Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503

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: CHEMBL4503 (TID: 12965), and it has 74 rows and 675 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.

677 features

pXC50 (target)numeric64 unique values
0 missing
molecule_id (row identifier)nominal74 unique values
0 missing
BLTF96numeric52 unique values
0 missing
Eig11_EA.ed.numeric36 unique values
0 missing
SM05_EA.ed.numeric46 unique values
0 missing
C.numeric36 unique values
0 missing
Eig11_EA.ri.numeric32 unique values
0 missing
SM09_AEA.ed.numeric49 unique values
0 missing
C.001numeric8 unique values
0 missing
Eig12_AEA.bo.numeric35 unique values
0 missing
SM09_EAnumeric46 unique values
0 missing
C.002numeric20 unique values
0 missing
Eig12_AEA.dm.numeric34 unique values
0 missing
SM10_AEA.ed.numeric47 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig12_AEA.ed.numeric32 unique values
0 missing
SM10_EAnumeric51 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig12_AEA.ri.numeric45 unique values
0 missing
SM10_EA.ri.numeric57 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig12_EAnumeric37 unique values
0 missing
SM11_AEA.ed.numeric47 unique values
0 missing
C.006numeric8 unique values
0 missing
Eig12_EA.bo.numeric39 unique values
0 missing
SM11_EA.ri.numeric52 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig12_EA.dm.numeric5 unique values
0 missing
SM12_AEA.ed.numeric45 unique values
0 missing
C.008numeric6 unique values
0 missing
Eig12_EA.ed.numeric40 unique values
0 missing
SM12_EA.ri.numeric54 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig12_EA.ri.numeric43 unique values
0 missing
GATS2snumeric45 unique values
0 missing
C.024numeric8 unique values
0 missing
Eig13_AEA.bo.numeric30 unique values
0 missing
SM11_EAnumeric47 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig13_AEA.dm.numeric30 unique values
0 missing
SM13_EA.ri.numeric51 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig13_AEA.ed.numeric42 unique values
0 missing
Eig01_AEA.dm.numeric20 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig13_AEA.ri.numeric46 unique values
0 missing
SpDiam_AEA.dm.numeric20 unique values
0 missing
C.040numeric6 unique values
0 missing
Eig13_EAnumeric43 unique values
0 missing
SpMax_AEA.dm.numeric20 unique values
0 missing
C.041numeric4 unique values
0 missing
Eig13_EA.bo.numeric39 unique values
0 missing
MATS6enumeric45 unique values
0 missing
CATS2D_00_DDnumeric9 unique values
0 missing
Eig13_EA.dm.numeric5 unique values
0 missing
MATS6snumeric43 unique values
0 missing
CATS2D_00_DPnumeric9 unique values
0 missing
Eig13_EA.ed.numeric44 unique values
0 missing
GATS3vnumeric41 unique values
0 missing
CATS2D_00_PPnumeric9 unique values
0 missing
Eig13_EA.ri.numeric43 unique values
0 missing
GATS3inumeric46 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_AEA.dm.numeric36 unique values
0 missing
SM06_EA.ed.numeric48 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_AEA.ed.numeric38 unique values
0 missing
SM13_AEA.ed.numeric45 unique values
0 missing
CATS2D_01_LLnumeric24 unique values
0 missing
Eig14_EA.dm.numeric5 unique values
0 missing
SM14_EA.ri.numeric48 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric31 unique values
0 missing
SpMin2_Bh.s.numeric33 unique values
0 missing
CATS2D_02_APnumeric7 unique values
0 missing
Eig15_EA.dm.numeric5 unique values
0 missing
SsCH3numeric47 unique values
0 missing
CATS2D_02_DAnumeric8 unique values
0 missing
Eta_alphanumeric53 unique values
0 missing
SM12_EAnumeric49 unique values
0 missing
CATS2D_02_DDnumeric4 unique values
0 missing
Eta_alpha_Anumeric21 unique values
