Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814

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: CHEMBL2814 (TID: 11899), and it has 41 rows and 606 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.

608 features

pXC50 (target)numeric33 unique values
0 missing
molecule_id (row identifier)nominal41 unique values
0 missing
P_VSA_v_2numeric18 unique values
0 missing
JGI3numeric14 unique values
0 missing
MATS7snumeric28 unique values
0 missing
Qindexnumeric13 unique values
0 missing
MATS4enumeric30 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
Ramnumeric8 unique values
0 missing
MATS4snumeric29 unique values
0 missing
SM11_AEA.ri.numeric11 unique values
0 missing
RDSQnumeric22 unique values
0 missing
MATS5enumeric28 unique values
0 missing
SM11_EA.ri.numeric32 unique values
0 missing
Rperimnumeric8 unique values
0 missing
MATS5snumeric28 unique values
0 missing
SM14_EA.bo.numeric20 unique values
0 missing
SaaaCnumeric38 unique values
0 missing
MATS8vnumeric34 unique values
0 missing
SM15_EA.bo.numeric18 unique values
0 missing
SAaccnumeric18 unique values
0 missing
nHnumeric12 unique values
0 missing
SpDiam_EA.bo.numeric11 unique values
0 missing
SaaNHnumeric22 unique values
0 missing
nR10numeric4 unique values
0 missing
SpMax1_Bh.p.numeric13 unique values
0 missing
SaasNnumeric25 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
SpMax1_Bh.v.numeric11 unique values
0 missing
SAdonnumeric9 unique values
0 missing
RBFnumeric21 unique values
0 missing
SpMax_EA.bo.numeric11 unique values
0 missing
SCBOnumeric16 unique values
0 missing
SIC2numeric32 unique values
0 missing
SRW09numeric5 unique values
0 missing
SdsCHnumeric12 unique values
0 missing
SM08_EA.ed.numeric19 unique values
0 missing
X4Anumeric9 unique values
0 missing
SM02_AEA.bo.numeric17 unique values
0 missing
SM09_EA.ed.numeric19 unique values
0 missing
X5Anumeric9 unique values
0 missing
SM02_AEA.ed.numeric19 unique values
0 missing
SM10_AEA.dm.numeric7 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
SM02_AEA.ri.numeric19 unique values
0 missing
SM10_EA.ed.numeric18 unique values
0 missing
nCsnumeric6 unique values
0 missing
SM02_EAnumeric15 unique values
0 missing
SM11_EA.ed.numeric17 unique values
0 missing
SpMin1_Bh.s.numeric12 unique values
0 missing
SM02_EA.bo.numeric18 unique values
0 missing
SM12_EAnumeric21 unique values
0 missing
GATS4snumeric30 unique values
0 missing
SM02_EA.ed.numeric22 unique values
0 missing
SM12_EA.ed.numeric15 unique values
0 missing
JGI1numeric18 unique values
0 missing
SM02_EA.ri.numeric29 unique values
0 missing
SM13_AEA.ed.numeric21 unique values
0 missing
MATS7enumeric29 unique values
0 missing
SM03_AEA.bo.numeric19 unique values
0 missing
SM13_EAnumeric21 unique values
0 missing
nCrtnumeric3 unique values
0 missing
SM03_AEA.ed.numeric20 unique values
0 missing
SM13_EA.ed.numeric16 unique values
0 missing
SM11_EAnumeric21 unique values
0 missing
SM03_AEA.ri.numeric19 unique values
0 missing
SM14_AEA.ed.numeric21 unique values
0 missing
SpMAD_EA.dm.numeric19 unique values
0 missing
SM03_EAnumeric8 unique values
0 missing
SM14_EA.ed.numeric15 unique values
0 missing
SpMaxA_EA.dm.numeric15 unique values
0 missing
SM03_EA.bo.numeric11 unique values
0 missing
SM15_AEA.ed.numeric20 unique values
0 missing
AACnumeric24 unique values
0 missing
SM03_EA.ed.numeric16 unique values
0 missing
SM15_EA.ed.numeric13 unique values
0 missing
ARRnumeric16 unique values
0 missing
SM03_EA.ri.numeric17 unique values
0 missing
SpDiam_EA.ed.numeric7 unique values
0 missing
ATS2mnumeric29 unique values
0 missing
SM04_AEA.bo.numeric21 unique values
0 missing
SpMax1_Bh.s.numeric6 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
SM04_AEA.dm.numeric21 unique values
0 missing
SpMax_AEA.ed.numeric7 unique values
0 missing
