Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063

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: CHEMBL2063 (TID: 286), and it has 66 rows and 588 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.

590 features

pXC50 (target)numeric49 unique values
0 missing
molecule_id (row identifier)nominal66 unique values
0 missing
Polnumeric22 unique values
0 missing
SM11_EA.dm.numeric9 unique values
0 missing
AMRnumeric50 unique values
0 missing
Psi_e_1numeric50 unique values
0 missing
SM12_EA.dm.numeric10 unique values
0 missing
ATS1snumeric50 unique values
0 missing
Psi_i_1numeric51 unique values
0 missing
SM13_EA.dm.numeric8 unique values
0 missing
ATS5mnumeric49 unique values
0 missing
Qindexnumeric18 unique values
0 missing
SM14_EA.dm.numeric10 unique values
0 missing
ATS5vnumeric49 unique values
0 missing
Ramnumeric12 unique values
0 missing
SM15_EA.dm.numeric9 unique values
0 missing
ATS6mnumeric46 unique values
0 missing
SM02_AEA.dm.numeric42 unique values
0 missing
SpDiam_EA.dm.numeric9 unique values
0 missing
ATS6snumeric51 unique values
0 missing
SM02_AEA.ed.numeric33 unique values
0 missing
SpMAD_EA.dm.numeric30 unique values
0 missing
ATS6vnumeric47 unique values
0 missing
SM02_AEA.ri.numeric35 unique values
0 missing
SpMax1_Bh.s.numeric9 unique values
0 missing
ATS7mnumeric46 unique values
0 missing
SM02_EAnumeric25 unique values
0 missing
SpMax3_Bh.e.numeric38 unique values
0 missing
ATS7snumeric48 unique values
0 missing
SM02_EA.ed.numeric40 unique values
0 missing
SpMax3_Bh.i.numeric34 unique values
0 missing
ATS7vnumeric45 unique values
0 missing
SM02_EA.ri.numeric44 unique values
0 missing
SpMax4_Bh.e.numeric33 unique values
0 missing
ATS8mnumeric51 unique values
0 missing
SM03_AEA.bo.numeric34 unique values
0 missing
SpMax4_Bh.i.numeric32 unique values
0 missing
ATS8pnumeric45 unique values
0 missing
SM03_AEA.dm.numeric33 unique values
0 missing
SpMax4_Bh.m.numeric37 unique values
0 missing
ATS8snumeric48 unique values
0 missing
SM03_AEA.ed.numeric38 unique values
0 missing
SpMax4_Bh.p.numeric28 unique values
0 missing
ATS8vnumeric47 unique values
0 missing
SM03_AEA.ri.numeric41 unique values
0 missing
SpMax4_Bh.v.numeric27 unique values
0 missing
BIDnumeric21 unique values
0 missing
SM03_EAnumeric16 unique values
0 missing
SpMax5_Bh.e.numeric31 unique values
0 missing
C.026numeric5 unique values
0 missing
SM03_EA.bo.numeric24 unique values
0 missing
SpMax5_Bh.i.numeric30 unique values
0 missing
CENTnumeric42 unique values
0 missing
SM03_EA.ri.numeric40 unique values
0 missing
SpMaxA_AEA.ri.numeric26 unique values
0 missing
Chi0_AEA.bo.numeric36 unique values
0 missing
SM04_AEA.bo.numeric37 unique values
0 missing
SpMaxA_EAnumeric21 unique values
0 missing
Chi0_AEA.dm.numeric36 unique values
0 missing
SM04_AEA.ed.numeric39 unique values
0 missing
SpMaxA_EA.ri.numeric27 unique values
0 missing
Chi0_AEA.ed.numeric36 unique values
0 missing
SM04_AEA.ri.numeric40 unique values
0 missing
SpMax_EA.dm.numeric9 unique values
0 missing
Chi0_AEA.ri.numeric36 unique values
0 missing
SM04_EAnumeric34 unique values
0 missing
SpMin3_Bh.p.numeric28 unique values
0 missing
Chi0_EAnumeric36 unique values
0 missing
SM04_EA.ri.numeric48 unique values
0 missing
SpMin4_Bh.e.numeric33 unique values
0 missing
Chi0_EA.bo.numeric36 unique values
0 missing
SM05_AEA.bo.numeric36 unique values