0 missing
SssOnumeric15 unique values
0 missing
CATS2D_02_DLnumeric11 unique values
0 missing
Eta_Bnumeric37 unique values
0 missing
SM14_AEA.ed.numeric46 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
ATSC1inumeric56 unique values
0 missing
CATS2D_02_DPnumeric4 unique values
0 missing
Eta_betanumeric52 unique values
0 missing
Eig15_AEA.bo.numeric47 unique values
0 missing
CATS2D_02_LLnumeric20 unique values
0 missing
Eta_beta_Anumeric50 unique values
0 missing
SpMin6_Bh.p.numeric41 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_betaPnumeric19 unique values
0 missing
Eig15_AEA.ri.numeric44 unique values
0 missing
CATS2D_02_PLnumeric8 unique values
0 missing
Eta_betaP_Anumeric47 unique values
0 missing
Eig15_EAnumeric44 unique values
0 missing
CATS2D_02_PPnumeric4 unique values
0 missing
Eta_betaSnumeric49 unique values
0 missing
Eig15_EA.bo.numeric34 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
Eta_betaS_Anumeric27 unique values
0 missing
Eig15_EA.ed.numeric36 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
Eta_Cnumeric64 unique values
0 missing
Eig15_EA.ri.numeric41 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_C_Anumeric62 unique values
0 missing
SM09_AEA.dm.numeric44 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
Eta_epsinumeric56 unique values
0 missing
SM10_AEA.ri.numeric36 unique values
0 missing
CATS2D_03_DDnumeric6 unique values
0 missing
Eta_epsi_Anumeric41 unique values
0 missing
SpMin6_Bh.i.numeric51 unique values
0 missing
CATS2D_03_DLnumeric12 unique values
0 missing
Eta_Fnumeric64 unique values
0 missing
ATSC7inumeric58 unique values
0 missing
CATS2D_03_DPnumeric5 unique values
0 missing
Eta_F_Anumeric61 unique values
0 missing
MATS3inumeric50 unique values
0 missing
CATS2D_03_LLnumeric14 unique values
0 missing
Eta_FLnumeric46 unique values
0 missing
Eig14_EA.ed.numeric41 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_FL_Anumeric40 unique values
0 missing
SM09_AEA.ri.numeric41 unique values
0 missing
CATS2D_03_PLnumeric5 unique values
0 missing
Eta_Lnumeric60 unique values
0 missing
GATS8enumeric54 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
Eta_L_Anumeric43 unique values
0 missing
MATS8snumeric51 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_sh_pnumeric48 unique values
0 missing
MPC10numeric56 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
Eta_sh_xnumeric11 unique values
0 missing
SpMax2_Bh.s.numeric19 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
F.084numeric2 unique values
0 missing
Eig02_AEA.dm.numeric32 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
GATS1enumeric46 unique values
0 missing
SaaOnumeric10 unique values
0 missing
CATS2D_04_DLnumeric16 unique values
0 missing
GATS1inumeric47 unique values
0 missing
SpMin1_Bh.p.numeric32 unique values
0 missing
CATS2D_04_DPnumeric4 unique values
0 missing
GATS2enumeric50 unique values
0 missing
SpMin1_Bh.v.numeric31 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
GATS2inumeric52 unique values
0 missing
Chi0_EA.ed.numeric56 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS2pnumeric55 unique values
0 missing
Chi1_EA.ed.numeric56 unique values
0 missing
CATS2D_04_PLnumeric9 unique values
0 missing
GATS2vnumeric52 unique values
0 missing
Eig14_AEA.bo.numeric35 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
GATS3mnumeric49 unique values
0 missing
Eig15_AEA.dm.numeric31 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
GATS3pnumeric42 unique values
0 missing
Eig14_AEA.ri.numeric38 unique values
0 missing
CATS2D_05_ALnumeric18 unique values
0 missing
GATS4enumeric54 unique values
0 missing
