
P_VSA_LogP_5numeric10 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
Eig03_AEA.ri.numeric16 unique values
0 missing
P_VSA_MR_1numeric14 unique values
0 missing
CATS2D_04_DLnumeric11 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
P_VSA_s_5numeric4 unique values
0 missing
CENTnumeric16 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
S2Knumeric15 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
S3Knumeric16 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
Eig03_EA.ri.numeric16 unique values
0 missing
SaaaCnumeric6 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
SaaNHnumeric7 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
Eig04_AEA.dm.numeric15 unique values
0 missing
SAtotnumeric15 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
Sinumeric15 unique values
0 missing
Chi0_EA.bo.numeric16 unique values
0 missing
Eig04_AEA.ri.numeric17 unique values
0 missing
SIC0numeric14 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
SIC1numeric15 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
SM04_EA.bo.numeric15 unique values
0 missing
CSInumeric15 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
SM05_EA.bo.numeric16 unique values
0 missing
DBInumeric15 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
SM13_AEA.ri.numeric16 unique values
0 missing
D.Dtr06numeric16 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
SpDiam_EA.bo.numeric15 unique values
0 missing
ECCnumeric16 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
SpMAD_EA.bo.numeric15 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
Eig05_AEA.dm.numeric16 unique values
0 missing
SpMax1_Bh.e.numeric14 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
SpMax1_Bh.i.numeric13 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
SpMax1_Bh.m.numeric15 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
Eig05_EAnumeric15 unique values
0 missing
SpMax1_Bh.p.numeric13 unique values
0 missing
Eig14_EA.ed.numeric15 unique values
0 missing
Eig05_EA.bo.numeric16 unique values
0 missing
SpMax1_Bh.v.numeric13 unique values
0 missing
Eig14_EA.ri.numeric16 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
SpMax2_Bh.p.numeric15 unique values
0 missing
Eta_alphanumeric14 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
SpMax2_Bh.v.numeric15 unique values
0 missing
Eta_epsinumeric15 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
SpMin2_Bh.s.numeric15 unique values
0 missing
GATS5inumeric16 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
SpMin3_Bh.p.numeric13 unique values
0 missing
GATS6inumeric17 unique values
0 missing
Eig06_AEA.dm.numeric15 unique values
0 missing
SpMin5_Bh.m.numeric17 unique values
0 missing
GATS6pnumeric17 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
SpMin5_Bh.s.numeric16 unique values
0 missing
GATS7vnumeric17 unique values
0 missing
SpMin7_Bh.m.numeric17 unique values
0 missing
IACnumeric15 unique values
0 missing
SpMin8_Bh.s.numeric14 unique values
0 missing
IDDMnumeric16 unique values
0 missing
Uindexnumeric16 unique values
0 missing
IDEnumeric16 unique values
0 missing
X0Anumeric12 unique values
0 missing
IDETnumeric16 unique values
0 missing
X0Avnumeric15 unique values
0 missing
IDMnumeric16 unique values
0 missing
X1Avnumeric16 unique values
0 missing
IDMTnumeric16 unique values
0 missing
X2Avnumeric15 unique values
0 missing
IVDMnumeric13 unique values
0 missing
X5Avnumeric12 unique values
0 missing
LPRSnumeric16 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
MATS6enumeric17 unique values
0 missing
SM12_AEA.ri.numeric16 unique values
0 missing
MATS6pnumeric17 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
MDDDnumeric16 unique values
0 missing
Hynumeric14 unique values
0 missing
MSDnumeric16 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
MWnumeric15 unique values
0 missing
GATS1mnumeric15 unique values
0 missing
nBTnumeric13 unique values
0 missing
GNarnumeric13 unique values
0 missing
nCnumeric8 unique values
0 missing
piIDnumeric16 unique values
0 missing
nNnumeric5 unique values
0 missing
piPC03numeric15 unique values
0 missing
nSKnumeric11 unique values
0 missing
piPC04numeric15 unique values
0 missing
ON0numeric13 unique values
0 missing
piPC06numeric16 unique values
0 missing
ON1numeric16 unique values
0 missing
piPC07numeric16 unique values
0 missing
Psi_e_0numeric17 unique values
0 missing
piPC08numeric15 unique values
0 missing
Psi_i_0numeric15 unique values
0 missing
piPC09numeric15 unique values
0 missing
RDCHInumeric16 unique values
0 missing
piPC10numeric15 unique values
0 missing
Senumeric15 unique values
0 missing
SM06_EA.bo.numeric16 unique values
0 missing
SM02_EA.dm.numeric11 unique values
0 missing
SM07_EA.bo.numeric16 unique values
0 missing
SM08_AEA.dm.numeric15 unique values
0 missing
SM08_EA.bo.numeric16 unique values
0 missing
SM09_AEA.ri.numeric15 unique values
0 missing
SM09_EA.bo.numeric16 unique values
