Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545

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: CHEMBL5545 (TID: 101016), and it has 58 rows and 524 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.

526 features

pXC50 (target)numeric23 unique values
0 missing
molecule_id (row identifier)nominal58 unique values
0 missing
P_VSA_LogP_3numeric6 unique values
0 missing
Chi0_EA.ri.numeric55 unique values
0 missing
SaasNnumeric32 unique values
0 missing
P_VSA_MR_6numeric25 unique values
0 missing
Eig14_EA.ed.numeric47 unique values
0 missing
SaaNnumeric35 unique values
0 missing
SM11_EA.ed.numeric47 unique values
0 missing
SM09_AEA.ri.numeric47 unique values
0 missing
GATS7enumeric55 unique values
0 missing
SM12_EA.ed.numeric46 unique values
0 missing
SpMin4_Bh.i.numeric44 unique values
0 missing
SpMin1_Bh.e.numeric18 unique values
0 missing
SM13_EA.ed.numeric48 unique values
0 missing
SpMin5_Bh.m.numeric35 unique values
0 missing
GATS1inumeric35 unique values
0 missing
SM14_EA.ed.numeric44 unique values
0 missing
SpMin6_Bh.v.numeric31 unique values
0 missing
MATS1inumeric32 unique values
0 missing
MATS3snumeric53 unique values
0 missing
X1numeric49 unique values
0 missing
SaasCnumeric39 unique values
0 missing
SpMax2_Bh.m.numeric46 unique values
0 missing
X1Madnumeric55 unique values
0 missing
Eig01_AEA.ed.numeric18 unique values
0 missing
Minumeric18 unique values
0 missing
X1solnumeric49 unique values
0 missing
SpMax_AEA.ed.numeric18 unique values
0 missing
MATS3mnumeric49 unique values
0 missing
Eig02_AEA.bo.numeric50 unique values
0 missing
SM15_EAnumeric48 unique values
0 missing
SpMin3_Bh.i.numeric49 unique values
0 missing
Eig03_EA.bo.numeric39 unique values
0 missing
ATS6snumeric55 unique values
0 missing
SpMax7_Bh.s.numeric44 unique values
0 missing
piPC03numeric42 unique values
0 missing
ATS7mnumeric55 unique values
0 missing
D.Dtr05numeric19 unique values
0 missing
P_VSA_s_4numeric29 unique values
0 missing
ATS7snumeric54 unique values
0 missing
SpMin3_Bh.p.numeric49 unique values
0 missing
ATSC6snumeric56 unique values
0 missing
ATS4mnumeric54 unique values
0 missing
ATSC7mnumeric56 unique values
0 missing
ATS4vnumeric55 unique values
0 missing
ATSC7snumeric56 unique values
0 missing
ATS5mnumeric52 unique values
0 missing
SpDiam_AEA.ri.numeric34 unique values
0 missing
ATS5vnumeric54 unique values
0 missing
Eig08_AEA.ri.numeric46 unique values
0 missing
ATSC2enumeric45 unique values
0 missing
Eig08_EAnumeric42 unique values
0 missing
ATSC6enumeric53 unique values
0 missing
SM02_AEA.dm.numeric42 unique values
0 missing
BACnumeric24 unique values
0 missing
SpMax8_Bh.m.numeric35 unique values
0 missing
DELSnumeric56 unique values
0 missing
CATS2D_02_LLnumeric15 unique values
0 missing
GGI3numeric32 unique values
0 missing
SpMaxA_EA.ed.numeric41 unique values
0 missing
SM05_EA.bo.numeric50 unique values
0 missing
SpMax2_Bh.i.numeric39 unique values
0 missing
nR05numeric2 unique values
0 missing
SaaCHnumeric37 unique values
0 missing
SRW05numeric2 unique values
0 missing
SpMin1_Bh.m.numeric15 unique values
0 missing
SRW07numeric2 unique values
0 missing
GATS3snumeric55 unique values
0 missing
ATSC5enumeric55 unique values
0 missing
C.numeric27 unique values
0 missing
DBInumeric30 unique values
0 missing
C.025numeric4 unique values
0 missing