0 missing
SpMin4_Bh.i.numeric28 unique values
0 missing
Chi0_EA.dm.numeric45 unique values
0 missing
SM05_AEA.ed.numeric39 unique values
0 missing
SpMin4_Bh.m.numeric37 unique values
0 missing
Chi0_EA.ri.numeric51 unique values
0 missing
SM05_EAnumeric31 unique values
0 missing
SpMin4_Bh.p.numeric45 unique values
0 missing
Chi1_AEA.bo.numeric41 unique values
0 missing
SM05_EA.ri.numeric48 unique values
0 missing
SpMin4_Bh.v.numeric39 unique values
0 missing
Chi1_AEA.dm.numeric41 unique values
0 missing
SM06_AEA.bo.numeric38 unique values
0 missing
SsOHnumeric10 unique values
0 missing
Chi1_AEA.ed.numeric41 unique values
0 missing
SM06_AEA.ed.numeric39 unique values
0 missing
TIEnumeric51 unique values
0 missing
Chi1_AEA.ri.numeric41 unique values
0 missing
SM06_EAnumeric40 unique values
0 missing
Ucnumeric6 unique values
0 missing
Chi1_EAnumeric41 unique values
0 missing
SM06_EA.ri.numeric49 unique values
0 missing
Uinumeric6 unique values
0 missing
Chi1_EA.ri.numeric49 unique values
0 missing
SM07_AEA.bo.numeric38 unique values
0 missing
Uindexnumeric42 unique values
0 missing
CIDnumeric35 unique values
0 missing
SM07_EA.ri.numeric48 unique values
0 missing
VARnumeric28 unique values
0 missing
Dznumeric42 unique values
0 missing
SM08_AEA.bo.numeric39 unique values
0 missing
C.numeric24 unique values
0 missing
Eig01_EA.bo.numeric19 unique values
0 missing
SM08_EAnumeric40 unique values
0 missing
Eta_beta_Anumeric37 unique values
0 missing
Eig03_AEA.bo.numeric36 unique values
0 missing
SM08_EA.ri.numeric49 unique values
0 missing
Eta_betaP_Anumeric24 unique values
0 missing
Eig03_EA.bo.numeric23 unique values
0 missing
SM09_EA.ri.numeric46 unique values
0 missing
Eta_F_Anumeric49 unique values
0 missing
Eig04_AEA.bo.numeric32 unique values
0 missing
SM10_AEA.bo.numeric32 unique values
0 missing
Eta_FL_Anumeric41 unique values
0 missing
Eig04_EA.bo.numeric30 unique values
0 missing
SM10_EA.ri.numeric49 unique values
0 missing
GATS1mnumeric46 unique values
0 missing
Eig05_EA.bo.numeric34 unique values
0 missing
SM11_AEA.bo.numeric36 unique values
0 missing
GATS2inumeric47 unique values
0 missing
Eig09_EA.ri.numeric41 unique values
0 missing
SM12_AEA.bo.numeric30 unique values
0 missing
GATS2pnumeric47 unique values
0 missing
Eig10_AEA.bo.numeric34 unique values
0 missing
SM12_AEA.dm.numeric32 unique values
0 missing
GATS2vnumeric47 unique values
0 missing
Eig10_AEA.ri.numeric39 unique values
0 missing
SM12_AEA.ri.numeric25 unique values
0 missing
IC1numeric47 unique values
0 missing
Eig10_EAnumeric36 unique values
0 missing
SM13_AEA.bo.numeric38 unique values
0 missing
IC2numeric47 unique values
0 missing
Eig10_EA.bo.numeric34 unique values
0 missing
SM13_AEA.dm.numeric34 unique values
0 missing
MATS2mnumeric41 unique values
0 missing
Eig10_EA.ed.numeric36 unique values
0 missing
SM14_AEA.bo.numeric36 unique values
0 missing
Mpnumeric42 unique values
0 missing
Eig10_EA.ri.numeric37 unique values
0 missing
SM14_AEA.dm.numeric37 unique values
0 missing
Mvnumeric35 unique values
0 missing
Eig11_AEA.dm.numeric34 unique values
0 missing
SM15_AEA.bo.numeric35 unique values
0 missing
SpMAD_EA.bo.numeric34 unique values
0 missing
Eig13_AEA.dm.numeric29 unique values
0 missing
SM15_AEA.dm.numeric39 unique values
0 missing
ATSC8mnumeric51 unique values
0 missing
Eig14_AEA.bo.numeric28 unique values
0 missing