Eig14_EAnumeric32 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS4inumeric41 unique values
0 missing
Eig14_EA.bo.numeric40 unique values
0 missing
CATS2D_05_APnumeric4 unique values
0 missing
GATS4mnumeric53 unique values
0 missing
Eig14_EA.ri.numeric39 unique values
0 missing
CATS2D_05_DAnumeric9 unique values
0 missing
GATS4pnumeric51 unique values
0 missing
SM08_AEA.dm.numeric32 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
GATS4snumeric50 unique values
0 missing
SM13_EA.bo.numeric45 unique values
0 missing
CATS2D_05_DLnumeric15 unique values
0 missing
GATS4vnumeric50 unique values
0 missing
BIC4numeric52 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
GATS5inumeric47 unique values
0 missing
GATS8pnumeric51 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
GATS5pnumeric46 unique values
0 missing
ATSC6pnumeric60 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
GATS5snumeric48 unique values
0 missing
ATSC7vnumeric61 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS5vnumeric40 unique values
0 missing
Eta_sh_ynumeric43 unique values
0 missing
CATS2D_05_PLnumeric5 unique values
0 missing
GATS6enumeric54 unique values
0 missing
MATS1enumeric44 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
GATS6inumeric43 unique values
0 missing
CATS2D_02_ALnumeric12 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
GATS6mnumeric47 unique values
0 missing
SpMax1_Bh.m.numeric37 unique values
0 missing
CATS2D_06_ALnumeric18 unique values
0 missing
GATS6pnumeric50 unique values
0 missing
SIC5numeric49 unique values
0 missing
CATS2D_06_APnumeric5 unique values
0 missing
GATS6snumeric58 unique values
0 missing
BIC5numeric55 unique values
0 missing
CATS2D_06_DAnumeric9 unique values
0 missing
GATS6vnumeric50 unique values
0 missing
ATSC6snumeric61 unique values
0 missing
CATS2D_06_DDnumeric6 unique values
0 missing
GATS7enumeric56 unique values
0 missing
TRSnumeric14 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
GATS7inumeric44 unique values
0 missing
ARRnumeric45 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS7mnumeric50 unique values
0 missing
C.034numeric3 unique values
0 missing
CATS2D_06_DPnumeric6 unique values
0 missing
GATS7pnumeric54 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
GATS7snumeric53 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS7vnumeric46 unique values
0 missing
CIC3numeric57 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
GATS8inumeric47 unique values
0 missing
D.Dtr04numeric8 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
GGI1numeric16 unique values
0 missing
D.Dtr11numeric13 unique values
0 missing
CATS2D_06_PPnumeric3 unique values
0 missing
GGI10numeric49 unique values
0 missing
Eig01_EA.bo.numeric21 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
GGI2numeric20 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
CATS2D_07_ALnumeric17 unique values
0 missing
GGI3numeric31 unique values
0 missing
Eig03_AEA.bo.numeric31 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
GGI4numeric42 unique values
0 missing
Eig03_EA.bo.numeric29 unique values
0 missing
CATS2D_07_APnumeric6 unique values
0 missing
GGI5numeric42 unique values
0 missing
GATS1vnumeric50 unique values
0 missing
CATS2D_07_DAnumeric8 unique values
0 missing
GGI6numeric45 unique values
0 missing
H.numeric40 unique values
0 missing
CATS2D_07_DDnumeric10 unique values
0 missing
GGI7numeric50 unique values
0 missing
NaaOnumeric2 unique values
0 missing
CATS2D_07_DLnumeric17 unique values
0 missing
GGI8numeric45 unique values
0 missing
NaasNnumeric2 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GGI9numeric50 unique values
0 missing
nCb.numeric7 unique values