DLS_03numeric4 unique values
0 missing
GNarnumeric34 unique values
0 missing
SM09_EA.ed.numeric48 unique values
0 missing
MCDnumeric29 unique values
0 missing
SM10_EA.ed.numeric48 unique values
0 missing
nABnumeric5 unique values
0 missing
X2Anumeric29 unique values
0 missing
nBMnumeric12 unique values
0 missing
ATS4snumeric56 unique values
0 missing
nCarnumeric5 unique values
0 missing
ATS5snumeric55 unique values
0 missing
piIDnumeric44 unique values
0 missing
ATS5inumeric52 unique values
0 missing
piPC05numeric46 unique values
0 missing
ATS6enumeric53 unique values
0 missing
piPC06numeric45 unique values
0 missing
ATSC4pnumeric56 unique values
0 missing
piPC07numeric44 unique values
0 missing
ATSC7pnumeric56 unique values
0 missing
piPC08numeric47 unique values
0 missing
ATSC7vnumeric56 unique values
0 missing
piPC09numeric48 unique values
0 missing
Eig01_EA.ri.numeric22 unique values
0 missing
piPC10numeric47 unique values
0 missing
SpDiam_EA.ri.numeric24 unique values
0 missing
Rperimnumeric8 unique values
0 missing
SpMax_EA.ri.numeric22 unique values
0 missing
SpMax1_Bh.e.numeric37 unique values
0 missing
BIC3numeric37 unique values
0 missing
SpMax1_Bh.i.numeric41 unique values
0 missing
H.052numeric8 unique values
0 missing
SpMax1_Bh.v.numeric31 unique values
0 missing
nCrsnumeric4 unique values
0 missing
SpMin1_Bh.p.numeric20 unique values
0 missing
P_VSA_MR_2numeric20 unique values
0 missing
SpMin1_Bh.v.numeric22 unique values
0 missing
P_VSA_MR_5numeric53 unique values
0 missing
TRSnumeric8 unique values
0 missing
BBInumeric23 unique values
0 missing
Ucnumeric12 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
SM15_EA.ed.numeric47 unique values
0 missing
Eig06_AEA.dm.numeric49 unique values
0 missing
ATS6vnumeric54 unique values
0 missing
Eig11_AEA.ed.numeric35 unique values
0 missing
ATS7enumeric56 unique values
0 missing
Eig11_AEA.ri.numeric50 unique values
0 missing
ATS7inumeric56 unique values
0 missing
Eig11_EAnumeric43 unique values
0 missing
ATSC6mnumeric56 unique values
0 missing
Eig11_EA.ed.numeric46 unique values
0 missing
DLS_06numeric4 unique values
0 missing
Eig11_EA.ri.numeric46 unique values
0 missing
SM07_EA.bo.numeric51 unique values
0 missing
Eig12_AEA.bo.numeric50 unique values
0 missing
SM08_EA.bo.numeric55 unique values
0 missing
Eig12_AEA.ed.numeric43 unique values
0 missing
SM09_EA.bo.numeric52 unique values
0 missing
Eig12_EA.bo.numeric49 unique values
0 missing
SM10_EA.bo.numeric53 unique values
0 missing
MPC02numeric23 unique values
0 missing
SM11_EA.bo.numeric50 unique values
0 missing
MWC03numeric41 unique values
0 missing
SM12_EA.bo.numeric53 unique values
0 missing
MWC04numeric45 unique values
0 missing
SM13_EA.bo.numeric53 unique values
0 missing
piPC01numeric24 unique values
0 missing
SM14_EA.bo.numeric53 unique values
0 missing
SCBOnumeric24 unique values
0 missing
SM15_EA.bo.numeric54 unique values
0 missing
SM02_AEA.bo.numeric34 unique values
0 missing
SpMAD_EA.ri.numeric45 unique values
0 missing
SM02_AEA.ed.numeric41 unique values
0 missing
SpMin4_Bh.s.numeric41 unique values
0 missing
SM02_EAnumeric23 unique values
0 missing
X0Avnumeric36 unique values
0 missing
SM02_EA.ri.numeric53 unique values
0 missing
X0Anumeric24 unique values
0 missing
SM04_EA.ri.numeric48 unique values
0 missing
SpMax8_Bh.s.numeric37 unique values
0 missing