ATSC1enumeric24 unique values
0 missing
SM04_AEA.ed.numeric20 unique values
0 missing
SpMax_EA.ed.numeric7 unique values
0 missing
ATSC1snumeric34 unique values
0 missing
SM04_AEA.ri.numeric22 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
ATSC3enumeric38 unique values
0 missing
SM04_EAnumeric19 unique values
0 missing
MATS3pnumeric31 unique values
0 missing
ATSC4enumeric40 unique values
0 missing
SM04_EA.bo.numeric21 unique values
0 missing
AECCnumeric22 unique values
0 missing
BBInumeric15 unique values
0 missing
SM04_EA.ed.numeric20 unique values
0 missing
AMRnumeric30 unique values
0 missing
BLTA96numeric22 unique values
0 missing
SM04_EA.ri.numeric33 unique values
0 missing
ATS1enumeric24 unique values
0 missing
BLTD48numeric22 unique values
0 missing
SM05_AEA.bo.numeric21 unique values
0 missing
ATS1inumeric25 unique values
0 missing
BLTF96numeric22 unique values
0 missing
SM05_AEA.dm.numeric19 unique values
0 missing
ATS1mnumeric25 unique values
0 missing
C.008numeric5 unique values
0 missing
SM05_AEA.ed.numeric21 unique values
0 missing
ATS1pnumeric25 unique values
0 missing
C.009numeric2 unique values
0 missing
SM05_AEA.ri.numeric22 unique values
0 missing
ATS1snumeric33 unique values
0 missing
C.016numeric3 unique values
0 missing
SM05_EAnumeric18 unique values
0 missing
ATS1vnumeric25 unique values
0 missing
C.017numeric3 unique values
0 missing
SM05_EA.bo.numeric20 unique values
0 missing
ATS2enumeric26 unique values
0 missing
C.024numeric11 unique values
0 missing
SM05_EA.ri.numeric31 unique values
0 missing
ATS2inumeric25 unique values
0 missing
C.025numeric7 unique values
0 missing
SM06_AEA.bo.numeric21 unique values
0 missing
ATS2pnumeric29 unique values
0 missing
C.034numeric3 unique values
0 missing
SM06_AEA.dm.numeric16 unique values
0 missing
ATS2snumeric33 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
SM06_AEA.ed.numeric20 unique values
0 missing
ATS2vnumeric30 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
SM06_AEA.ri.numeric21 unique values
0 missing
ATS3pnumeric35 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
SM06_EAnumeric21 unique values
0 missing
ATS3vnumeric33 unique values
0 missing
CATS2D_03_DAnumeric7 unique values
0 missing
SM06_EA.bo.numeric21 unique values
0 missing
ATS4enumeric34 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
SM06_EA.ri.numeric36 unique values
0 missing
ATS4inumeric36 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
SM07_AEA.bo.numeric21 unique values
0 missing
ATS4pnumeric39 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
SM07_AEA.dm.numeric21 unique values
0 missing
ATS4snumeric38 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
SM07_AEA.ed.numeric22 unique values
0 missing
ATS4vnumeric39 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
SM07_AEA.ri.numeric20 unique values
0 missing
ATS5mnumeric35 unique values
0 missing
CATS2D_05_ALnumeric13 unique values
0 missing
SM07_EAnumeric21 unique values
0 missing
ATS5pnumeric40 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
SM07_EA.bo.numeric21 unique values
0 missing
ATS5vnumeric38 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
SM07_EA.ri.numeric32 unique values
0 missing
ATS6pnumeric38 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
SM08_AEA.bo.numeric22 unique values
0 missing
ATS6vnumeric35 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
SM08_AEA.dm.numeric19 unique values
0 missing
ATS7enumeric38 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
SM08_AEA.ed.numeric21 unique values
0 missing
ATS7inumeric38 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
SM08_AEA.ri.numeric21 unique values
0 missing
ATS7mnumeric37 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
SM08_EAnumeric22 unique values
0 missing
ATS7pnumeric35 unique values
0 missing
CATS2D_08_DLnumeric11 unique values