0 missing
CATS2D_07_DPnumeric10 unique values
0 missing
GMTInumeric60 unique values
0 missing
nR04numeric3 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
GMTIVnumeric62 unique values
0 missing
PCDnumeric54 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
GNarnumeric45 unique values
0 missing
PCRnumeric38 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
H.046numeric16 unique values
0 missing
piIDnumeric53 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
H.047numeric19 unique values
0 missing
piPC07numeric56 unique values
0 missing
CATS2D_08_AAnumeric8 unique values
0 missing
H.048numeric3 unique values
0 missing
piPC09numeric57 unique values
0 missing
CATS2D_08_ALnumeric19 unique values
0 missing
H.050numeric14 unique values
0 missing
piPC10numeric60 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
H.051numeric3 unique values
0 missing
Rbridnumeric4 unique values
0 missing
CATS2D_08_APnumeric9 unique values
0 missing
H.052numeric17 unique values
0 missing
SaasNnumeric9 unique values
0 missing
CATS2D_08_DAnumeric11 unique values
0 missing
H.053numeric3 unique values
0 missing
SM09_EA.bo.numeric47 unique values
0 missing
CATS2D_08_DDnumeric8 unique values
0 missing
HDcpxnumeric45 unique values
0 missing
SM10_EA.bo.numeric49 unique values
0 missing
CATS2D_08_DLnumeric18 unique values
0 missing
HNarnumeric47 unique values
0 missing
SM11_AEA.ri.numeric21 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
HVcpxnumeric45 unique values
0 missing
SM11_EA.bo.numeric48 unique values
0 missing
CATS2D_08_DPnumeric8 unique values
0 missing
Hynumeric50 unique values
0 missing
SM12_AEA.ri.numeric11 unique values
0 missing
CATS2D_08_LLnumeric19 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SM12_EA.bo.numeric48 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SM13_AEA.ri.numeric29 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
SpDiam_EA.bo.numeric21 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
IACnumeric54 unique values
0 missing
SpMax2_Bh.e.numeric27 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
IC0numeric49 unique values
0 missing
SpMax2_Bh.p.numeric29 unique values
0 missing
CATS2D_09_ALnumeric22 unique values
0 missing
IC1numeric57 unique values
0 missing
SpMax2_Bh.v.numeric29 unique values
0 missing
CATS2D_09_APnumeric6 unique values
0 missing
IC2numeric57 unique values
0 missing
SpMax3_Bh.m.numeric33 unique values
0 missing
CATS2D_09_DAnumeric10 unique values
0 missing
IC3numeric57 unique values
0 missing
SpMax_EA.bo.numeric21 unique values
0 missing
CATS2D_09_DDnumeric7 unique values
0 missing
IC4numeric58 unique values
0 missing
MATS2inumeric46 unique values
0 missing
CATS2D_09_DLnumeric17 unique values
0 missing
IC5numeric61 unique values
0 missing
ATS6snumeric58 unique values
0 missing
CATS2D_09_DPnumeric4 unique values
0 missing
ICRnumeric47 unique values
0 missing
TIC4numeric60 unique values
0 missing
CATS2D_09_LLnumeric20 unique values
0 missing
IDDEnumeric57 unique values
0 missing
TIC5numeric61 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
IDDMnumeric48 unique values
0 missing
TIEnumeric64 unique values
0 missing
CATS2D_09_PLnumeric9 unique values
0 missing
IDEnumeric50 unique values
0 missing
GATS3enumeric54 unique values
0 missing
CENTnumeric60 unique values
0 missing
IDETnumeric60 unique values
0 missing
GATS1snumeric51 unique values
0 missing
Chi0_AEA.bo.numeric55 unique values
0 missing
IDMnumeric60 unique values
0 missing
GATS3snumeric48 unique values
0 missing
Chi0_AEA.dm.numeric55 unique values
0 missing
IDMTnumeric60 unique values
0 missing
GATS5enumeric53 unique values
0 missing