SM05_AEA.dm.numeric43 unique values
0 missing
HNarnumeric29 unique values
0 missing
SM06_AEA.ri.numeric46 unique values
0 missing
ATS6mnumeric55 unique values
0 missing
SpAD_EA.bo.numeric56 unique values
0 missing
ATSC6inumeric56 unique values
0 missing
SpAD_EA.ed.numeric51 unique values
0 missing
SpMin1_Bh.i.numeric17 unique values
0 missing
SpMin2_Bh.i.numeric26 unique values
0 missing
CIC4numeric39 unique values
0 missing
TIC1numeric38 unique values
0 missing
CIC5numeric40 unique values
0 missing
X3numeric48 unique values
0 missing
SIC4numeric38 unique values
0 missing
X3solnumeric50 unique values
0 missing
Eig08_EA.ri.numeric45 unique values
0 missing
X5numeric51 unique values
0 missing
LOCnumeric32 unique values
0 missing
X5solnumeric51 unique values
0 missing
PW3numeric37 unique values
0 missing
ZM2numeric41 unique values
0 missing
ATS3enumeric52 unique values
0 missing
SpMin3_Bh.e.numeric48 unique values
0 missing
ATS3inumeric52 unique values
0 missing
D.Dtr06numeric37 unique values
0 missing
ATS3pnumeric55 unique values
0 missing
PW5numeric23 unique values
0 missing
ATS3vnumeric55 unique values
0 missing
BIC4numeric35 unique values
0 missing
ATS4enumeric55 unique values
0 missing
SpMAD_EA.ed.numeric51 unique values
0 missing
ATS4inumeric53 unique values
0 missing
X4Anumeric24 unique values
0 missing
ATS5enumeric55 unique values
0 missing
GGI4numeric42 unique values
0 missing
ATS7pnumeric51 unique values
0 missing
ATSC7enumeric53 unique values
0 missing
ATS7vnumeric55 unique values
0 missing
GATS7snumeric50 unique values
0 missing
ATS8pnumeric54 unique values
0 missing
nCb.numeric4 unique values
0 missing
ATS8vnumeric53 unique values
0 missing
SpMax1_Bh.p.numeric30 unique values
0 missing
ATSC2vnumeric54 unique values
0 missing
X5Anumeric16 unique values
0 missing
ATSC3inumeric55 unique values
0 missing
Eta_sh_ynumeric35 unique values
0 missing
ATSC3mnumeric55 unique values
0 missing
SpMax5_Bh.m.numeric49 unique values
0 missing
ATSC3vnumeric55 unique values
0 missing
Eig01_AEA.dm.numeric21 unique values
0 missing
ATSC4mnumeric56 unique values
0 missing
SpMax_AEA.dm.numeric21 unique values
0 missing
ATSC4vnumeric56 unique values
0 missing
nR06numeric3 unique values
0 missing
ATSC5mnumeric56 unique values
0 missing
Eta_sh_pnumeric34 unique values
0 missing
ATSC7inumeric55 unique values
0 missing
XMODnumeric55 unique values
0 missing
ATSC8pnumeric55 unique values
0 missing
SM08_EA.ed.numeric49 unique values
0 missing
Chi0_EA.bo.numeric55 unique values
0 missing
SM13_EAnumeric48 unique values
0 missing
CIC3numeric38 unique values
0 missing
SM14_EAnumeric50 unique values
0 missing
Eta_Cnumeric56 unique values
0 missing
SpMin3_Bh.m.numeric40 unique values
0 missing
Eta_C_Anumeric55 unique values
0 missing
X3Avnumeric32 unique values
0 missing
SpMAD_AEA.bo.numeric44 unique values
0 missing
SpMax4_Bh.m.numeric51 unique values
0 missing
SpMin6_Bh.s.numeric24 unique values
0 missing
ATS4pnumeric53 unique values
0 missing
SpMin8_Bh.m.numeric38 unique values
0 missing
ATS5pnumeric55 unique values
0 missing
SpMin8_Bh.s.numeric22 unique values
0 missing
ATS6inumeric54 unique values
0 missing
TIEnumeric56 unique values
0 missing
ATS6pnumeric55 unique values
0 missing
X1Anumeric29 unique values
0 missing
ATSC5inumeric55 unique values
0 missing
X1Pernumeric53 unique values
0 missing
