Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL5107 (TID: 18058), and it has 24 rows and 685 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.

687 features

pXC50 (target)numeric21 unique values
0 missing
molecule_id (row identifier)nominal24 unique values
0 missing
X4solnumeric23 unique values
0 missing
DLS_03numeric5 unique values
0 missing
SssNHnumeric22 unique values
0 missing
Eig06_AEA.ri.numeric21 unique values
0 missing
DLS_04numeric5 unique values
0 missing
D.Dtr05numeric9 unique values
0 missing
Eig06_EAnumeric20 unique values
0 missing
DLS_05numeric3 unique values
0 missing
SpMax2_Bh.i.numeric13 unique values
0 missing
Eig06_EA.ri.numeric23 unique values
0 missing
DLS_06numeric6 unique values
0 missing
SpMin2_Bh.i.numeric10 unique values
0 missing
Eig07_EAnumeric18 unique values
0 missing
DLS_07numeric3 unique values
0 missing
Xindexnumeric22 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
MATS3mnumeric24 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
Dznumeric24 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
SM02_AEA.ri.numeric16 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
P_VSA_LogP_5numeric12 unique values
0 missing
SM03_AEA.ri.numeric18 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
ALOGPnumeric24 unique values
0 missing
SM14_AEA.bo.numeric20 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
ALOGP2numeric24 unique values
0 missing
SM15_AEA.bo.numeric18 unique values
0 missing
Eig02_AEA.dm.numeric10 unique values
0 missing
GATS6mnumeric21 unique values
0 missing
X5Anumeric14 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
PW2numeric19 unique values
0 missing
MATS6pnumeric23 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
SpDiam_AEA.bo.numeric18 unique values
0 missing
PW4numeric17 unique values
0 missing
Eig03_AEA.dm.numeric15 unique values
0 missing
SpMax1_Bh.i.numeric15 unique values
0 missing
GATS4enumeric24 unique values
0 missing
Eig03_EA.bo.numeric8 unique values
0 missing
SpMax2_Bh.p.numeric9 unique values
0 missing
MATS2pnumeric23 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
SpMax3_Bh.e.numeric13 unique values
0 missing
SpMAD_AEA.bo.numeric19 unique values
0 missing
Eig04_AEA.dm.numeric17 unique values
0 missing
SpMin2_Bh.e.numeric9 unique values
0 missing
SpMAD_AEA.ri.numeric20 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
SpMin2_Bh.p.numeric10 unique values
0 missing
SpMAD_EAnumeric19 unique values
0 missing
Eig05_AEA.bo.numeric16 unique values
0 missing
AECCnumeric23 unique values
0 missing
Yindexnumeric22 unique values
0 missing
Eig05_AEA.dm.numeric16 unique values
0 missing
ATS1enumeric24 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
ATS1inumeric22 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
PW3numeric17 unique values
0 missing
Eig05_EA.bo.numeric14 unique values
0 missing
ATSC3pnumeric24 unique values
0 missing
X4Anumeric15 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
C.numeric20 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig05_EA.ed.numeric13 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
CATS2D_02_DPnumeric3 unique values
0 missing
Eig05_EA.ri.numeric16 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
N.numeric22 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
N.074numeric3 unique values
0 missing
Eig06_AEA.dm.numeric16 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
nC..N.N2numeric3 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
DBInumeric23 unique values
0 missing
P_VSA_LogP_6numeric6 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
D.Dtr09numeric8 unique values
0 missing
MATS6inumeric21 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
DECCnumeric23 unique values
0 missing
MATS2snumeric23 unique values
0 missing
Eig07_AEA.dm.numeric19 unique values
0 missing
ECCnumeric23 unique values
0 missing
MATS1enumeric22 unique values
0 missing
Eig07_AEA.ri.numeric19 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
SpMAD_AEA.ed.numeric20 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