Chi0_AEA.ed.numeric55 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATSC3inumeric59 unique values
0 missing
Chi0_AEA.ri.numeric55 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS6pnumeric60 unique values
0 missing
Chi0_EAnumeric55 unique values
0 missing
ISIZnumeric41 unique values
0 missing
ATS6vnumeric57 unique values
0 missing
Chi0_EA.bo.numeric57 unique values
0 missing
IVDEnumeric48 unique values
0 missing
ATS7pnumeric58 unique values
0 missing
Chi0_EA.dm.numeric37 unique values
0 missing
IVDMnumeric54 unique values
0 missing
SpMax5_Bh.v.numeric49 unique values
0 missing
Chi0_EA.ri.numeric60 unique values
0 missing
JGI1numeric38 unique values
0 missing
SpMin5_Bh.i.numeric44 unique values
0 missing
Chi1_AEA.bo.numeric56 unique values
0 missing
JGI10numeric10 unique values
0 missing
ATSC5snumeric60 unique values
0 missing
Chi1_AEA.dm.numeric56 unique values
0 missing
JGI2numeric27 unique values
0 missing
Eig03_AEA.ed.numeric27 unique values
0 missing
Chi1_AEA.ed.numeric56 unique values
0 missing
JGI3numeric12 unique values
0 missing
Eig03_EA.ed.numeric32 unique values
0 missing
Chi1_AEA.ri.numeric56 unique values
0 missing
JGI4numeric18 unique values
0 missing
GATS8snumeric57 unique values
0 missing
Chi1_EAnumeric56 unique values
0 missing
JGI5numeric12 unique values
0 missing
SM12_AEA.dm.numeric32 unique values
0 missing
Chi1_EA.bo.numeric57 unique values
0 missing
JGI6numeric11 unique values
0 missing
AMWnumeric55 unique values
0 missing
Chi1_EA.dm.numeric33 unique values
0 missing
JGI7numeric8 unique values
0 missing
Br.094numeric2 unique values
0 missing
Chi1_EA.ri.numeric59 unique values
0 missing
JGI8numeric9 unique values
0 missing
GATS1mnumeric48 unique values
0 missing
CIC0numeric50 unique values
0 missing
JGI9numeric11 unique values
0 missing
GATS1pnumeric49 unique values
0 missing
CIC1numeric55 unique values
0 missing
JGTnumeric45 unique values
0 missing
GATS5mnumeric46 unique values
0 missing
CIC2numeric58 unique values
0 missing
LLS_01numeric5 unique values
0 missing
Minumeric24 unique values
0 missing
CIC4numeric58 unique values
0 missing
LLS_02numeric5 unique values
0 missing
Mpnumeric38 unique values
0 missing
CIC5numeric61 unique values
0 missing
LOCnumeric54 unique values
0 missing
Mvnumeric37 unique values
0 missing
CIDnumeric53 unique values
0 missing
LPRSnumeric60 unique values
0 missing
nBRnumeric2 unique values
0 missing
Cl.089numeric3 unique values
0 missing
MATS1inumeric47 unique values
0 missing
NsBrnumeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
MATS1mnumeric33 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MATS1pnumeric44 unique values
0 missing
P_VSA_MR_8numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
MATS1snumeric43 unique values
0 missing
GATS8vnumeric52 unique values
0 missing
CSInumeric60 unique values
0 missing
MATS1vnumeric35 unique values
0 missing
P_VSA_s_3numeric50 unique values
0 missing
DBInumeric33 unique values
0 missing
MATS2enumeric50 unique values
0 missing
SpMax6_Bh.m.numeric43 unique values
0 missing
D.Dtr05numeric32 unique values
0 missing
MATS2mnumeric41 unique values
0 missing
SaasCnumeric54 unique values
0 missing
D.Dtr06numeric60 unique values
0 missing
MATS2pnumeric48 unique values
0 missing
GATS2mnumeric52 unique values
0 missing
D.Dtr07numeric12 unique values
0 missing
MATS2snumeric41 unique values
0 missing
GATS8mnumeric51 unique values
0 missing
D.Dtr08numeric9 unique values
0 missing
MATS2vnumeric45 unique values
0 missing
SpMax2_Bh.m.numeric36 unique values
0 missing
D.Dtr09numeric9 unique values
0 missing
MATS3enumeric48 unique values
0 missing
MAXDPnumeric63 unique values
0 missing
D.Dtr10numeric13 unique values
