Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035

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: CHEMBL4035 (TID: 11920), and it has 67 rows and 603 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.

605 features

pXC50 (target)numeric53 unique values
0 missing
molecule_id (row identifier)nominal67 unique values
0 missing
Chi1_EA.ri.numeric52 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS8snumeric58 unique values
0 missing
CIDnumeric40 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
ATSC2enumeric46 unique values
0 missing
Eig08_AEA.bo.numeric46 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
SpMAD_EAnumeric36 unique values
0 missing
Eig09_EA.ed.numeric43 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
MATS7inumeric53 unique values
0 missing
Eig10_AEA.bo.numeric42 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS1inumeric52 unique values
0 missing
Eig10_AEA.ed.numeric34 unique values
0 missing
CATS2D_01_LLnumeric18 unique values
0 missing
SpMAD_AEA.ri.numeric43 unique values
0 missing
Eig10_EA.bo.numeric45 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
IC3numeric54 unique values
0 missing
Eig10_EA.ed.numeric37 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
MATS5inumeric52 unique values
0 missing
Eig12_AEA.ri.numeric35 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
ATS8mnumeric57 unique values
0 missing
Eig12_EAnumeric23 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
SpMAD_AEA.bo.numeric45 unique values
0 missing
Eig12_EA.bo.numeric45 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
SpMAD_EA.ed.numeric46 unique values
0 missing
Eig12_EA.ed.numeric36 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
RBFnumeric42 unique values
0 missing
Eig12_EA.ri.numeric35 unique values
0 missing
CATS2D_02_LLnumeric19 unique values
0 missing
X1Anumeric28 unique values
0 missing
Eig13_AEA.ri.numeric39 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS6inumeric51 unique values
0 missing
Eig13_EAnumeric36 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
ATSC4vnumeric58 unique values
0 missing
Eig13_EA.bo.numeric34 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
SpMax7_Bh.i.numeric38 unique values
0 missing
Eig13_EA.ed.numeric34 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
ATS7mnumeric55 unique values
0 missing
Eig13_EA.ri.numeric39 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eig02_EA.bo.numeric36 unique values
0 missing
Eig14_AEA.bo.numeric39 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
SM12_AEA.ri.numeric36 unique values
0 missing
Eig15_AEA.bo.numeric37 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS1enumeric45 unique values
0 missing
Eig15_AEA.ri.numeric44 unique values
0 missing
CATS2D_03_LLnumeric18 unique values
0 missing
GGI5numeric34 unique values
0 missing
Eig15_EAnumeric35 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GGI6numeric31 unique values
0 missing
Eig15_EA.ri.numeric43 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eig02_AEA.ed.numeric23 unique values
0 missing
Eta_betaSnumeric27 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
Eig02_EA.ed.numeric30 unique values
0 missing
HDcpxnumeric41 unique values
0 missing
CATS2D_04_ALnumeric13 unique values
0 missing
SM11_AEA.dm.numeric30 unique values
0 missing
IDDMnumeric38 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
AACnumeric46 unique values
0 missing
IDMnumeric46 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
IC0numeric46 unique values
0 missing
IVDMnumeric35 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
Eig02_EA.ri.numeric34 unique values
0 missing
MPC01numeric20 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
SRW07numeric16 unique values
0 missing
MPC03numeric29 unique values
0 missing
CATS2D_04_LLnumeric16 unique values