SMTInumeric42 unique values
0 missing
ATSC4mnumeric51 unique values
0 missing
Eig14_AEA.dm.numeric25 unique values
0 missing
SMTIVnumeric47 unique values
0 missing
Eig05_EA.ri.numeric38 unique values
0 missing
Eig14_AEA.ri.numeric29 unique values
0 missing
SpAD_AEA.bo.numeric41 unique values
0 missing
Eig11_AEA.ed.numeric38 unique values
0 missing
Eig14_EAnumeric25 unique values
0 missing
SpAD_AEA.dm.numeric50 unique values
0 missing
Eta_epsinumeric44 unique values
0 missing
Eig14_EA.bo.numeric26 unique values
0 missing
SpAD_AEA.ed.numeric41 unique values
0 missing
GATS1inumeric46 unique values
0 missing
Eig14_EA.ed.numeric31 unique values
0 missing
SpAD_AEA.ri.numeric51 unique values
0 missing
UNIPnumeric36 unique values
0 missing
Eig14_EA.ri.numeric28 unique values
0 missing
SpAD_EAnumeric42 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
Eig15_AEA.dm.numeric23 unique values
0 missing
SpAD_EA.ed.numeric42 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
Eta_alphanumeric41 unique values
0 missing
SpAD_EA.ri.numeric51 unique values
0 missing
Eig02_AEA.ed.numeric28 unique values
0 missing
Eta_betanumeric35 unique values
0 missing
SpDiam_AEA.bo.numeric22 unique values
0 missing
Eig02_EA.ed.numeric31 unique values
0 missing
Eta_betaPnumeric11 unique values
0 missing
SPInumeric42 unique values
0 missing
GGI2numeric21 unique values
0 missing
Eta_betaSnumeric32 unique values
0 missing
SpMAD_EA.ri.numeric40 unique values
0 missing
GGI4numeric34 unique values
0 missing
Eta_Fnumeric51 unique values
0 missing
SpMax1_Bh.e.numeric32 unique values
0 missing
nCICnumeric5 unique values
0 missing
GATS2snumeric46 unique values
0 missing
SpMax1_Bh.i.numeric31 unique values
0 missing
nCIRnumeric6 unique values
0 missing
GGI5numeric33 unique values
0 missing
SpMax1_Bh.m.numeric28 unique values
0 missing
nHetnumeric10 unique values
0 missing
GGI6numeric37 unique values
0 missing
SpMax1_Bh.v.numeric32 unique values
0 missing
SM03_EA.ed.numeric31 unique values
0 missing
GGI7numeric39 unique values
0 missing
SpMax2_Bh.e.numeric37 unique values
0 missing
SM04_EA.ed.numeric42 unique values
0 missing
GGI8numeric38 unique values
0 missing
SpMax2_Bh.i.numeric34 unique values
0 missing
SM05_EA.ed.numeric39 unique values
0 missing
HDcpxnumeric26 unique values
0 missing
SpMax2_Bh.m.numeric41 unique values
0 missing
SM06_EA.ed.numeric42 unique values
0 missing
IACnumeric42 unique values
0 missing
SpMax2_Bh.p.numeric35 unique values
0 missing
SM07_AEA.ed.numeric38 unique values
0 missing
IDDMnumeric32 unique values
0 missing
SpMax2_Bh.v.numeric36 unique values
0 missing
SM07_EAnumeric38 unique values
0 missing
IDETnumeric42 unique values
0 missing
SpMax5_Bh.s.numeric23 unique values
0 missing
SM08_AEA.ed.numeric41 unique values
0 missing
IDMnumeric37 unique values
0 missing
SpMax6_Bh.s.numeric28 unique values
0 missing
SM09_AEA.ed.numeric41 unique values
0 missing
IDMTnumeric42 unique values
0 missing
SpMax_AEA.bo.numeric18 unique values
0 missing
SM09_EAnumeric40 unique values
0 missing
IVDMnumeric32 unique values
0 missing
SRW02numeric18 unique values
0 missing
SM10_AEA.ed.numeric42 unique values
0 missing
LPRSnumeric42 unique values
0 missing
SRW04numeric29 unique values
0 missing
SM10_EAnumeric41 unique values
0 missing
MATS2snumeric42 unique values
0 missing
SRW06numeric38 unique values
0 missing