0 missing
MATS3mnumeric43 unique values
0 missing
SsBrnumeric11 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
MATS3pnumeric46 unique values
0 missing
SpMax1_Bh.e.numeric43 unique values
0 missing
DECCnumeric58 unique values
0 missing
MATS3snumeric43 unique values
0 missing
SM14_EA.bo.numeric48 unique values
0 missing
DELSnumeric63 unique values
0 missing
MATS3vnumeric48 unique values
0 missing
SM15_EA.bo.numeric48 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
MATS4enumeric51 unique values
0 missing
AACnumeric49 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS4inumeric37 unique values
0 missing
AECCnumeric60 unique values
0 missing
DLS_01numeric4 unique values
0 missing
MATS4mnumeric49 unique values
0 missing
ALOGPnumeric60 unique values
0 missing
DLS_02numeric5 unique values
0 missing
MATS4pnumeric42 unique values
0 missing
ALOGP2numeric60 unique values
0 missing
DLS_03numeric4 unique values
0 missing
MATS4snumeric49 unique values
0 missing
AMRnumeric59 unique values
0 missing
DLS_04numeric4 unique values
0 missing
MATS4vnumeric50 unique values
0 missing
ATS1enumeric55 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS5enumeric45 unique values
0 missing
ATS1inumeric55 unique values
0 missing
DLS_06numeric4 unique values
0 missing
MATS5inumeric43 unique values
0 missing
ATS1mnumeric51 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS5mnumeric48 unique values
0 missing
ATS1pnumeric52 unique values
0 missing
DLS_consnumeric13 unique values
0 missing
ATS1snumeric60 unique values
0 missing
Dznumeric49 unique values
0 missing
ATS1vnumeric55 unique values
0 missing
ECCnumeric59 unique values
0 missing
ATS2enumeric55 unique values
0 missing
Eig01_AEA.bo.numeric26 unique values
0 missing
ATS2inumeric56 unique values
0 missing
Eig01_AEA.ed.numeric12 unique values
0 missing
ATS2mnumeric58 unique values
0 missing
Eig01_AEA.ri.numeric18 unique values
0 missing
ATS2pnumeric59 unique values
0 missing
Eig01_EAnumeric17 unique values
0 missing
ATS2snumeric57 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
ATS2vnumeric59 unique values
0 missing
Eig01_EA.ed.numeric14 unique values
0 missing
ATS3enumeric54 unique values
0 missing
Eig01_EA.ri.numeric25 unique values
0 missing
ATS3inumeric60 unique values
0 missing
Eig02_AEA.bo.numeric22 unique values
0 missing
ATS3mnumeric59 unique values
0 missing
Eig02_AEA.ed.numeric32 unique values
0 missing
ATS3pnumeric57 unique values
0 missing
Eig02_AEA.ri.numeric35 unique values
0 missing
ATS3snumeric55 unique values
0 missing
Eig02_EAnumeric34 unique values
0 missing
ATS3vnumeric58 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
ATS4enumeric59 unique values
0 missing
Eig02_EA.ed.numeric36 unique values
0 missing
ATS4inumeric57 unique values
0 missing
Eig02_EA.ri.numeric35 unique values
0 missing
ATS4mnumeric57 unique values
0 missing
Eig03_AEA.dm.numeric26 unique values
0 missing
ATS4pnumeric59 unique values
0 missing
Eig03_AEA.ri.numeric33 unique values
0 missing
ATS4snumeric55 unique values
0 missing
Eig03_EAnumeric34 unique values
0 missing
ATS4vnumeric57 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
ATS5enumeric60 unique values
0 missing
Eig03_EA.ri.numeric35 unique values
0 missing
ATS5inumeric57 unique values
0 missing
Eig04_AEA.bo.numeric35 unique values
0 missing
ATS5mnumeric57 unique values
0 missing
Eig04_AEA.dm.numeric28 unique values
0 missing
ATS5pnumeric56 unique values
0 missing
Eig04_AEA.ed.numeric31 unique values
0 missing
ATS5snumeric56 unique values
0 missing
Eig04_AEA.ri.numeric43 unique values
0 missing
ATS5vnumeric58 unique values
0 missing
Eig04_EAnumeric42 unique values
0 missing
ATS6enumeric57 unique values