0 missing
SM08_EA.bo.numeric22 unique values
0 missing
ATS7snumeric33 unique values
0 missing
CATS2D_09_DAnumeric7 unique values
0 missing
SM08_EA.ri.numeric33 unique values
0 missing
ATS7vnumeric30 unique values
0 missing
CATS2D_09_DDnumeric5 unique values
0 missing
SM09_AEA.dm.numeric20 unique values
0 missing
ATS8pnumeric37 unique values
0 missing
CATS2D_09_DLnumeric11 unique values
0 missing
SM09_AEA.ri.numeric19 unique values
0 missing
ATS8vnumeric35 unique values
0 missing
Chi1_EA.ri.numeric38 unique values
0 missing
SM09_EAnumeric22 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
D.Dtr05numeric20 unique values
0 missing
SM09_EA.bo.numeric22 unique values
0 missing
ATSC2enumeric30 unique values
0 missing
D.Dtr06numeric22 unique values
0 missing
SM09_EA.ri.numeric35 unique values
0 missing
ATSC2inumeric30 unique values
0 missing
D.Dtr09numeric20 unique values
0 missing
SM10_AEA.ri.numeric18 unique values
0 missing
ATSC2snumeric38 unique values
0 missing
D.Dtr12numeric12 unique values
0 missing
SM10_EAnumeric22 unique values
0 missing
ATSC3inumeric37 unique values
0 missing
DLS_04numeric9 unique values
0 missing
SM10_EA.bo.numeric21 unique values
0 missing
ATSC3pnumeric38 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
SM10_EA.ri.numeric35 unique values
0 missing
ATSC3snumeric40 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
SM11_EA.bo.numeric22 unique values
0 missing
ATSC4inumeric37 unique values
0 missing
Eig03_AEA.bo.numeric13 unique values
0 missing
SM12_AEA.bo.numeric14 unique values
0 missing
ATSC4mnumeric40 unique values
0 missing
Eig03_EA.bo.numeric13 unique values
0 missing
SM12_AEA.ri.numeric9 unique values
0 missing
ATSC4pnumeric41 unique values
0 missing
Eig03_EA.ri.numeric13 unique values
0 missing
SM12_EA.bo.numeric21 unique values
0 missing
ATSC4snumeric41 unique values
0 missing
Eig04_AEA.bo.numeric16 unique values
0 missing
SM12_EA.ri.numeric31 unique values
0 missing
ATSC5enumeric40 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
SM13_AEA.dm.numeric12 unique values
0 missing
ATSC5mnumeric41 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
SM13_AEA.ri.numeric13 unique values
0 missing
ATSC5snumeric41 unique values
0 missing
Eig04_EAnumeric14 unique values
0 missing
SM13_EA.bo.numeric21 unique values
0 missing
ATSC6inumeric38 unique values
0 missing
Eig04_EA.bo.numeric20 unique values
0 missing
SM13_EA.ri.numeric30 unique values
0 missing
ATSC6mnumeric41 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
SM14_AEA.dm.numeric17 unique values
0 missing
ATSC6pnumeric41 unique values
0 missing
Eig04_EA.ri.numeric14 unique values
0 missing
SM14_AEA.ri.numeric20 unique values
0 missing
ATSC7enumeric38 unique values
0 missing
Eig05_AEA.bo.numeric19 unique values
0 missing
SM14_EA.ri.numeric26 unique values
0 missing
ATSC7inumeric38 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
SM15_AEA.dm.numeric19 unique values
0 missing
ATSC7mnumeric41 unique values
0 missing
Eig05_EA.bo.numeric19 unique values
0 missing
SM15_AEA.ri.numeric19 unique values
0 missing
ATSC7pnumeric39 unique values
0 missing
Eig05_EA.ed.numeric17 unique values
0 missing
SM15_EA.ri.numeric25 unique values
0 missing
ATSC7snumeric41 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
SNarnumeric16 unique values
0 missing
ATSC7vnumeric41 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
SpAD_AEA.bo.numeric22 unique values
0 missing
ATSC8enumeric40 unique values
0 missing
Eig06_EA.ed.numeric19 unique values
0 missing
SpAD_AEA.dm.numeric25 unique values
0 missing
ATSC8mnumeric40 unique values
0 missing
Eig07_AEA.ed.numeric16 unique values
0 missing
SpAD_AEA.ed.numeric22 unique values
0 missing
ATSC8pnumeric38 unique values
0 missing
Eig07_EA.bo.numeric14 unique values
0 missing
SpAD_AEA.ri.numeric37 unique values