SpMAD_EA.ed.numeric22 unique values
0 missing
Eig07_EA.ri.numeric22 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
Eig01_AEA.bo.numeric8 unique values
0 missing
Eig08_AEA.dm.numeric20 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
Eig03_AEA.bo.numeric9 unique values
0 missing
Eig08_AEA.ed.numeric17 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
Eig08_AEA.ri.numeric21 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
Eig02_EAnumeric10 unique values
0 missing
Eig03_EAnumeric9 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
Eig02_EA.ed.numeric9 unique values
0 missing
Eig03_EA.ed.numeric8 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
Eig02_EA.ri.numeric9 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
Eig08_EA.ri.numeric21 unique values
0 missing
Eig03_EA.ri.numeric11 unique values
0 missing
nCICnumeric3 unique values
0 missing
Eig09_AEA.bo.numeric14 unique values
0 missing
Eig04_AEA.bo.numeric13 unique values
0 missing
nCIRnumeric3 unique values
0 missing
Eig09_AEA.dm.numeric21 unique values
0 missing
Eig04_AEA.ed.numeric8 unique values
0 missing
NNRSnumeric3 unique values
0 missing
Eig09_AEA.ed.numeric15 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
nR05numeric3 unique values
0 missing
Eig09_AEA.ri.numeric21 unique values
0 missing
Eig04_EAnumeric15 unique values
0 missing
Rbridnumeric2 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
RCInumeric4 unique values
0 missing
Eig09_EA.bo.numeric13 unique values
0 missing
Eig04_EA.ri.numeric16 unique values
0 missing
RFDnumeric4 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
Rperimnumeric4 unique values
0 missing
Eig09_EA.ed.numeric16 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
SM11_AEA.bo.numeric9 unique values
0 missing
Eig09_EA.ri.numeric19 unique values
0 missing
Eig06_EA.ed.numeric13 unique values
0 missing
SM12_AEA.dm.numeric8 unique values
0 missing
Eig10_AEA.bo.numeric14 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
SM14_AEA.ri.numeric10 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
Eta_epsinumeric23 unique values
0 missing
SpMax1_Bh.e.numeric16 unique values
0 missing
Eig10_AEA.ri.numeric16 unique values
0 missing
GATS2pnumeric23 unique values
0 missing
SpMax1_Bh.m.numeric16 unique values
0 missing
Eig10_EAnumeric14 unique values
0 missing
GGI3numeric16 unique values
0 missing
SpMax2_Bh.v.numeric11 unique values
0 missing
Eig10_EA.bo.numeric14 unique values
0 missing
HVcpxnumeric23 unique values
0 missing
SpMax3_Bh.i.numeric14 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
IC4numeric23 unique values
0 missing
SpMax3_Bh.m.numeric10 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
IC5numeric21 unique values
0 missing
SpMax3_Bh.p.numeric7 unique values
0 missing
Eig11_AEA.dm.numeric14 unique values
0 missing
ICRnumeric23 unique values
0 missing
SpMax3_Bh.v.numeric9 unique values
0 missing
Eig11_AEA.ri.numeric18 unique values
0 missing
IDEnumeric23 unique values
0 missing
SpMax_AEA.bo.numeric8 unique values
0 missing
Eig11_EAnumeric17 unique values
0 missing
ISIZnumeric19 unique values
0 missing
SRW05numeric3 unique values
0 missing
Eig11_EA.bo.numeric12 unique values
0 missing
LOCnumeric21 unique values
0 missing
SRW07numeric3 unique values
0 missing
Eig11_EA.ed.numeric18 unique values
0 missing
MCDnumeric19 unique values
0 missing
SRW09numeric4 unique values
0 missing
Eig11_EA.ri.numeric18 unique values
0 missing
MDDDnumeric23 unique values
0 missing
TRSnumeric4 unique values
0 missing
Eig12_AEA.bo.numeric17 unique values
0 missing
MPC09numeric21 unique values
0 missing
X1Anumeric13 unique values
0 missing
Eig12_AEA.dm.numeric14 unique values
0 missing
MSDnumeric23 unique values
0 missing
GATS3mnumeric23 unique values
0 missing
Eig12_AEA.ed.numeric16 unique values
0 missing
MWC10numeric23 unique values
0 missing
GNarnumeric18 unique values
0 missing
Eig12_AEA.ri.numeric15 unique values
0 missing
nATnumeric19 unique values
0 missing
MATS4snumeric22 unique values
0 missing
Eig12_EAnumeric16 unique values
0 missing