0 missing
Eig04_EA.bo.numeric35 unique values
0 missing
ATS6inumeric60 unique values
0 missing
Eig04_EA.dm.numeric10 unique values
0 missing
ATS6mnumeric59 unique values
0 missing
Eig04_EA.ed.numeric40 unique values
0 missing
ATS7enumeric58 unique values
0 missing
Eig04_EA.ri.numeric44 unique values
0 missing
ATS7inumeric56 unique values
0 missing
Eig05_AEA.bo.numeric38 unique values
0 missing
ATS7mnumeric60 unique values
0 missing
Eig05_AEA.dm.numeric38 unique values
0 missing
ATS7snumeric58 unique values
0 missing
Eig05_AEA.ed.numeric38 unique values
0 missing
ATS7vnumeric60 unique values
0 missing
Eig05_AEA.ri.numeric44 unique values
0 missing
ATS8enumeric58 unique values
0 missing
Eig05_EAnumeric40 unique values
0 missing
ATS8inumeric58 unique values
0 missing
Eig05_EA.bo.numeric34 unique values
0 missing
ATS8mnumeric60 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
ATS8pnumeric56 unique values
0 missing
Eig05_EA.ed.numeric45 unique values
0 missing
ATS8snumeric59 unique values
0 missing
Eig05_EA.ri.numeric45 unique values
0 missing
ATS8vnumeric60 unique values
0 missing
Eig06_AEA.bo.numeric32 unique values
0 missing
ATSC1enumeric52 unique values
0 missing
Eig06_AEA.dm.numeric33 unique values
0 missing
ATSC1mnumeric56 unique values
0 missing
Eig06_AEA.ed.numeric40 unique values
0 missing
ATSC1pnumeric56 unique values
0 missing
Eig06_AEA.ri.numeric44 unique values
0 missing
ATSC1snumeric60 unique values
0 missing
Eig06_EAnumeric42 unique values
0 missing
ATSC1vnumeric56 unique values
0 missing
Eig06_EA.bo.numeric37 unique values
0 missing
ATSC2enumeric55 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
ATSC2inumeric60 unique values
0 missing
Eig06_EA.ed.numeric41 unique values
0 missing
ATSC2mnumeric60 unique values
0 missing
Eig06_EA.ri.numeric47 unique values
0 missing
ATSC2pnumeric60 unique values
0 missing
Eig07_AEA.bo.numeric40 unique values
0 missing
ATSC2snumeric60 unique values
0 missing
Eig07_AEA.dm.numeric33 unique values
0 missing
ATSC2vnumeric60 unique values
0 missing
Eig07_AEA.ed.numeric30 unique values
0 missing
ATSC3enumeric59 unique values
0 missing
Eig07_AEA.ri.numeric34 unique values
0 missing
ATSC3mnumeric60 unique values
0 missing
Eig07_EAnumeric35 unique values
0 missing
ATSC3pnumeric60 unique values
0 missing
Eig07_EA.bo.numeric37 unique values
0 missing
ATSC3snumeric60 unique values
0 missing
Eig07_EA.dm.numeric5 unique values
0 missing
ATSC3vnumeric60 unique values
0 missing
Eig07_EA.ed.numeric35 unique values
0 missing
ATSC4enumeric57 unique values
0 missing
Eig07_EA.ri.numeric32 unique values
0 missing
ATSC4inumeric60 unique values
0 missing
Eig08_AEA.bo.numeric39 unique values
0 missing
ATSC4mnumeric60 unique values
0 missing
Eig08_AEA.dm.numeric33 unique values
0 missing
ATSC4pnumeric60 unique values
0 missing
Eig08_AEA.ed.numeric35 unique values
0 missing
ATSC4snumeric60 unique values
0 missing
Eig08_AEA.ri.numeric37 unique values
0 missing
ATSC4vnumeric60 unique values
0 missing
Eig08_EAnumeric37 unique values
0 missing
ATSC5enumeric58 unique values
0 missing
Eig08_EA.bo.numeric36 unique values
0 missing
ATSC5inumeric59 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
ATSC5mnumeric60 unique values
0 missing
Eig08_EA.ed.numeric45 unique values
0 missing
ATSC5pnumeric60 unique values
0 missing
Eig08_EA.ri.numeric38 unique values
0 missing
ATSC5vnumeric60 unique values
0 missing
Eig09_AEA.bo.numeric35 unique values
0 missing
ATSC6enumeric59 unique values
0 missing
Eig09_AEA.dm.numeric27 unique values
0 missing
ATSC6inumeric60 unique values
0 missing
Eig09_AEA.ed.numeric34 unique values
0 missing
ATSC6mnumeric60 unique values