0 missing
ATSC8snumeric40 unique values
0 missing
Eig07_EA.ed.numeric19 unique values
0 missing
SpAD_EAnumeric21 unique values
0 missing
BIDnumeric16 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
SpAD_EA.bo.numeric23 unique values
0 missing
BLInumeric24 unique values
0 missing
Eig08_EA.ed.numeric19 unique values
0 missing
SpAD_EA.ed.numeric22 unique values
0 missing
C.002numeric5 unique values
0 missing
Eig09_AEA.bo.numeric22 unique values
0 missing
SpAD_EA.ri.numeric36 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
SpDiam_AEA.bo.numeric9 unique values
0 missing
Eig09_EA.bo.numeric18 unique values
0 missing
SpMax1_Bh.e.numeric12 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
SpMax1_Bh.i.numeric12 unique values
0 missing
Eig10_AEA.bo.numeric20 unique values
0 missing
SpMax2_Bh.e.numeric14 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
SpMax2_Bh.i.numeric15 unique values
0 missing
Eig10_AEA.ed.numeric21 unique values
0 missing
SpMax2_Bh.m.numeric14 unique values
0 missing
Eig10_EAnumeric21 unique values
0 missing
SpMax2_Bh.p.numeric12 unique values
0 missing
Eig10_EA.bo.numeric19 unique values
0 missing
SpMax2_Bh.v.numeric12 unique values
0 missing
Eig10_EA.ed.numeric22 unique values
0 missing
SpMax3_Bh.e.numeric33 unique values
0 missing
Eig10_EA.ri.numeric32 unique values
0 missing
SpMax3_Bh.i.numeric30 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
SpMax3_Bh.m.numeric32 unique values
0 missing
Eig11_AEA.dm.numeric19 unique values
0 missing
SpMax4_Bh.e.numeric15 unique values
0 missing
Eig11_AEA.ed.numeric18 unique values
0 missing
SpMax4_Bh.i.numeric12 unique values
0 missing
Eig11_AEA.ri.numeric29 unique values
0 missing
SpMax4_Bh.m.numeric16 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
SpMax4_Bh.v.numeric13 unique values
0 missing
Eig11_EA.bo.numeric22 unique values
0 missing
SpMaxA_AEA.dm.numeric16 unique values
0 missing
Eig11_EA.ed.numeric21 unique values
0 missing
SpMax_AEA.bo.numeric9 unique values
0 missing
Eig11_EA.ri.numeric24 unique values
0 missing
SpMin2_Bh.e.numeric13 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
SpMin2_Bh.i.numeric14 unique values
0 missing
Eig12_AEA.dm.numeric21 unique values
0 missing
SpMin3_Bh.e.numeric24 unique values
0 missing
Eig12_AEA.ed.numeric18 unique values
0 missing
SpMin3_Bh.i.numeric20 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
SpMin3_Bh.p.numeric21 unique values
0 missing
Eig12_EAnumeric16 unique values
0 missing
SpMin3_Bh.v.numeric18 unique values
0 missing
Eig12_EA.bo.numeric18 unique values
0 missing
SpMin4_Bh.e.numeric12 unique values
0 missing
Eig12_EA.ed.numeric20 unique values
0 missing
SpMin4_Bh.i.numeric18 unique values
0 missing
Eig12_EA.ri.numeric18 unique values
0 missing
SpMin4_Bh.p.numeric18 unique values
0 missing
Eig13_AEA.bo.numeric19 unique values
0 missing
SpMin4_Bh.v.numeric18 unique values
0 missing
Eig13_AEA.dm.numeric20 unique values
0 missing
SRW04numeric16 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
SRW05numeric4 unique values
0 missing
Eig13_AEA.ri.numeric27 unique values
0 missing
SRW06numeric20 unique values
0 missing
Eig13_EAnumeric21 unique values
0 missing
SRW07numeric4 unique values
0 missing
Eig13_EA.bo.numeric17 unique values
0 missing
SRW08numeric22 unique values
0 missing
Eig13_EA.ed.numeric21 unique values
0 missing
SRW10numeric21 unique values
0 missing
Eig13_EA.ri.numeric27 unique values
0 missing
SsOHnumeric41 unique values
0 missing
Eig14_AEA.bo.numeric18 unique values
0 missing
SssCH2numeric40 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
SssOnumeric34 unique values
0 missing
Eig14_AEA.ri.numeric29 unique values
0 missing
SsssCHnumeric31 unique values
0 missing
Eig14_EAnumeric19 unique values
0 missing
TPCnumeric18 unique values
0 missing
Eig14_EA.bo.numeric20 unique values