SM11_AEA.dm.numeric31 unique values
0 missing
MAXDPnumeric50 unique values
0 missing
SRW08numeric40 unique values
0 missing
SM11_EAnumeric40 unique values
0 missing
MWnumeric45 unique values
0 missing
SRW10numeric41 unique values
0 missing
NaasCnumeric9 unique values
0 missing
TPCnumeric35 unique values
0 missing
nCb.numeric7 unique values
0 missing
TWCnumeric39 unique values
0 missing
nSKnumeric17 unique values
0 missing
Vindexnumeric28 unique values
0 missing
ON0numeric30 unique values
0 missing
Wapnumeric37 unique values
0 missing
ON1numeric35 unique values
0 missing
X1vnumeric50 unique values
0 missing
piIDnumeric39 unique values
0 missing
X2numeric41 unique values
0 missing
piPC01numeric23 unique values
0 missing
X2solnumeric43 unique values
0 missing
piPC02numeric31 unique values
0 missing
X2vnumeric51 unique values
0 missing
piPC03numeric33 unique values
0 missing
X3numeric42 unique values
0 missing
piPC04numeric35 unique values
0 missing
X3solnumeric43 unique values
0 missing
piPC05numeric40 unique values
0 missing
X3vnumeric50 unique values
0 missing
piPC06numeric39 unique values
0 missing
X4numeric42 unique values
0 missing
piPC07numeric41 unique values
0 missing
X4solnumeric43 unique values
0 missing
piPC08numeric42 unique values
0 missing
X4vnumeric50 unique values
0 missing
piPC09numeric42 unique values
0 missing
X5numeric41 unique values
0 missing
piPC10numeric41 unique values
0 missing
X5solnumeric42 unique values
0 missing
Psi_e_0numeric51 unique values
0 missing
X5vnumeric51 unique values
0 missing
Psi_i_0numeric49 unique values
0 missing
Xindexnumeric31 unique values
0 missing
Psi_i_snumeric48 unique values
0 missing
ZM1numeric24 unique values
0 missing
P_VSA_MR_2numeric19 unique values
0 missing
ZM1Madnumeric50 unique values
0 missing
P_VSA_MR_3numeric7 unique values
0 missing
ZM2numeric35 unique values
0 missing
RDCHInumeric41 unique values
0 missing
ZM2Madnumeric51 unique values
0 missing
RDSQnumeric42 unique values
0 missing
ATSC7enumeric51 unique values
0 missing
S0Knumeric39 unique values
0 missing
ATSC8inumeric50 unique values
0 missing
SCBOnumeric23 unique values
0 missing
ATSC8snumeric51 unique values
0 missing
SdOnumeric47 unique values
0 missing
Chi1_EA.dm.numeric45 unique values
0 missing
SM02_AEA.bo.numeric31 unique values
0 missing
Eig01_AEA.dm.numeric11 unique values
0 missing
SM02_EA.bo.numeric31 unique values
0 missing
Eig03_AEA.dm.numeric34 unique values
0 missing
SM04_AEA.dm.numeric36 unique values
0 missing
Eig04_AEA.dm.numeric34 unique values
0 missing
SM04_EA.bo.numeric36 unique values
0 missing
Eig04_AEA.ri.numeric29 unique values
0 missing
SM05_AEA.ri.numeric36 unique values
0 missing
Eig04_EA.ri.numeric36 unique values
0 missing
SM06_EA.bo.numeric36 unique values
0 missing
Eig06_EA.bo.numeric36 unique values
0 missing
SM07_EA.bo.numeric38 unique values
0 missing
Eta_FLnumeric48 unique values
0 missing
SM08_AEA.dm.numeric25 unique values
0 missing
GATS1enumeric44 unique values
0 missing
SM08_EA.bo.numeric41 unique values
0 missing
GATS1snumeric43 unique values
0 missing
SM09_AEA.ri.numeric31 unique values
0 missing
MPC09numeric36 unique values
0 missing
SM09_EA.bo.numeric39 unique values
0 missing
MPC10numeric37 unique values
0 missing
SM10_EA.bo.numeric41 unique values
0 missing
PCDnumeric38 unique values
0 missing
SM11_AEA.ri.numeric19 unique values
0 missing