nBTnumeric18 unique values
0 missing
RBFnumeric22 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
NRSnumeric2 unique values
0 missing
MATS2vnumeric21 unique values
0 missing
Eig12_EA.ed.numeric17 unique values
0 missing
NsssNnumeric2 unique values
0 missing
X3Anumeric16 unique values
0 missing
Eig12_EA.ri.numeric16 unique values
0 missing
ON0Vnumeric23 unique values
0 missing
X5vnumeric24 unique values
0 missing
Eig13_AEA.bo.numeric15 unique values
0 missing
PHInumeric24 unique values
0 missing
AACnumeric23 unique values
0 missing
Eig13_AEA.dm.numeric19 unique values
0 missing
P_VSA_LogP_2numeric14 unique values
0 missing
AMRnumeric24 unique values
0 missing
Eig13_AEA.ed.numeric18 unique values
0 missing
P_VSA_MR_5numeric21 unique values
0 missing
AMWnumeric24 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
Qindexnumeric8 unique values
0 missing
ARRnumeric20 unique values
0 missing
Eig13_EA.ed.numeric20 unique values
0 missing
RBNnumeric14 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
Eig14_AEA.bo.numeric18 unique values
0 missing
RDCHInumeric23 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
Eig14_AEA.dm.numeric18 unique values
0 missing
S1Knumeric24 unique values
0 missing
ATS1snumeric24 unique values
0 missing
Eig14_AEA.ed.numeric19 unique values
0 missing
S2Knumeric24 unique values
0 missing
ATS1vnumeric24 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
S3Knumeric24 unique values
0 missing
ATS2enumeric24 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
SaaNnumeric8 unique values
0 missing
ATS2inumeric23 unique values
0 missing
Eig14_EA.bo.numeric18 unique values
0 missing
SAtotnumeric24 unique values
0 missing
ATS2snumeric23 unique values
0 missing
Eig14_EA.ed.numeric20 unique values
0 missing
SdOnumeric17 unique values
0 missing
ATS3enumeric24 unique values
0 missing
Eig14_EA.ri.numeric17 unique values
0 missing
Senumeric24 unique values
0 missing
ATS3inumeric24 unique values
0 missing
Eig15_AEA.bo.numeric17 unique values
0 missing
Sinumeric24 unique values
0 missing
ATS3mnumeric24 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
SM03_EA.ed.numeric15 unique values
0 missing
ATS3snumeric24 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
SM04_EA.ed.numeric23 unique values
0 missing
ATS4enumeric24 unique values
0 missing
Eig15_AEA.ri.numeric17 unique values
0 missing
SM05_EAnumeric13 unique values
0 missing
ATS4inumeric24 unique values
0 missing
Eig15_EAnumeric16 unique values
0 missing
SM05_EA.ed.numeric15 unique values
0 missing
ATS5enumeric24 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
SM06_EA.ed.numeric21 unique values
0 missing
ATS5inumeric24 unique values
0 missing
Eig15_EA.ed.numeric19 unique values
0 missing
SM07_AEA.ed.numeric23 unique values
0 missing
ATS5snumeric24 unique values
0 missing
Eig15_EA.ri.numeric17 unique values
0 missing
SM07_EAnumeric15 unique values
0 missing
ATS6enumeric24 unique values
0 missing
Eta_alphanumeric24 unique values
0 missing
SM07_EA.ed.numeric17 unique values
0 missing
ATS6inumeric24 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
SM08_AEA.ed.numeric23 unique values
0 missing
ATS6mnumeric24 unique values
0 missing
Eta_Bnumeric15 unique values
0 missing
SM08_EAnumeric23 unique values
0 missing
ATS6snumeric24 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
SM08_EA.ed.numeric18 unique values
0 missing
ATS7inumeric24 unique values
0 missing
Eta_betanumeric24 unique values
0 missing
SM09_AEA.bo.numeric8 unique values
0 missing
ATS7mnumeric24 unique values
0 missing
Eta_beta_Anumeric24 unique values
0 missing
SM09_AEA.ed.numeric22 unique values
0 missing
ATS7snumeric23 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
SM09_EAnumeric17 unique values
0 missing
ATS8inumeric24 unique values
0 missing
Eta_betaP_Anumeric21 unique values
0 missing
SM09_EA.ed.numeric16 unique values
0 missing
ATS8mnumeric23 unique values
0 missing
Eta_betaSnumeric21 unique values
0 missing
SM10_AEA.bo.numeric10 unique values
0 missing
ATSC1enumeric22 unique values
0 missing