0 missing
TRSnumeric9 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
TWCnumeric22 unique values
0 missing
Eig14_EA.ri.numeric30 unique values
0 missing
Ucnumeric11 unique values
0 missing
Eig15_AEA.bo.numeric21 unique values
0 missing
Uinumeric10 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
Vindexnumeric21 unique values
0 missing
Eig15_AEA.ri.numeric28 unique values
0 missing
Wapnumeric19 unique values
0 missing
Eig15_EAnumeric20 unique values
0 missing
X3numeric22 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
X3solnumeric23 unique values
0 missing
Eig15_EA.ed.numeric18 unique values
0 missing
X4numeric22 unique values
0 missing
Eig15_EA.ri.numeric31 unique values
0 missing
X4solnumeric23 unique values
0 missing
Eta_betanumeric21 unique values
0 missing
X4vnumeric40 unique values
0 missing
Eta_betaPnumeric12 unique values
0 missing
X5numeric22 unique values
0 missing
Eta_Fnumeric41 unique values
0 missing
X5solnumeric23 unique values
0 missing
Eta_F_Anumeric33 unique values
0 missing
X5vnumeric39 unique values
0 missing
Eta_FLnumeric35 unique values
0 missing
Xindexnumeric22 unique values
0 missing
Eta_sh_xnumeric9 unique values
0 missing
Xtnumeric16 unique values
0 missing
Eta_sh_ynumeric21 unique values
0 missing
Yindexnumeric22 unique values
0 missing
GATS2snumeric29 unique values
0 missing
ZM1numeric16 unique values
0 missing
GATS5pnumeric37 unique values
0 missing
ZM1Kupnumeric25 unique values
0 missing
GATS5vnumeric39 unique values
0 missing
ZM1Pernumeric38 unique values
0 missing
GATS6mnumeric31 unique values
0 missing
ZM1Vnumeric24 unique values
0 missing
GATS6vnumeric35 unique values
0 missing
ZM2numeric20 unique values
0 missing
GGI3numeric15 unique values
0 missing
ZM2Kupnumeric34 unique values
0 missing
GGI4numeric19 unique values
0 missing
ZM2Madnumeric38 unique values
0 missing
GGI5numeric20 unique values
0 missing
ZM2MulPernumeric39 unique values
0 missing
GGI6numeric19 unique values
0 missing
ZM2Pernumeric40 unique values
0 missing
GGI7numeric19 unique values
0 missing
ZM2Vnumeric31 unique values
0 missing
GGI8numeric19 unique values
0 missing
ATS3mnumeric32 unique values
0 missing
GGI9numeric19 unique values
0 missing
GATS4enumeric32 unique values
0 missing
H.048numeric4 unique values
0 missing
GATS7enumeric38 unique values
0 missing
H.050numeric7 unique values
0 missing
GATS7snumeric38 unique values
0 missing
Hynumeric25 unique values
0 missing
ATSC1pnumeric25 unique values
0 missing
IC0numeric24 unique values
0 missing
ATSC2pnumeric30 unique values
0 missing
IVDEnumeric16 unique values
0 missing
ATSC3vnumeric38 unique values
0 missing
JGI2numeric15 unique values
0 missing
ATSC8vnumeric40 unique values
0 missing
JGTnumeric22 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
LLS_02numeric4 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
MATS2enumeric28 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
MATS2mnumeric24 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
MATS2snumeric29 unique values
0 missing
Eig01_EA.ri.numeric7 unique values
0 missing
MATS5pnumeric39 unique values
0 missing
Eig06_AEA.ri.numeric23 unique values
0 missing
MATS5vnumeric36 unique values
0 missing
Eta_C_Anumeric33 unique values
0 missing
MAXDPnumeric38 unique values
0 missing
MATS1inumeric25 unique values
0 missing
MLOGPnumeric22 unique values
0 missing
MATS1mnumeric23 unique values
0 missing
MPC02numeric15 unique values
0 missing
MATS1pnumeric25 unique values
0 missing
MPC03numeric19 unique values
0 missing
MATS8enumeric32 unique values
0 missing
MPC04numeric21 unique values
0 missing
SM09_AEA.bo.numeric7 unique values
0 missing
MPC05numeric20 unique values
0 missing
SpDiam_EAnumeric7 unique values
0 missing
MPC06numeric20 unique values
0 missing
SpDiam_EA.ri.numeric7 unique values
0 missing