PCRnumeric34 unique values
0 missing
SM11_EA.bo.numeric39 unique values
0 missing
PDInumeric33 unique values
0 missing
SM12_EA.bo.numeric39 unique values
0 missing
P_VSA_LogP_5numeric34 unique values
0 missing
SM13_AEA.ri.numeric23 unique values
0 missing
Rperimnumeric10 unique values
0 missing
SM13_EA.bo.numeric39 unique values
0 missing
SM02_EA.dm.numeric18 unique values
0 missing
SM14_AEA.ri.numeric30 unique values
0 missing
SM04_EA.dm.numeric19 unique values
0 missing
SM14_EA.bo.numeric37 unique values
0 missing
SM05_EA.bo.numeric34 unique values
0 missing
SM15_AEA.ri.numeric34 unique values
0 missing
SM06_EA.dm.numeric17 unique values
0 missing
SM15_EA.bo.numeric39 unique values
0 missing
SM08_EA.dm.numeric12 unique values
0 missing
SNarnumeric29 unique values
0 missing
SM10_EA.dm.numeric11 unique values
0 missing
SpAD_EA.bo.numeric42 unique values
0 missing
SpAD_EA.dm.numeric19 unique values
0 missing
SpDiam_EA.bo.numeric19 unique values
0 missing
SpDiam_AEA.dm.numeric11 unique values
0 missing
SpMax3_Bh.m.numeric40 unique values
0 missing
SpMax7_Bh.s.numeric35 unique values
0 missing
SpMax3_Bh.p.numeric39 unique values
0 missing
SpMax_AEA.dm.numeric11 unique values
0 missing
SpMax3_Bh.v.numeric39 unique values
0 missing
TIC1numeric47 unique values
0 missing
SpMax5_Bh.m.numeric41 unique values
0 missing
ZM1Kupnumeric49 unique values
0 missing
SpMax5_Bh.p.numeric33 unique values
0 missing
ATS7pnumeric46 unique values
0 missing
SpMax7_Bh.m.numeric41 unique values
0 missing
Eig09_AEA.bo.numeric35 unique values
0 missing
SpMax8_Bh.s.numeric35 unique values
0 missing
Eig11_EA.ed.numeric36 unique values
0 missing
SpMaxA_AEA.bo.numeric25 unique values
0 missing
Eig12_AEA.bo.numeric29 unique values
0 missing
SpMax_EA.bo.numeric19 unique values
0 missing
Eig12_AEA.ri.numeric29 unique values
0 missing
Svnumeric45 unique values
0 missing
Eig12_EAnumeric26 unique values
0 missing
TIC0numeric42 unique values
0 missing
Eig12_EA.bo.numeric26 unique values
0 missing
X0numeric32 unique values
0 missing
Eig12_EA.ri.numeric30 unique values
0 missing
X0solnumeric35 unique values
0 missing
Eig13_AEA.bo.numeric27 unique values
0 missing
X0vnumeric49 unique values
0 missing
Eig13_EA.ed.numeric30 unique values
0 missing
X1numeric38 unique values
0 missing
SM06_AEA.dm.numeric26 unique values
0 missing
X1Madnumeric51 unique values
0 missing
SM06_AEA.ri.numeric36 unique values
0 missing
X1solnumeric41 unique values
0 missing
SM08_AEA.ri.numeric30 unique values
0 missing
XMODnumeric51 unique values
0 missing
SpMax5_Bh.v.numeric34 unique values
0 missing
Xtnumeric26 unique values
0 missing
VvdwMGnumeric45 unique values
0 missing
Xunumeric42 unique values
0 missing
VvdwZAZnumeric45 unique values
0 missing
ZM1MulPernumeric47 unique values
0 missing
Vxnumeric45 unique values
0 missing
ZM1Pernumeric47 unique values
0 missing
ALOGPnumeric50 unique values
0 missing
ZM1Vnumeric42 unique values
0 missing
ALOGP2numeric50 unique values
0 missing
ZM2Kupnumeric51 unique values
0 missing
ARRnumeric25 unique values
0 missing
ZM2MulPernumeric47 unique values
0 missing
ATS7enumeric49 unique values
0 missing
ZM2Pernumeric47 unique values
0 missing
ATS7inumeric49 unique values
0 missing
ZM2Vnumeric44 unique values
0 missing
ATS8enumeric49 unique values
0 missing
ATS1mnumeric42 unique values
0 missing
ATSC6inumeric49 unique values
0 missing