0 missing
SRW09numeric20 unique values
0 missing
MWC01numeric20 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
ON1Vnumeric58 unique values
0 missing
MWC04numeric44 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
Eig01_EA.ri.numeric28 unique values
0 missing
MWC05numeric45 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
SM11_EAnumeric34 unique values
0 missing
nBOnumeric20 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
SM13_EA.ri.numeric38 unique values
0 missing
Psi_e_0numeric56 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
SM14_EA.ri.numeric46 unique values
0 missing
SM04_AEA.ri.numeric43 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
SM15_EA.ri.numeric39 unique values
0 missing
SM05_AEA.ri.numeric37 unique values
0 missing
CATS2D_05_LLnumeric17 unique values
0 missing
SpDiam_EA.ri.numeric41 unique values
0 missing
SM06_AEA.dm.numeric23 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
SpMax_EA.ri.numeric28 unique values
0 missing
SM07_AEA.dm.numeric36 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
SpMin3_Bh.v.numeric38 unique values
0 missing
SM07_AEA.ri.numeric36 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
PHInumeric52 unique values
0 missing
SM08_AEA.ri.numeric34 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
Eta_betaS_Anumeric33 unique values
0 missing
SM09_AEA.dm.numeric35 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
P_VSA_MR_5numeric46 unique values
0 missing
SNarnumeric33 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
Eig02_AEA.ri.numeric32 unique values
0 missing
SpMaxA_AEA.bo.numeric32 unique values
0 missing
CATS2D_06_LLnumeric15 unique values
0 missing
X5Anumeric24 unique values
0 missing
SpMaxA_AEA.dm.numeric38 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
SpMax1_Bh.e.numeric48 unique values
0 missing
SpMaxA_AEA.ed.numeric35 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
D.Dtr03numeric19 unique values
0 missing
SpMaxA_AEA.ri.numeric35 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
nR03numeric2 unique values
0 missing
SpMaxA_EAnumeric33 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
SpMax1_Bh.i.numeric45 unique values
0 missing
SRW02numeric20 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
SRW03numeric2 unique values
0 missing
TPCnumeric44 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
SRW05numeric6 unique values
0 missing
Wapnumeric45 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
PDInumeric37 unique values
0 missing
X1numeric41 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS7inumeric54 unique values
0 missing
X2solnumeric46 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
X3Anumeric26 unique values
0 missing
X3numeric45 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
X4Anumeric24 unique values
0 missing
X4numeric46 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
Eig08_AEA.ed.numeric41 unique values
0 missing
Xtnumeric31 unique values
0 missing
CATS2D_07_LLnumeric16 unique values
0 missing
SM02_AEA.bo.numeric43 unique values
0 missing
ZM1Madnumeric50 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
SM02_AEA.ed.numeric39 unique values
0 missing
SpMAD_EA.bo.numeric47 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
SpAD_EA.bo.numeric53 unique values
0 missing
MPC05numeric35 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
SpAD_EA.ed.numeric46 unique values
0 missing
MPC08numeric40 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
SRW06numeric44 unique values
0 missing
MPC09numeric44 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
X5solnumeric47 unique values
0 missing
MPC10numeric41 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
ZM2Pernumeric58 unique values
0 missing
MWC08numeric45 unique values
0 missing
CATS2D_08_LLnumeric19 unique values