Eta_betaS_Anumeric19 unique values
0 missing
SM10_AEA.dm.numeric8 unique values
0 missing
ATSC1inumeric23 unique values
0 missing
Eta_Cnumeric24 unique values
0 missing
SM10_AEA.ed.numeric22 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
Eta_C_Anumeric24 unique values
0 missing
SM10_EAnumeric23 unique values
0 missing
ATSC1snumeric24 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
SM10_EA.ed.numeric16 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
Eta_Fnumeric24 unique values
0 missing
SM11_AEA.dm.numeric9 unique values
0 missing
ATSC2enumeric24 unique values
0 missing
Eta_F_Anumeric23 unique values
0 missing
SM11_AEA.ed.numeric18 unique values
0 missing
ATSC2inumeric23 unique values
0 missing
Eta_FLnumeric18 unique values
0 missing
SM11_EAnumeric17 unique values
0 missing
ATSC2mnumeric24 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
SM11_EA.ed.numeric15 unique values
0 missing
ATSC2pnumeric24 unique values
0 missing
Eta_Lnumeric24 unique values
0 missing
SM12_AEA.bo.numeric15 unique values
0 missing
ATSC2snumeric24 unique values
0 missing
Eta_L_Anumeric21 unique values
0 missing
SM12_AEA.ed.numeric19 unique values
0 missing
ATSC2vnumeric24 unique values
0 missing
Eta_sh_pnumeric21 unique values
0 missing
SM12_EAnumeric22 unique values
0 missing
ATSC3enumeric24 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
SM12_EA.ed.numeric12 unique values
0 missing
ATSC3inumeric24 unique values
0 missing
Eta_sh_ynumeric23 unique values
0 missing
SM13_AEA.dm.numeric10 unique values
0 missing
ATSC3mnumeric24 unique values
0 missing
F.083numeric2 unique values
0 missing
SM13_AEA.ed.numeric19 unique values
0 missing
ATSC3snumeric24 unique values
0 missing
F.084numeric2 unique values
0 missing
SM13_EAnumeric17 unique values
0 missing
ATSC3vnumeric24 unique values
0 missing
GATS1enumeric21 unique values
0 missing
SM13_EA.ed.numeric12 unique values
0 missing
ATSC4enumeric24 unique values
0 missing
GATS1inumeric23 unique values
0 missing
SM14_AEA.ed.numeric18 unique values
0 missing
ATSC4snumeric24 unique values
0 missing
GATS1mnumeric21 unique values
0 missing
SM14_EAnumeric19 unique values
0 missing
ATSC4vnumeric24 unique values
0 missing
GATS1pnumeric22 unique values
0 missing
SM14_EA.ed.numeric12 unique values
0 missing
ATSC5enumeric24 unique values
0 missing
GATS1snumeric24 unique values
0 missing
SM15_AEA.dm.numeric13 unique values
0 missing
ATSC5inumeric24 unique values
0 missing
GATS1vnumeric23 unique values
0 missing
SM15_AEA.ed.numeric17 unique values
0 missing
ATSC5mnumeric24 unique values
0 missing
GATS2enumeric24 unique values
0 missing
SM15_EAnumeric16 unique values
0 missing
ATSC5snumeric24 unique values
0 missing
GATS2inumeric22 unique values
0 missing
SM15_EA.ed.numeric10 unique values
0 missing
ATSC5vnumeric24 unique values
0 missing
GATS2mnumeric24 unique values
0 missing
SpDiam_AEA.dm.numeric8 unique values
0 missing
ATSC6enumeric24 unique values
0 missing
GATS2snumeric22 unique values
0 missing
SpDiam_AEA.ri.numeric16 unique values
0 missing
ATSC6snumeric24 unique values
0 missing
GATS2vnumeric21 unique values
0 missing
SpDiam_EAnumeric8 unique values
0 missing
ATSC6vnumeric24 unique values
0 missing
GATS3enumeric24 unique values
0 missing
SpDiam_EA.ed.numeric8 unique values
0 missing
ATSC7enumeric24 unique values
0 missing
GATS3inumeric23 unique values
0 missing
SpDiam_EA.ri.numeric8 unique values
0 missing
ATSC7snumeric24 unique values
0 missing
GATS3pnumeric23 unique values
0 missing
SPInumeric23 unique values
0 missing
ATSC8enumeric22 unique values
0 missing
GATS3snumeric24 unique values
0 missing
SpMax2_Bh.e.numeric12 unique values
0 missing
ATSC8mnumeric24 unique values
0 missing
GATS3vnumeric19 unique values
0 missing
SpMax6_Bh.m.numeric22 unique values
0 missing
ATSC8snumeric24 unique values
0 missing
GATS4inumeric20 unique values
0 missing
SpMax8_Bh.e.numeric19 unique values
0 missing
ATSC8vnumeric24 unique values
0 missing
GATS4mnumeric23 unique values
0 missing
SpMax8_Bh.i.numeric18 unique values
0 missing
BACnumeric16 unique values
0 missing