ATSC5pnumeric56 unique values
0 missing
X2Avnumeric40 unique values
0 missing
ATSC5vnumeric56 unique values
0 missing
X2vnumeric56 unique values
0 missing
ATSC6pnumeric56 unique values
0 missing
X3vnumeric55 unique values
0 missing
ATSC6vnumeric56 unique values
0 missing
X4vnumeric56 unique values
0 missing
Eig02_EA.bo.numeric44 unique values
0 missing
X5Avnumeric27 unique values
0 missing
MATS1mnumeric27 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
SM12_AEA.ri.numeric44 unique values
0 missing
AECCnumeric49 unique values
0 missing
SpMin4_Bh.m.numeric40 unique values
0 missing
AMWnumeric35 unique values
0 missing
SpMin5_Bh.v.numeric44 unique values
0 missing
ARRnumeric18 unique values
0 missing
ALOGPnumeric54 unique values
0 missing
ATS1enumeric35 unique values
0 missing
ALOGP2numeric54 unique values
0 missing
ATS1inumeric35 unique values
0 missing
BIC0numeric31 unique values
0 missing
ATS2enumeric50 unique values
0 missing
BLTA96numeric32 unique values
0 missing
ATS2inumeric53 unique values
0 missing
BLTD48numeric32 unique values
0 missing
ATS8enumeric52 unique values
0 missing
BLTF96numeric32 unique values
0 missing
ATS8inumeric53 unique values
0 missing
MLOGPnumeric32 unique values
0 missing
ATSC1inumeric35 unique values
0 missing
MLOGP2numeric32 unique values
0 missing
ATSC1mnumeric35 unique values
0 missing
IDEnumeric47 unique values
0 missing
ATSC1pnumeric35 unique values
0 missing
MSDnumeric51 unique values
0 missing
ATSC1vnumeric35 unique values
0 missing
Eig01_AEA.bo.numeric26 unique values
0 missing
ATSC2inumeric50 unique values
0 missing
SpMax_AEA.bo.numeric26 unique values
0 missing
ATSC2mnumeric54 unique values
0 missing
SpMax3_Bh.i.numeric45 unique values
0 missing
ATSC8inumeric55 unique values
0 missing
GATS8mnumeric54 unique values
0 missing
ATSC8mnumeric55 unique values
0 missing
ATS2snumeric54 unique values
0 missing
ATSC8vnumeric55 unique values
0 missing
ATS3snumeric56 unique values
0 missing
BIC1numeric34 unique values
0 missing
ATS8snumeric55 unique values
0 missing
BIC2numeric38 unique values
0 missing
ATSC2snumeric55 unique values
0 missing
C.002numeric10 unique values
0 missing
ATSC4enumeric54 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
ATSC4inumeric53 unique values
0 missing
CATS2D_08_LLnumeric19 unique values
0 missing
C.008numeric4 unique values
0 missing
CATS2D_09_LLnumeric19 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
Chi1_EA.bo.numeric56 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
CIC0numeric34 unique values
0 missing
CATS2D_07_LLnumeric18 unique values
0 missing
CIC1numeric38 unique values
0 missing
DLS_02numeric4 unique values
0 missing
CIC2numeric40 unique values
0 missing
Eig08_EA.ed.numeric46 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Eig11_AEA.dm.numeric28 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Eig15_AEA.dm.numeric47 unique values
0 missing
DLS_07numeric2 unique values
0 missing
Eta_epsi_Anumeric31 unique values
0 missing
Eig01_EA.bo.numeric26 unique values
0 missing
GATS3vnumeric50 unique values
0 missing
Eta_epsinumeric35 unique values
0 missing
IDDEnumeric41 unique values
0 missing
Eta_Lnumeric54 unique values
0 missing
LLS_02numeric4 unique values
0 missing
GATS1mnumeric34 unique values
0 missing
MATS1enumeric33 unique values
0 missing
GATS2inumeric54 unique values
0 missing