0 missing
SM14_EA.dm.numeric9 unique values
0 missing
SM10_EA.bo.numeric16 unique values
0 missing
SMTInumeric16 unique values
0 missing
SM11_AEA.ri.numeric15 unique values
0 missing
Spnumeric15 unique values
0 missing
SM11_EA.bo.numeric16 unique values
0 missing
SpAD_EA.dm.numeric11 unique values
0 missing
SM12_EA.bo.numeric16 unique values
0 missing
SpMAD_EA.dm.numeric15 unique values
0 missing
SM13_EA.bo.numeric16 unique values
0 missing
SpMax2_Bh.e.numeric15 unique values
0 missing
SM14_EA.bo.numeric16 unique values
0 missing
SpMax2_Bh.i.numeric14 unique values
0 missing
SM15_EA.bo.numeric16 unique values
0 missing
SpMax4_Bh.e.numeric17 unique values
0 missing
SpMax_EA.bo.numeric15 unique values
0 missing
SpMax4_Bh.i.numeric13 unique values
0 missing
SpMin2_Bh.i.numeric14 unique values
0 missing
SpMax4_Bh.p.numeric14 unique values
0 missing
X3Avnumeric14 unique values
0 missing
SpMax4_Bh.v.numeric16 unique values
0 missing
X4Avnumeric13 unique values
0 missing
SpMax5_Bh.e.numeric15 unique values
0 missing
ATS8inumeric17 unique values
0 missing
SpMax5_Bh.i.numeric14 unique values
0 missing
ATSC1mnumeric15 unique values
0 missing
SpMax5_Bh.p.numeric13 unique values
0 missing
Minumeric11 unique values
0 missing
SpMax5_Bh.v.numeric15 unique values
0 missing
SpMin7_Bh.s.numeric17 unique values
0 missing
SpMax6_Bh.e.numeric16 unique values
0 missing
SpMin8_Bh.i.numeric17 unique values
0 missing
SpMax6_Bh.i.numeric15 unique values
0 missing
CIC2numeric17 unique values
0 missing
SpMax7_Bh.e.numeric16 unique values
0 missing
GATS3mnumeric16 unique values
0 missing
SpMax8_Bh.e.numeric17 unique values
0 missing
GATS3vnumeric16 unique values
0 missing
SpMax8_Bh.i.numeric17 unique values
0 missing
GATS6enumeric17 unique values
0 missing
SpMaxA_AEA.bo.numeric13 unique values
0 missing
IC1numeric15 unique values
0 missing
SpMaxA_AEA.ri.numeric14 unique values
0 missing
MATS1snumeric14 unique values
0 missing
SpMaxA_EAnumeric13 unique values
0 missing
MATS3pnumeric15 unique values
0 missing
SpMaxA_EA.bo.numeric13 unique values
0 missing
SIC2numeric17 unique values
0 missing
SpMaxA_EA.ri.numeric14 unique values
0 missing
SpMax2_Bh.m.numeric15 unique values
0 missing
SpMax_EA.dm.numeric8 unique values
0 missing
H.050numeric6 unique values
0 missing
SpMin4_Bh.e.numeric16 unique values
0 missing
nHDonnumeric6 unique values
0 missing
SpMin4_Bh.i.numeric14 unique values
0 missing
SAdonnumeric10 unique values
0 missing
SpMin4_Bh.p.numeric15 unique values
0 missing
BIC1numeric15 unique values
0 missing
SpMin4_Bh.v.numeric14 unique values
0 missing
BLTA96numeric15 unique values
0 missing
SpMin5_Bh.e.numeric17 unique values
0 missing
BLTD48numeric15 unique values
0 missing
SpMin5_Bh.i.numeric13 unique values
0 missing
BLTF96numeric15 unique values
0 missing
SpMin5_Bh.p.numeric16 unique values
0 missing
Eta_betaS_Anumeric13 unique values
0 missing
SpMin5_Bh.v.numeric13 unique values
0 missing
Eta_epsi_Anumeric15 unique values
0 missing
SpMin8_Bh.v.numeric14 unique values
0 missing
GATS2mnumeric15 unique values
0 missing
SRW05numeric5 unique values
0 missing
GATS2pnumeric15 unique values
0 missing
Svnumeric15 unique values
0 missing
MATS5inumeric17 unique values
0 missing
TIC0numeric15 unique values
0 missing
MLOGPnumeric15 unique values
0 missing
TIC1numeric15 unique values
0 missing
MLOGP2numeric15 unique values
0 missing
UNIPnumeric16 unique values
0 missing
SM03_EA.bo.numeric12 unique values
0 missing
VvdwMGnumeric15 unique values
0 missing
SRW07numeric8 unique values
0 missing
Vxnumeric15 unique values
0 missing
BIC2numeric17 unique values
0 missing
X0numeric13 unique values
0 missing
GATS5enumeric17 unique values
0 missing
X0solnumeric13 unique values
0 missing
GATS5pnumeric17 unique values
0 missing
X0vnumeric15 unique values
0 missing
GATS7enumeric17 unique values
0 missing
X1numeric16 unique values
0 missing
MATS5pnumeric17 unique values
0 missing
X1Kupnumeric16 unique values
0 missing
MATS1pnumeric14 unique values
0 missing
X1Madnumeric16 unique values
0 missing
GATS7inumeric17 unique values
0 missing
X1MulPernumeric16 unique values
0 missing
LOCnumeric14 unique values
0 missing
X1Pernumeric16 unique values
0 missing
GATS1enumeric15 unique values
0 missing
X1solnumeric16 unique values
0 missing
GATS1snumeric16 unique values
0 missing
X1vnumeric16 unique values
0 missing
SpMin6_Bh.m.numeric16 unique values
0 missing
XMODnumeric16 unique values
0 missing
GATS5snumeric17 unique values
0 missing
Xunumeric16 unique values
0 missing
IC3numeric17 unique values
0 missing
X4vnumeric17 unique values
0 missing
IDDEnumeric16 unique values
0 missing
SpMin3_Bh.e.numeric13 unique values
0 missing
AACnumeric15 unique values
0 missing
SpMin3_Bh.i.numeric14 unique values
0 missing
ATS2inumeric15 unique values
0 missing
ATS1mnumeric15 unique values
0 missing
ATS3inumeric15 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