0 missing
Eig09_AEA.ri.numeric38 unique values
0 missing
ATSC6vnumeric60 unique values
0 missing
Eig09_EAnumeric33 unique values
0 missing
ATSC7enumeric61 unique values
0 missing
Eig09_EA.bo.numeric34 unique values
0 missing
ATSC7mnumeric61 unique values
0 missing
Eig09_EA.dm.numeric5 unique values
0 missing
ATSC7pnumeric61 unique values
0 missing
Eig09_EA.ed.numeric31 unique values
0 missing
ATSC7snumeric63 unique values
0 missing
Eig09_EA.ri.numeric39 unique values
0 missing
ATSC8enumeric60 unique values
0 missing
Eig10_AEA.bo.numeric42 unique values
0 missing
ATSC8inumeric60 unique values
0 missing
Eig10_AEA.dm.numeric26 unique values
0 missing
ATSC8mnumeric61 unique values
0 missing
Eig10_AEA.ed.numeric28 unique values
0 missing
ATSC8pnumeric61 unique values
0 missing
Eig10_AEA.ri.numeric29 unique values
0 missing
ATSC8snumeric63 unique values
0 missing
Eig10_EAnumeric27 unique values
0 missing
ATSC8vnumeric60 unique values
0 missing
Eig10_EA.bo.numeric30 unique values
0 missing
BACnumeric40 unique values
0 missing
Eig10_EA.dm.numeric5 unique values
0 missing
BBInumeric37 unique values
0 missing
Eig10_EA.ed.numeric26 unique values
0 missing
BIC0numeric32 unique values
0 missing
Eig10_EA.ri.numeric29 unique values
0 missing
BIC1numeric49 unique values
0 missing
Eig11_AEA.bo.numeric32 unique values
0 missing
BIC2numeric48 unique values
0 missing
Eig11_AEA.dm.numeric27 unique values
0 missing
BIC3numeric49 unique values
0 missing
Eig11_AEA.ed.numeric41 unique values
0 missing
BIDnumeric40 unique values
0 missing
Eig11_AEA.ri.numeric34 unique values
0 missing
BLInumeric46 unique values
0 missing
Eig11_EAnumeric33 unique values
0 missing
BLTA96numeric54 unique values
0 missing
Eig11_EA.bo.numeric26 unique values
0 missing
BLTD48numeric55 unique values
0 missing
Eig11_EA.dm.numeric5 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
74
Number of instances (rows) of the dataset.
NumberOfFeatures
677
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
676
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
9.15
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-1.64
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
0.34
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.11
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
3931.66
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
0.17
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.05
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.84
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
74
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.68
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
1014170.13
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
-0.36
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
7.09
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-1.87
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
8.6
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
0.44
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1123318.18
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.89
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.98
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.98
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
-0.04
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
3581.73
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.09
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.11
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.29
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-CHEMBL4503
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4503
0 runs - estimation_procedure: 50 times Clustering
Define a new task