0 missing
ZM2Vnumeric49 unique values
0 missing
MWC09numeric45 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
SpMin3_Bh.s.numeric39 unique values
0 missing
MWC10numeric45 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
SpMin7_Bh.v.numeric39 unique values
0 missing
SM02_EA.ed.numeric41 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
ATS3mnumeric53 unique values
0 missing
SM03_AEA.ed.numeric42 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
ATS6mnumeric58 unique values
0 missing
SM03_EA.ri.numeric25 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
ATS8vnumeric57 unique values
0 missing
SM04_AEA.ed.numeric42 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
BBInumeric27 unique values
0 missing
SM04_EAnumeric40 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
Eig05_EA.ri.numeric49 unique values
0 missing
SM05_AEA.ed.numeric45 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
Eig07_AEA.bo.numeric44 unique values
0 missing
SM05_EAnumeric22 unique values
0 missing
CENTnumeric45 unique values
0 missing
Eig07_AEA.ri.numeric50 unique values
0 missing
SM06_EAnumeric44 unique values
0 missing
Chi0_EA.dm.numeric36 unique values
0 missing
Eig07_EAnumeric41 unique values
0 missing
SpDiam_AEA.bo.numeric28 unique values
0 missing
Chi0_EA.ed.numeric46 unique values
0 missing
Eig07_EA.bo.numeric45 unique values
0 missing
SpMax2_Bh.p.numeric43 unique values
0 missing
Chi1_EA.dm.numeric35 unique values
0 missing
Eig07_EA.ed.numeric46 unique values
0 missing
SRW08numeric44 unique values
0 missing
Chi1_EA.ed.numeric46 unique values
0 missing
Eig07_EA.ri.numeric50 unique values
0 missing
SRW10numeric45 unique values
0 missing
CIC0numeric51 unique values
0 missing
Eig08_EA.ed.numeric44 unique values
0 missing
SpMin8_Bh.v.numeric44 unique values
0 missing
CIC1numeric55 unique values
0 missing
Eig10_AEA.ri.numeric44 unique values
0 missing
ATSC6vnumeric58 unique values
0 missing
CIC3numeric53 unique values
0 missing
Eig10_EAnumeric34 unique values
0 missing
SpMin3_Bh.e.numeric38 unique values
0 missing
CIC5numeric54 unique values
0 missing
Eig10_EA.ri.numeric43 unique values
0 missing
ZM2MulPernumeric58 unique values
0 missing
Cl.089numeric2 unique values
0 missing
Eig11_AEA.bo.numeric37 unique values
0 missing
ATS5pnumeric58 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Eig11_EA.bo.numeric40 unique values
0 missing
ATS5mnumeric55 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Eig13_AEA.ed.numeric35 unique values
0 missing
P_VSA_e_1numeric22 unique values
0 missing
CSInumeric44 unique values
0 missing
Eig14_AEA.ed.numeric35 unique values
0 missing
P_VSA_m_1numeric22 unique values
0 missing
DBInumeric21 unique values
0 missing
Eig15_AEA.ed.numeric39 unique values
0 missing
P_VSA_s_2numeric24 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
MPC02numeric27 unique values
0 missing
P_VSA_v_1numeric22 unique values
0 missing
D.Dtr05numeric46 unique values
0 missing
MWC02numeric31 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
D.Dtr06numeric33 unique values
0 missing
MWC03numeric36 unique values
0 missing
Eig05_AEA.ri.numeric51 unique values
0 missing
D.Dtr09numeric14 unique values
0 missing
Psi_e_1numeric56 unique values
0 missing
Eta_B_Anumeric20 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
RDSQnumeric46 unique values
0 missing
SM04_EA.ri.numeric49 unique values
0 missing
DELSnumeric58 unique values
0 missing
SM02_AEA.ri.numeric46 unique values
0 missing
Eig05_AEA.bo.numeric49 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
SM02_EAnumeric27 unique values
0 missing
Eig05_AEA.ed.numeric44 unique values
0 missing
SM02_EA.ri.numeric48 unique values
0 missing
Eig05_EAnumeric45 unique values
0 missing
SM03_AEA.ri.numeric44 unique values
0 missing
Eig05_EA.bo.numeric51 unique values