ATS1pnumeric41 unique values
0 missing
ATSC6pnumeric51 unique values
0 missing
ATS1vnumeric45 unique values
0 missing
ATSC7inumeric50 unique values
0 missing
ATS2mnumeric49 unique values
0 missing
ATSC7pnumeric51 unique values
0 missing
ATS2pnumeric45 unique values
0 missing
ATSC7snumeric51 unique values
0 missing
ATS2snumeric49 unique values
0 missing
ATSC8vnumeric51 unique values
0 missing
ATS2vnumeric44 unique values
0 missing
BLTA96numeric37 unique values
0 missing
ATS3mnumeric46 unique values
0 missing
BLTD48numeric38 unique values
0 missing
ATS3pnumeric48 unique values
0 missing
BLTF96numeric37 unique values
0 missing
ATS3snumeric47 unique values
0 missing
C.024numeric11 unique values
0 missing
ATS3vnumeric48 unique values
0 missing
C.025numeric5 unique values
0 missing
ATS4mnumeric48 unique values
0 missing
C.040numeric3 unique values
0 missing
ATS4snumeric47 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
ATS4vnumeric50 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
ATS5snumeric50 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
BBInumeric25 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
Chi1_EA.bo.numeric41 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
DELSnumeric51 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
Eig01_AEA.bo.numeric18 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
Eig02_AEA.bo.numeric31 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
Eig02_AEA.dm.numeric28 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
Eig02_AEA.ri.numeric37 unique values
0 missing
CATS2D_08_ALnumeric14 unique values
0 missing
Eig02_EAnumeric32 unique values
0 missing
Chi0_EA.ed.numeric42 unique values
0 missing
Eig02_EA.bo.numeric25 unique values
0 missing
Chi1_EA.ed.numeric42 unique values
0 missing
Eig02_EA.ri.numeric35 unique values
0 missing
DBInumeric17 unique values
0 missing
Eig03_AEA.ed.numeric32 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
Eig03_AEA.ri.numeric41 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
Eig03_EAnumeric36 unique values
0 missing
Eig04_EA.dm.numeric11 unique values
0 missing
Eig03_EA.ed.numeric32 unique values
0 missing
Eig11_AEA.bo.numeric30 unique values
0 missing
Eig03_EA.ri.numeric35 unique values
0 missing
Eig11_AEA.ri.numeric28 unique values
0 missing
Eig04_AEA.ed.numeric31 unique values
0 missing
Eig11_EAnumeric30 unique values
0 missing
Eig04_EAnumeric30 unique values
0 missing
Eig11_EA.bo.numeric35 unique values
0 missing
Eig04_EA.ed.numeric34 unique values
0 missing
Eig11_EA.ri.numeric29 unique values
0 missing
Eig05_AEA.bo.numeric34 unique values
0 missing
Eig12_AEA.dm.numeric31 unique values
0 missing
Eig05_AEA.dm.numeric38 unique values
0 missing
Eig12_EA.ed.numeric33 unique values
0 missing
Eig05_AEA.ed.numeric37 unique values
0 missing
Eig13_AEA.ri.numeric36 unique values
0 missing
Eig05_AEA.ri.numeric42 unique values
0 missing
Eig13_EAnumeric29 unique values
0 missing
Eig05_EAnumeric38 unique values
0 missing
Eig13_EA.bo.numeric30 unique values
0 missing
Eig05_EA.ed.numeric37 unique values
0 missing
Eig13_EA.ri.numeric34 unique values
0 missing
Eig06_AEA.bo.numeric36 unique values
0 missing
GATS5mnumeric46 unique values
0 missing
Eig06_AEA.dm.numeric36 unique values
0 missing
GATS8pnumeric47 unique values
0 missing
Eig06_AEA.ed.numeric35 unique values
0 missing
GATS8vnumeric48 unique values