GATS4pnumeric20 unique values
0 missing
SpMax8_Bh.p.numeric13 unique values
0 missing
BBInumeric20 unique values
0 missing
GATS4snumeric24 unique values
0 missing
SpMax8_Bh.v.numeric12 unique values
0 missing
BIC0numeric23 unique values
0 missing
GATS4vnumeric23 unique values
0 missing
SpMaxA_EA.bo.numeric22 unique values
0 missing
BIC1numeric21 unique values
0 missing
GATS5enumeric23 unique values
0 missing
SpMax_AEA.dm.numeric8 unique values
0 missing
BIC2numeric22 unique values
0 missing
GATS5inumeric22 unique values
0 missing
SpMax_AEA.ed.numeric8 unique values
0 missing
BIC3numeric20 unique values
0 missing
GATS5mnumeric22 unique values
0 missing
SpMax_AEA.ri.numeric8 unique values
0 missing
BIC4numeric22 unique values
0 missing
GATS5pnumeric22 unique values
0 missing
SpMax_EAnumeric8 unique values
0 missing
BIC5numeric20 unique values
0 missing
GATS5snumeric24 unique values
0 missing
SpMax_EA.ed.numeric8 unique values
0 missing
BIDnumeric21 unique values
0 missing
GATS5vnumeric22 unique values
0 missing
SpMax_EA.ri.numeric8 unique values
0 missing
BLInumeric21 unique values
0 missing
GATS6enumeric22 unique values
0 missing
SpMin8_Bh.e.numeric14 unique values
0 missing
BLTA96numeric24 unique values
0 missing
GATS6inumeric22 unique values
0 missing
SpMin8_Bh.i.numeric14 unique values
0 missing
BLTD48numeric24 unique values
0 missing
GATS6pnumeric22 unique values
0 missing
SpMin8_Bh.p.numeric19 unique values
0 missing
BLTF96numeric24 unique values
0 missing
GATS6snumeric24 unique values
0 missing
SpMin8_Bh.v.numeric18 unique values
0 missing
C.002numeric8 unique values
0 missing
GATS6vnumeric24 unique values
0 missing
SsssNnumeric5 unique values
0 missing
C.003numeric3 unique values
0 missing
GATS7enumeric24 unique values
0 missing
TIC1numeric24 unique values
0 missing
C.006numeric4 unique values
0 missing
GATS7inumeric23 unique values
0 missing
TIC2numeric24 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS7snumeric24 unique values
0 missing
TIC3numeric24 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS7vnumeric21 unique values
0 missing
TIC4numeric23 unique values
0 missing
C.024numeric7 unique values
0 missing
GATS8enumeric24 unique values
0 missing
TIC5numeric23 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS8inumeric24 unique values
0 missing
TIEnumeric24 unique values
0 missing
C.026numeric6 unique values
0 missing
GATS8mnumeric20 unique values
0 missing
Uindexnumeric23 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS8pnumeric23 unique values
0 missing
UNIPnumeric22 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS8snumeric24 unique values
0 missing
VvdwZAZnumeric24 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS8vnumeric21 unique values
0 missing
Vindexnumeric22 unique values
0 missing
C.044numeric2 unique values
0 missing
GGI1numeric8 unique values
0 missing
ATS2vnumeric24 unique values
0 missing
CATS2D_00_DDnumeric4 unique values
0 missing
GGI10numeric21 unique values
0 missing
ATS4vnumeric24 unique values
0 missing
CATS2D_00_DPnumeric4 unique values
0 missing
GGI2numeric10 unique values
0 missing
ATS5pnumeric24 unique values
0 missing
CATS2D_00_PPnumeric4 unique values
0 missing
GGI4numeric15 unique values
0 missing
ATS5vnumeric24 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
GGI5numeric16 unique values
0 missing
ATS6pnumeric24 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GGI6numeric13 unique values
0 missing
ATS6vnumeric24 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
GGI7numeric20 unique values
0 missing
ATS7pnumeric24 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GGI8numeric22 unique values
0 missing
ATS7vnumeric24 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
GGI9numeric19 unique values
0 missing
ATS8pnumeric23 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
GMTInumeric23 unique values
0 missing
ATS8vnumeric24 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
GMTIVnumeric24 unique values
0 missing
ATSC6inumeric24 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