0 missing
SM04_AEA.dm.numeric34 unique values
0 missing
Eig05_EA.ed.numeric45 unique values
0 missing
SM15_AEA.bo.numeric41 unique values
0 missing
Eig06_AEA.ed.numeric45 unique values
0 missing
SpAD_AEA.bo.numeric53 unique values
0 missing
GGI4numeric34 unique values
0 missing
SpAD_AEA.dm.numeric58 unique values
0 missing
Ramnumeric9 unique values
0 missing
SpAD_AEA.ed.numeric46 unique values
0 missing
SM03_EAnumeric10 unique values
0 missing
SpAD_AEA.ri.numeric51 unique values
0 missing
SM13_AEA.bo.numeric45 unique values
0 missing
SpAD_EAnumeric46 unique values
0 missing
SM14_AEA.dm.numeric45 unique values
0 missing
SpAD_EA.ri.numeric51 unique values
0 missing
SM15_AEA.ri.numeric51 unique values
0 missing
SRW04numeric35 unique values
0 missing
ZM2Kupnumeric57 unique values
0 missing
X2numeric46 unique values
0 missing
SIC4numeric46 unique values
0 missing
X3solnumeric47 unique values
0 missing
ATS7snumeric57 unique values
0 missing
X4solnumeric47 unique values
0 missing
CIC4numeric54 unique values
0 missing
ZM1numeric31 unique values
0 missing
Eig12_AEA.ed.numeric32 unique values
0 missing
ZM2numeric36 unique values
0 missing
SpMax3_Bh.v.numeric46 unique values
0 missing
ZM2Madnumeric51 unique values
0 missing
ATSC2mnumeric57 unique values
0 missing
DECCnumeric43 unique values
0 missing
ATSC8vnumeric58 unique values
0 missing
JGI5numeric14 unique values
0 missing
ATS3vnumeric57 unique values
0 missing
Eig02_AEA.bo.numeric34 unique values
0 missing
ATS4vnumeric56 unique values
0 missing
Eig03_AEA.ed.numeric30 unique values
0 missing
ATS5vnumeric56 unique values
0 missing
Eig03_EA.bo.numeric42 unique values
0 missing
Chi0_EA.bo.numeric52 unique values
0 missing
Eig03_EA.ed.numeric35 unique values
0 missing
Chi0_EA.ri.numeric51 unique values
0 missing
Eig04_EAnumeric46 unique values
0 missing
Chi1_EA.bo.numeric52 unique values
0 missing
Eig06_AEA.bo.numeric49 unique values
0 missing
Eig13_AEA.bo.numeric39 unique values
0 missing
Eig06_EA.bo.numeric50 unique values
0 missing
Eig14_AEA.dm.numeric42 unique values
0 missing
Eig07_AEA.ed.numeric46 unique values
0 missing
Eig14_AEA.ri.numeric49 unique values
0 missing
GGI3numeric32 unique values
0 missing
Eig14_EAnumeric39 unique values
0 missing
MAXDPnumeric56 unique values
0 missing
Eig14_EA.bo.numeric46 unique values
0 missing
MPC06numeric38 unique values
0 missing
Eig14_EA.ed.numeric43 unique values
0 missing
MPC07numeric39 unique values
0 missing
Eig14_EA.ri.numeric45 unique values
0 missing
piIDnumeric50 unique values
0 missing
Eig15_AEA.dm.numeric42 unique values
0 missing
piPC02numeric38 unique values
0 missing
Eig15_EA.bo.numeric45 unique values
0 missing
piPC03numeric45 unique values
0 missing
Eig15_EA.ed.numeric43 unique values
0 missing
piPC04numeric46 unique values
0 missing
Eta_alphanumeric38 unique values
0 missing
piPC05numeric49 unique values
0 missing
GMTInumeric46 unique values
0 missing
piPC06numeric52 unique values
0 missing
nSKnumeric19 unique values
0 missing
piPC07numeric50 unique values
0 missing
Psi_i_0numeric54 unique values
0 missing
piPC08numeric49 unique values
0 missing
Psi_i_1numeric58 unique values
0 missing
piPC09numeric51 unique values
0 missing
S0Knumeric38 unique values
0 missing
piPC10numeric51 unique values
0 missing
SM08_AEA.dm.numeric39 unique values
0 missing
SM02_EA.bo.numeric38 unique values
0 missing
SM09_AEA.ri.numeric43 unique values
0 missing
SM03_AEA.bo.numeric48 unique values
0 missing
SM10_AEA.ri.numeric43 unique values
0 missing
SM04_AEA.bo.numeric49 unique values
0 missing
SpMaxA_EA.ri.numeric34 unique values
0 missing
SM04_EA.bo.numeric49 unique values
0 missing
X1Madnumeric51 unique values
0 missing
SM05_AEA.bo.numeric51 unique values
0 missing
X1solnumeric41 unique values
0 missing
SM05_EA.bo.numeric35 unique values
0 missing
P_VSA_p_1numeric26 unique values