MPC07numeric22 unique values
0 missing
SpMax_AEA.ri.numeric6 unique values
0 missing
MPC08numeric21 unique values
0 missing
SpMax_EAnumeric7 unique values
0 missing
MPC09numeric22 unique values
0 missing
SpMax_EA.ri.numeric7 unique values
0 missing
MPC10numeric22 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
MWC02numeric16 unique values
0 missing
MATS6enumeric33 unique values
0 missing
MWC03numeric20 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
MWC04numeric22 unique values
0 missing
NaasCnumeric5 unique values
0 missing
MWC05numeric21 unique values
0 missing
nDBnumeric4 unique values
0 missing
MWC06numeric22 unique values
0 missing
P_VSA_MR_7numeric9 unique values
0 missing
MWC07numeric22 unique values
0 missing
SM03_EA.dm.numeric6 unique values
0 missing
MWC08numeric22 unique values
0 missing
SM05_EA.dm.numeric8 unique values
0 missing
MWC09numeric22 unique values
0 missing
SM07_EA.dm.numeric7 unique values
0 missing
MWC10numeric21 unique values
0 missing
SM09_EA.dm.numeric6 unique values
0 missing
N.067numeric2 unique values
0 missing
SM11_EA.dm.numeric6 unique values
0 missing
N.073numeric3 unique values
0 missing
SM13_EA.dm.numeric6 unique values
0 missing
NaaaCnumeric4 unique values
0 missing
SM14_EA.dm.numeric8 unique values
0 missing
NaaCHnumeric9 unique values
0 missing
SM15_EA.dm.numeric6 unique values
0 missing
NaaNHnumeric3 unique values
0 missing
SpMax2_Bh.s.numeric6 unique values
0 missing
NaasNnumeric2 unique values
0 missing
SpMax_EA.dm.numeric7 unique values
0 missing
nABnumeric7 unique values
0 missing
AMWnumeric24 unique values
0 missing
nArOHnumeric4 unique values
0 missing
C.001numeric5 unique values
0 missing
nBMnumeric11 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
nBnznumeric4 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
nCarnumeric8 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
nCb.numeric7 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
nCbHnumeric7 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
nCconjnumeric4 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
nCICnumeric8 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
nCIRnumeric8 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
nCrsnumeric4 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
nCsp2numeric8 unique values
0 missing
Eig09_EAnumeric22 unique values
0 missing
nCtnumeric4 unique values
0 missing
Eig10_AEA.ri.numeric31 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
NdssCnumeric4 unique values
0 missing
Eta_epsi_Anumeric19 unique values
0 missing
nHDonnumeric7 unique values
0 missing
GATS1enumeric23 unique values
0 missing
nN.Nnumeric2 unique values
0 missing
H.046numeric5 unique values
0 missing
nOHpnumeric4 unique values
0 missing
MATS6inumeric40 unique values
0 missing
nOHsnumeric3 unique values
0 missing
MPC01numeric16 unique values
0 missing
nPyrrolesnumeric3 unique values
0 missing
MWC01numeric16 unique values
0 missing
nR05numeric4 unique values
0 missing
nBOnumeric16 unique values
0 missing
nR09numeric3 unique values
0 missing
NsCH3numeric6 unique values
0 missing
nR12numeric2 unique values
0 missing
P_VSA_LogP_1numeric8 unique values
0 missing
nR.Csnumeric5 unique values
0 missing
P_VSA_s_4numeric26 unique values
0 missing
nR.Ctnumeric3 unique values
0 missing
SaaCHnumeric41 unique values
0 missing
nROHnumeric4 unique values
0 missing
SM03_AEA.dm.numeric22 unique values
0 missing
nRORnumeric2 unique values
0 missing
SM04_EA.dm.numeric13 unique values
0 missing
NRSnumeric3 unique values
0 missing
SM06_EA.dm.numeric11 unique values
0 missing
NsOHnumeric5 unique values
0 missing
SM08_EA.dm.numeric8 unique values
0 missing
O.056numeric4 unique values
0 missing
SM10_EA.dm.numeric8 unique values
0 missing
O.057numeric4 unique values
0 missing
SM12_EA.dm.numeric8 unique values
0 missing