0 missing
Eig06_AEA.ri.numeric44 unique values
0 missing
Hynumeric38 unique values
0 missing
Eig06_EAnumeric36 unique values
0 missing
IDDEnumeric35 unique values
0 missing
Eig06_EA.ed.numeric39 unique values
0 missing
LLS_02numeric4 unique values
0 missing
Eig06_EA.ri.numeric42 unique values
0 missing
MATS1enumeric35 unique values
0 missing
Eig07_AEA.bo.numeric35 unique values
0 missing
MATS1snumeric32 unique values
0 missing
Eig07_AEA.dm.numeric41 unique values
0 missing
MATS2enumeric49 unique values
0 missing
Eig07_AEA.ed.numeric36 unique values
0 missing
MATS3enumeric41 unique values
0 missing
Eig07_AEA.ri.numeric42 unique values
0 missing
MATS3snumeric43 unique values
0 missing
Eig07_EAnumeric35 unique values
0 missing
MATS8pnumeric48 unique values
0 missing
Eig07_EA.bo.numeric35 unique values
0 missing
MATS8vnumeric42 unique values
0 missing
Eig07_EA.ed.numeric35 unique values
0 missing
MDDDnumeric42 unique values
0 missing
Eig07_EA.ri.numeric39 unique values
0 missing
MLOGPnumeric38 unique values
0 missing
Eig08_AEA.dm.numeric43 unique values
0 missing
MLOGP2numeric38 unique values
0 missing
Eig08_AEA.ed.numeric38 unique values
0 missing
N.072numeric3 unique values
0 missing
Eig08_AEA.ri.numeric45 unique values
0 missing
NaaCHnumeric12 unique values
0 missing
Eig08_EAnumeric42 unique values
0 missing
nABnumeric6 unique values
0 missing
Eig08_EA.ed.numeric41 unique values
0 missing
nBMnumeric6 unique values
0 missing
Eig08_EA.ri.numeric48 unique values
0 missing
nBnznumeric3 unique values
0 missing
Eig09_AEA.dm.numeric39 unique values
0 missing
nCnumeric12 unique values
0 missing
Eig09_AEA.ed.numeric37 unique values
0 missing
nCarnumeric7 unique values
0 missing
Eig09_AEA.ri.numeric36 unique values
0 missing
nCbHnumeric9 unique values
0 missing
Eig09_EAnumeric33 unique values
0 missing
nCsp2numeric7 unique values
0 missing
Eig09_EA.ed.numeric40 unique values
0 missing
nDBnumeric3 unique values
0 missing
Eig10_AEA.dm.numeric35 unique values
0 missing
NdOnumeric3 unique values
0 missing
Eig10_AEA.ed.numeric32 unique values
0 missing
NdssCnumeric3 unique values
0 missing
Eig12_AEA.ed.numeric37 unique values
0 missing
nNnumeric5 unique values
0 missing
Eig13_AEA.ed.numeric31 unique values
0 missing
nOHpnumeric2 unique values
0 missing
Eig14_AEA.ed.numeric29 unique values
0 missing
nOHsnumeric3 unique values
0 missing
Eig15_AEA.bo.numeric30 unique values
0 missing
nROHnumeric3 unique values
0 missing
Eig15_AEA.ed.numeric23 unique values
0 missing
NsOHnumeric4 unique values
0 missing
Eig15_AEA.ri.numeric31 unique values
0 missing
O.056numeric3 unique values
0 missing
Eta_Bnumeric32 unique values
0 missing
O.058numeric3 unique values
0 missing
GGI1numeric16 unique values
0 missing
P_VSA_e_2numeric47 unique values
0 missing
GGI10numeric36 unique values
0 missing
P_VSA_e_3numeric15 unique values
0 missing
GGI3numeric32 unique values
0 missing
P_VSA_e_5numeric11 unique values
0 missing
GGI9numeric38 unique values
0 missing
P_VSA_i_2numeric47 unique values
0 missing
GMTInumeric42 unique values
0 missing
P_VSA_i_4numeric16 unique values
0 missing
GMTIVnumeric47 unique values
0 missing
P_VSA_LogP_3numeric17 unique values
0 missing
JGI10numeric8 unique values
0 missing
P_VSA_LogP_4numeric12 unique values
0 missing
JGI8numeric9 unique values
0 missing
P_VSA_m_2numeric49 unique values
0 missing