0 missing
SM06_AEA.bo.numeric50 unique values
0 missing
Eig04_AEA.dm.numeric42 unique values
0 missing
SM06_EA.bo.numeric53 unique values
0 missing
GGI1numeric9 unique values
0 missing
SM07_AEA.bo.numeric52 unique values
0 missing
SpMax4_Bh.s.numeric49 unique values
0 missing
SM07_EA.bo.numeric37 unique values
0 missing
ZM1Kupnumeric55 unique values
0 missing
SM08_AEA.bo.numeric52 unique values
0 missing
ZM1Pernumeric58 unique values
0 missing
SM08_EA.bo.numeric51 unique values
0 missing
AECCnumeric43 unique values
0 missing
SM09_EA.bo.numeric39 unique values
0 missing
ALOGPnumeric55 unique values
0 missing
SM10_EA.bo.numeric46 unique values
0 missing
ALOGP2numeric56 unique values
0 missing
SM12_AEA.bo.numeric46 unique values
0 missing
AMRnumeric56 unique values
0 missing
SM12_AEA.dm.numeric35 unique values
0 missing
AMWnumeric51 unique values
0 missing
SM13_AEA.ri.numeric42 unique values
0 missing
ARRnumeric21 unique values
0 missing
SpMin7_Bh.i.numeric38 unique values
0 missing
ATS1enumeric51 unique values
0 missing
SIC0numeric45 unique values
0 missing
ATS1inumeric49 unique values
0 missing
Eig01_AEA.bo.numeric28 unique values
0 missing
ATS1mnumeric47 unique values
0 missing
SpMax_AEA.bo.numeric28 unique values
0 missing
ATS1pnumeric51 unique values
0 missing
nHnumeric21 unique values
0 missing
ATS1snumeric49 unique values
0 missing
Eig04_AEA.ri.numeric48 unique values
0 missing
ATS1vnumeric51 unique values
0 missing
Eig04_EA.bo.numeric53 unique values
0 missing
ATS2enumeric54 unique values
0 missing
SM14_AEA.ri.numeric53 unique values
0 missing
ATS2inumeric54 unique values
0 missing
PW2numeric34 unique values
0 missing
ATS2pnumeric55 unique values
0 missing
ICRnumeric40 unique values
0 missing
ATS2snumeric55 unique values
0 missing
MATS4snumeric45 unique values
0 missing
ATS2vnumeric54 unique values
0 missing
S2Knumeric51 unique values
0 missing
ATS3pnumeric56 unique values
0 missing
ATS8pnumeric56 unique values
0 missing
ATS3snumeric55 unique values
0 missing
ATSC8pnumeric58 unique values
0 missing
ATS4enumeric56 unique values
0 missing
Eta_sh_ynumeric40 unique values
0 missing
ATS4inumeric57 unique values
0 missing
ATS5enumeric55 unique values
0 missing
ATS4mnumeric55 unique values
0 missing
ATS5inumeric57 unique values
0 missing
ATS4snumeric57 unique values
0 missing
ATSC2vnumeric56 unique values
0 missing
ATS5snumeric53 unique values
0 missing
Eig04_EA.ri.numeric49 unique values
0 missing
ATS6pnumeric56 unique values
0 missing
GGI7numeric35 unique values
0 missing
ATS6snumeric56 unique values
0 missing
Eig06_EA.ed.numeric45 unique values
0 missing
ATS6vnumeric55 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
ATS7enumeric55 unique values
0 missing
GGI8numeric33 unique values
0 missing
ATS7inumeric53 unique values
0 missing
SM03_EA.bo.numeric18 unique values
0 missing
ATS7pnumeric55 unique values
0 missing
SM11_EA.bo.numeric40 unique values
0 missing
ATS7vnumeric58 unique values
0 missing
SM12_EA.bo.numeric45 unique values
0 missing
ATS8enumeric56 unique values
0 missing
SM13_EA.bo.numeric40 unique values
0 missing
ATS8inumeric57 unique values
0 missing
SM14_EA.bo.numeric41 unique values
0 missing
ATS8snumeric57 unique values
0 missing
SM15_AEA.dm.numeric45 unique values
0 missing
ATSC1enumeric40 unique values
0 missing
SpMax2_Bh.m.numeric40 unique values
0 missing
ATSC1inumeric50 unique values
0 missing
SpMin7_Bh.e.numeric36 unique values
0 missing
ATSC1pnumeric52 unique values
0 missing
SpMin7_Bh.p.numeric41 unique values
0 missing
ATSC1snumeric58 unique values
0 missing
IC1numeric55 unique values
0 missing
ATSC1vnumeric51 unique values
0 missing
Uindexnumeric46 unique values
0 missing
ATSC2inumeric56 unique values
0 missing
Eig06_AEA.ri.numeric50 unique values
0 missing
ATSC2pnumeric57 unique values
0 missing