PCDnumeric23 unique values
0 missing
SpMAD_EA.bo.numeric21 unique values
0 missing
PCRnumeric21 unique values
0 missing
SpMax3_Bh.v.numeric35 unique values
0 missing
piIDnumeric23 unique values
0 missing
SpMax5_Bh.e.numeric24 unique values
0 missing
piPC01numeric16 unique values
0 missing
SpMax5_Bh.m.numeric26 unique values
0 missing
piPC02numeric18 unique values
0 missing
SpMax5_Bh.p.numeric20 unique values
0 missing
piPC03numeric21 unique values
0 missing
SpMax5_Bh.v.numeric22 unique values
0 missing
piPC04numeric23 unique values
0 missing
SRW02numeric16 unique values
0 missing
piPC05numeric22 unique values
0 missing
SsCH3numeric13 unique values
0 missing
piPC06numeric22 unique values
0 missing
X0Avnumeric18 unique values
0 missing
piPC07numeric21 unique values
0 missing
X5Avnumeric7 unique values
0 missing
piPC08numeric19 unique values
0 missing
ATSC4vnumeric41 unique values
0 missing
piPC09numeric20 unique values
0 missing
BACnumeric14 unique values
0 missing
piPC10numeric21 unique values
0 missing
BIC1numeric28 unique values
0 missing
Polnumeric18 unique values
0 missing
BIC2numeric31 unique values
0 missing
P_VSA_e_5numeric10 unique values
0 missing
C.019numeric2 unique values
0 missing
P_VSA_LogP_2numeric11 unique values
0 missing
CIC1numeric29 unique values
0 missing
P_VSA_LogP_3numeric19 unique values
0 missing
CIC2numeric34 unique values
0 missing
P_VSA_LogP_6numeric5 unique values
0 missing
DBInumeric14 unique values
0 missing
P_VSA_m_3numeric10 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
P_VSA_MR_3numeric6 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
P_VSA_MR_4numeric2 unique values
0 missing
GATS2vnumeric25 unique values
0 missing
P_VSA_MR_6numeric25 unique values
0 missing
GATS3enumeric35 unique values
0 missing
P_VSA_p_2numeric18 unique values
0 missing
GATS4mnumeric35 unique values
0 missing
P_VSA_s_6numeric16 unique values
0 missing
GATS7inumeric37 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
41
Number of instances (rows) of the dataset.
NumberOfFeatures
608
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
607
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
5.41
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
-0.99
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
308693.44
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.42
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.84
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
1.92
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
3.86
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
921.91
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.87
First quartile of skewness among attributes of the numeric type.
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.
AutoCorrelation
-0.06
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.13
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
14.83
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-1.12
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.57
Second quartile (Median) of means 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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
516.33
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
-1.41
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.07
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.55
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
31.95
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-6.18
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
541828.29
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
4.88
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
11.03
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.66
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2814
0 runs - estimation_procedure: 50 times Clustering
Define a new task