H.numeric20 unique values
0 missing
ATSC6pnumeric24 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
H.046numeric5 unique values
0 missing
ATSC7inumeric23 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
ATSC7mnumeric24 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
ATSC7pnumeric24 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
ATSC8inumeric24 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
ATSC8pnumeric24 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
MAXDPnumeric24 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
MPC03numeric20 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
MPC04numeric20 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
MPC05numeric20 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
MPC06numeric21 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
MWC04numeric23 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
MWC05numeric23 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
MWC06numeric23 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
MWC07numeric22 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
MWC08numeric23 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
SM02_AEA.ed.numeric23 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
SM02_EA.ed.numeric23 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
SM03_AEA.ed.numeric23 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
SM04_AEA.ed.numeric23 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
SM04_EAnumeric22 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
SM04_EA.ri.numeric24 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
SM05_AEA.ed.numeric23 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
SM06_EAnumeric23 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
SM06_EA.ri.numeric24 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
SM08_EA.ri.numeric24 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
SM10_EA.ri.numeric24 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
SM12_EA.ri.numeric24 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
SM14_EA.ri.numeric21 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
SpMax4_Bh.i.numeric18 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
SpMax4_Bh.p.numeric17 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
SpMax4_Bh.v.numeric16 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
SpMin3_Bh.p.numeric15 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
SRW06numeric22 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
SRW08numeric23 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
SRW10numeric23 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
X2vnumeric24 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
X3vnumeric24 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
X4numeric23 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
X4vnumeric24 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
X5numeric23 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
CATS2D_02_DDnumeric4 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GATS7mnumeric24 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GATS7pnumeric23 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
MATS3snumeric23 unique values
0 missing
CATS2D_09_DAnumeric6 unique values
0 missing
nCpnumeric3 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
NdNHnumeric2 unique values
0 missing
CATS2D_09_DLnumeric9 unique values
0 missing
SdNHnumeric11 unique values
0 missing
CATS2D_09_DPnumeric4 unique values
0 missing
X2Anumeric17 unique values
0 missing
CENTnumeric22 unique values
0 missing
TPCnumeric23 unique values
0 missing
Chi0_AEA.bo.numeric23 unique values
0 missing
Wapnumeric23 unique values
0 missing
Chi0_AEA.dm.numeric23 unique values
0 missing
PW5numeric11 unique values
0 missing
Chi0_AEA.ed.numeric23 unique values
0 missing
ATS2mnumeric24 unique values
0 missing
Chi0_AEA.ri.numeric23 unique values
0 missing
ATS2pnumeric24 unique values
0 missing
Chi0_EAnumeric23 unique values
0 missing