Eig06_EA.ri.numeric51 unique values
0 missing
ATSC2snumeric58 unique values
0 missing
MATS7pnumeric51 unique values
0 missing
ATSC3enumeric52 unique values
0 missing
TIC1numeric56 unique values
0 missing
ATSC3inumeric57 unique values
0 missing
SsCH3numeric26 unique values
0 missing
ATSC3pnumeric58 unique values
0 missing
Eig08_EA.bo.numeric44 unique values
0 missing
ATSC3snumeric58 unique values
0 missing
Eig09_AEA.ed.numeric40 unique values
0 missing
ATSC3vnumeric58 unique values
0 missing
piPC01numeric28 unique values
0 missing
ATSC4enumeric53 unique values
0 missing
Polnumeric29 unique values
0 missing
ATSC4inumeric56 unique values
0 missing
SCBOnumeric28 unique values
0 missing
ATSC4mnumeric58 unique values
0 missing
Eig01_AEA.ri.numeric29 unique values
0 missing
ATSC4pnumeric58 unique values
0 missing
Eig01_EAnumeric28 unique values
0 missing
ATSC4snumeric58 unique values
0 missing
Eig01_EA.ed.numeric28 unique values
0 missing
ATSC5enumeric55 unique values
0 missing
RBNnumeric14 unique values
0 missing
ATSC5inumeric56 unique values
0 missing
RCInumeric11 unique values
0 missing
ATSC5mnumeric58 unique values
0 missing
RFDnumeric11 unique values
0 missing
ATSC5pnumeric58 unique values
0 missing
SM07_EA.ed.numeric34 unique values
0 missing
ATSC5snumeric58 unique values
0 missing
SM08_EA.ed.numeric35 unique values
0 missing
ATSC5vnumeric58 unique values
0 missing
SM09_AEA.bo.numeric28 unique values
0 missing
ATSC6enumeric57 unique values
0 missing
SM09_EA.ri.numeric37 unique values
0 missing
ATSC6inumeric57 unique values
0 missing
SM10_AEA.dm.numeric28 unique values
0 missing
ATSC6mnumeric58 unique values
0 missing
SM11_EA.ed.numeric33 unique values
0 missing
ATSC6pnumeric58 unique values
0 missing
SM11_EA.ri.numeric38 unique values
0 missing
ATSC6snumeric58 unique values
0 missing
SM12_EAnumeric44 unique values
0 missing
ATSC7enumeric54 unique values
0 missing
SM12_EA.ed.numeric32 unique values
0 missing
ATSC7inumeric57 unique values
0 missing
SM12_EA.ri.numeric50 unique values
0 missing
ATSC7mnumeric58 unique values
0 missing
SM13_EAnumeric33 unique values
0 missing
ATSC7pnumeric58 unique values
0 missing
SM13_EA.ed.numeric30 unique values
0 missing
ATSC7snumeric58 unique values
0 missing
SM14_AEA.ed.numeric34 unique values
0 missing
ATSC7vnumeric58 unique values
0 missing
SM14_EAnumeric40 unique values
0 missing
ATSC8enumeric54 unique values
0 missing
SM14_EA.ed.numeric32 unique values
0 missing
ATSC8mnumeric58 unique values
0 missing
SM15_EAnumeric34 unique values
0 missing
ATSC8snumeric58 unique values
0 missing
SM15_EA.ed.numeric32 unique values
0 missing
BACnumeric20 unique values
0 missing
SpDiam_AEA.ri.numeric35 unique values
0 missing
BIC0numeric42 unique values
0 missing
SpDiam_EAnumeric28 unique values
0 missing
BIC1numeric50 unique values
0 missing
SpDiam_EA.ed.numeric31 unique values
0 missing
BIC2numeric49 unique values
0 missing
SpMax_AEA.ri.numeric29 unique values
0 missing
BIC3numeric45 unique values
0 missing
SpMax_EAnumeric28 unique values
0 missing
BIC4numeric47 unique values
0 missing
SpMax_EA.ed.numeric28 unique values
0 missing
BIC5numeric44 unique values
0 missing
ATS3enumeric57 unique values
0 missing
BLInumeric52 unique values
0 missing
ATS6enumeric55 unique values
0 missing
BLTA96numeric45 unique values
0 missing
ATSC3mnumeric58 unique values
0 missing
BLTD48numeric44 unique values
0 missing
SpMax1_Bh.p.numeric41 unique values
0 missing
BLTF96numeric44 unique values
0 missing
SpMax1_Bh.v.numeric39 unique values
0 missing
C.numeric32 unique values
0 missing
GATS8enumeric56 unique values
0 missing
C.001numeric3 unique values
0 missing
ATS4pnumeric56 unique values
0 missing
C.002numeric14 unique values
0 missing
ATSC1mnumeric53 unique values
0 missing
C.003numeric3 unique values
0 missing