ATS8enumeric17 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
ATSC4inumeric17 unique values
0 missing
ATS2snumeric16 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
ATS2vnumeric15 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
C.001numeric6 unique values
0 missing
ATS3pnumeric14 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
ATS3snumeric17 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
ATS4mnumeric16 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
ATS4snumeric17 unique values
0 missing
Chi1_EA.dm.numeric16 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
ATS5snumeric17 unique values
0 missing
Eta_Lnumeric16 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
GGI10numeric14 unique values
0 missing
ATS6snumeric17 unique values
0 missing
GGI9numeric14 unique values
0 missing
ATS7snumeric17 unique values
0 missing
H.046numeric8 unique values
0 missing
ATS8snumeric17 unique values
0 missing
IC0numeric15 unique values
0 missing
ATSC1enumeric13 unique values
0 missing
ISIZnumeric10 unique values
0 missing
ATSC1snumeric16 unique values
0 missing
MATS3snumeric16 unique values
0 missing
ATSC2enumeric15 unique values
0 missing
MATS5snumeric17 unique values
0 missing
ATSC2snumeric16 unique values
0 missing
nATnumeric10 unique values
0 missing
ATSC3enumeric16 unique values
0 missing
nCpnumeric6 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
ATSC4enumeric17 unique values
0 missing
S1Knumeric15 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
SM03_EA.dm.numeric6 unique values
0 missing
ATSC5enumeric17 unique values
0 missing
SM05_EA.dm.numeric6 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
SM07_EA.dm.numeric6 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
SM09_EA.dm.numeric6 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
SM11_EA.dm.numeric6 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
SM13_EA.dm.numeric6 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
SM15_EA.dm.numeric6 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
SPInumeric16 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
SpMin4_Bh.m.numeric16 unique values
0 missing
BBInumeric12 unique values
0 missing
SpMin4_Bh.s.numeric14 unique values
0 missing
BIC3numeric17 unique values
0 missing
TIC2numeric17 unique values
0 missing
BIC4numeric16 unique values
0 missing
TIC3numeric17 unique values
0 missing
BIC5numeric16 unique values
0 missing
TIC4numeric16 unique values
0 missing
C.003numeric5 unique values
0 missing
TIC5numeric16 unique values
0 missing
C.004numeric4 unique values
0 missing
VvdwZAZnumeric15 unique values
0 missing
C.005numeric2 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
C.006numeric4 unique values
0 missing
MATS3inumeric15 unique values
0 missing
C.008numeric3 unique values
0 missing
GATS4snumeric17 unique values
0 missing
C.009numeric2 unique values
0 missing
GATS6snumeric17 unique values
0 missing
C.011numeric3 unique values
0 missing
MATS4snumeric15 unique values
0 missing
C.012numeric2 unique values
0 missing
SpDiam_AEA.ri.numeric17 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig13_AEA.dm.numeric15 unique values
0 missing
C.016numeric4 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
17
Number of instances (rows) of the dataset.
NumberOfFeatures
638
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
637
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
37.53
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.43
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
0.29
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.52
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
50.67
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.24
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.27
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.65
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
17
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.72
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
21295.74
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
1.67
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
10.17
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.94
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.12
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
0.87
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
9638.89
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.08
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
3.45
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
0.88
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
0.7
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
119.59
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.4
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.49
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.23
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5461
0 runs - estimation_procedure: 50 times Clustering
Define a new task