ATS3pnumeric24 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
ATS3vnumeric23 unique values
0 missing
Chi0_EA.dm.numeric16 unique values
0 missing
ATS4mnumeric24 unique values
0 missing
Chi0_EA.ed.numeric23 unique values
0 missing
ATS4pnumeric24 unique values
0 missing
Chi0_EA.ri.numeric24 unique values
0 missing
ATS4snumeric24 unique values
0 missing
Chi1_AEA.bo.numeric23 unique values
0 missing
ATS5mnumeric24 unique values
0 missing
Chi1_AEA.dm.numeric23 unique values
0 missing
ATS7enumeric24 unique values
0 missing
Chi1_AEA.ed.numeric23 unique values
0 missing
ATS8enumeric24 unique values
0 missing
Chi1_AEA.ri.numeric23 unique values
0 missing
ATS8snumeric24 unique values
0 missing
Chi1_EAnumeric23 unique values
0 missing
ATSC4inumeric23 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
ATSC4mnumeric24 unique values
0 missing
Chi1_EA.ed.numeric23 unique values
0 missing
ATSC4pnumeric24 unique values
0 missing
Chi1_EA.ri.numeric24 unique values
0 missing
ATSC5pnumeric24 unique values
0 missing
CIC0numeric24 unique values
0 missing
ATSC6mnumeric24 unique values
0 missing
CIC1numeric24 unique values
0 missing
ATSC7vnumeric24 unique values
0 missing
CIC2numeric24 unique values
0 missing
Chi1_EA.bo.numeric23 unique values
0 missing
CIC3numeric24 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
CIC4numeric22 unique values
0 missing
Eig10_EA.ed.numeric17 unique values
0 missing
CIC5numeric23 unique values
0 missing
Eig11_AEA.ed.numeric15 unique values
0 missing
CIDnumeric21 unique values
0 missing
Eig13_AEA.ri.numeric17 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Eig13_EAnumeric18 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Eig13_EA.ri.numeric18 unique values
0 missing
cRo5numeric2 unique values
0 missing
MATS2inumeric24 unique values
0 missing
CSInumeric23 unique values
0 missing
Psi_i_1numeric24 unique values
0 missing
D.Dtr06numeric23 unique values
0 missing
SM05_AEA.ri.numeric17 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
SM07_AEA.dm.numeric18 unique values
0 missing
DELSnumeric24 unique values
0 missing
SpAD_EA.ed.numeric23 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SpMax4_Bh.e.numeric18 unique values
0 missing
DLS_01numeric4 unique values
0 missing
SpMin7_Bh.i.numeric21 unique values
0 missing
DLS_02numeric5 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
24
Number of instances (rows) of the dataset.
NumberOfFeatures
687
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
686
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
28.63
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.7
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
0.21
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.33
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
101.75
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
0.04
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.16
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
24
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.4
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
62842.63
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
0.82
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
7.8
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.3
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.9
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.55
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
33307.12
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.35
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.12
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
1
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
0.51
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
198.53
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.29
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.43
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.19
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-CHEMBL5107
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5107
0 runs - estimation_procedure: 50 times Clustering
Define a new task