MPC01numeric18 unique values
0 missing
P_VSA_m_3numeric16 unique values
0 missing
MPC02numeric25 unique values
0 missing
P_VSA_MR_6numeric35 unique values
0 missing
MPC03numeric25 unique values
0 missing
P_VSA_p_2numeric20 unique values
0 missing
MPC04numeric29 unique values
0 missing
P_VSA_p_3numeric47 unique values
0 missing
MPC05numeric33 unique values
0 missing
P_VSA_s_3numeric43 unique values
0 missing
MPC06numeric30 unique values
0 missing
P_VSA_s_4numeric35 unique values
0 missing
MPC07numeric31 unique values
0 missing
P_VSA_v_3numeric47 unique values
0 missing
MPC08numeric36 unique values
0 missing
S1Knumeric44 unique values
0 missing
MWC01numeric18 unique values
0 missing
S2Knumeric44 unique values
0 missing
MWC02numeric24 unique values
0 missing
S3Knumeric48 unique values
0 missing
MWC03numeric35 unique values
0 missing
SaaCHnumeric49 unique values
0 missing
MWC04numeric37 unique values
0 missing
SAdonnumeric9 unique values
0 missing
MWC05numeric40 unique values
0 missing
SM03_EA.dm.numeric11 unique values
0 missing
MWC06numeric40 unique values
0 missing
SM05_AEA.dm.numeric30 unique values
0 missing
MWC07numeric42 unique values
0 missing
SM05_EA.dm.numeric11 unique values
0 missing
MWC08numeric40 unique values
0 missing
SM07_AEA.dm.numeric29 unique values
0 missing
MWC09numeric41 unique values
0 missing
SM07_AEA.ri.numeric33 unique values
0 missing
MWC10numeric42 unique values
0 missing
SM07_EA.dm.numeric11 unique values
0 missing
nBOnumeric18 unique values
0 missing
SM09_EA.dm.numeric10 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
66
Number of instances (rows) of the dataset.
NumberOfFeatures
590
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
589
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
8.94
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.81
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
-1.27
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.38
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
163.54
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-1.55
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.37
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.91
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
10
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.97
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
50637.97
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
3.38
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
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
12.02
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.29
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
2.85
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
-0.69
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
28873.78
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.09
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
3.2
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
2.17
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
1.99
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
314.35
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-2.07
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.43
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-CHEMBL2063
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2063
0 runs - estimation_procedure: 50 times Clustering
Define a new task