P_VSA_LogP_7numeric31 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig02_EAnumeric29 unique values
0 missing
C.006numeric5 unique values
0 missing
SM10_AEA.bo.numeric29 unique values
0 missing
C.007numeric2 unique values
0 missing
ATS6inumeric57 unique values
0 missing
C.008numeric5 unique values
0 missing
ATSC8inumeric58 unique values
0 missing
C.009numeric2 unique values
0 missing
GATS8pnumeric56 unique values
0 missing
C.011numeric2 unique values
0 missing
SpMax7_Bh.e.numeric41 unique values
0 missing
C.012numeric2 unique values
0 missing
CIC2numeric56 unique values
0 missing
C.013numeric2 unique values
0 missing
MWC06numeric46 unique values
0 missing
C.016numeric4 unique values
0 missing
MWC07numeric44 unique values
0 missing
C.017numeric2 unique values
0 missing
X5numeric46 unique values
0 missing
C.018numeric2 unique values
0 missing
ATS3inumeric56 unique values
0 missing
C.024numeric8 unique values
0 missing
ATS2mnumeric49 unique values
0 missing
C.025numeric4 unique values
0 missing
BIDnumeric34 unique values
0 missing
C.026numeric4 unique values
0 missing
Chi0_AEA.bo.numeric41 unique values
0 missing
C.028numeric2 unique values
0 missing
Chi0_AEA.dm.numeric41 unique values
0 missing
C.029numeric2 unique values
0 missing
Chi0_AEA.ed.numeric41 unique values
0 missing
C.033numeric3 unique values
0 missing
Chi0_AEA.ri.numeric41 unique values
0 missing
C.034numeric2 unique values
0 missing
Chi0_EAnumeric41 unique values
0 missing
C.036numeric2 unique values
0 missing
Chi1_AEA.bo.numeric46 unique values
0 missing
C.038numeric2 unique values
0 missing
Chi1_AEA.dm.numeric46 unique values
0 missing
C.039numeric2 unique values
0 missing
Chi1_AEA.ed.numeric46 unique values
0 missing
C.040numeric5 unique values
0 missing
Chi1_AEA.ri.numeric46 unique values
0 missing
C.041numeric2 unique values
0 missing
Chi1_EAnumeric46 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
67
Number of instances (rows) of the dataset.
NumberOfFeatures
605
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
604
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfNumericFeatures
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
9.88
Third quartile of means 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.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.19
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.94
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
8.19
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
-0.58
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.39
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
13164.29
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.84
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
6.13
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.68
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
68.96
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.19
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.24
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Quartile2KurtosisOfNumericAtts
0.52
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
9.03
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
3.96
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.
MeanSkewnessOfNumericAtts
0.65
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
33.67
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
-0.3
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.42
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.05
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
67
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.37
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
3.11
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
20546.4
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4035
0 runs - estimation_procedure: 50 times Clustering
Define a new task