MATS2vnumeric51 unique values
0 missing
GATS2mnumeric44 unique values
0 missing
NaasCnumeric4 unique values
0 missing
GATS2pnumeric50 unique values
0 missing
nNnumeric6 unique values
0 missing
GATS2vnumeric51 unique values
0 missing
nOnumeric7 unique values
0 missing
H.046numeric13 unique values
0 missing
NssOnumeric4 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_e_3numeric12 unique values
0 missing
IC1numeric37 unique values
0 missing
P_VSA_i_4numeric13 unique values
0 missing
Infective.80numeric2 unique values
0 missing
RBFnumeric30 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
SM03_AEA.ri.numeric46 unique values
0 missing
ISIZnumeric31 unique values
0 missing
SpMax1_Bh.s.numeric18 unique values
0 missing
MATS2inumeric51 unique values
0 missing
SpMax2_Bh.s.numeric23 unique values
0 missing
MATS2pnumeric50 unique values
0 missing
SpMax5_Bh.i.numeric42 unique values
0 missing
MATS3vnumeric49 unique values
0 missing
SpMax5_Bh.p.numeric40 unique values
0 missing
N.numeric21 unique values
0 missing
SpMin5_Bh.e.numeric44 unique values
0 missing
N.073numeric2 unique values
0 missing
SpMin5_Bh.i.numeric46 unique values
0 missing
N.075numeric2 unique values
0 missing
SpMin5_Bh.p.numeric43 unique values
0 missing
NaaNnumeric2 unique values
0 missing
SpMin5_Bh.s.numeric38 unique values
0 missing
NaasNnumeric2 unique values
0 missing
SpMin7_Bh.p.numeric34 unique values
0 missing
nATnumeric31 unique values
0 missing
SpMin7_Bh.v.numeric34 unique values
0 missing
nBTnumeric28 unique values
0 missing
SsCH3numeric51 unique values
0 missing
nCsnumeric12 unique values
0 missing
TIC4numeric40 unique values
0 missing
nCsp3numeric16 unique values
0 missing
TIC5numeric40 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
UNIPnumeric46 unique values
0 missing
nHnumeric25 unique values
0 missing
SpMax1_Bh.m.numeric39 unique values
0 missing
NssCH2numeric9 unique values
0 missing
Eta_FLnumeric47 unique values
0 missing
ON0Vnumeric37 unique values
0 missing
SM04_EA.bo.numeric54 unique values
0 missing
ON1Vnumeric37 unique values
0 missing
SpDiam_AEA.bo.numeric36 unique values
0 missing
PDInumeric34 unique values
0 missing
GATS1enumeric32 unique values
0 missing
PHInumeric37 unique values
0 missing
ATS3mnumeric52 unique values
0 missing
P_VSA_e_1numeric22 unique values
0 missing
Eig09_EAnumeric28 unique values
0 missing
P_VSA_e_5numeric11 unique values
0 missing
SM03_AEA.dm.numeric28 unique values
0 missing
P_VSA_i_3numeric32 unique values
0 missing
SPInumeric51 unique values
0 missing
P_VSA_LogP_7numeric24 unique values
0 missing
Vindexnumeric43 unique values
0 missing
P_VSA_m_1numeric21 unique values
0 missing
Xindexnumeric41 unique values
0 missing
P_VSA_m_3numeric11 unique values
0 missing
Yindexnumeric48 unique values
0 missing
P_VSA_MR_1numeric30 unique values
0 missing
P_VSA_LogP_2numeric24 unique values
0 missing
P_VSA_MR_7numeric4 unique values
0 missing
HVcpxnumeric48 unique values
0 missing
P_VSA_p_1numeric22 unique values
0 missing
SRW09numeric3 unique values
0 missing
P_VSA_s_2numeric21 unique values
0 missing
SpMax6_Bh.m.numeric44 unique values
0 missing
P_VSA_s_3numeric33 unique values
0 missing
ATS2mnumeric51 unique values
0 missing
P_VSA_v_1numeric21 unique values
0 missing
GGI10numeric39 unique values
0 missing
PW2numeric34 unique values
0 missing
ZM1Madnumeric54 unique values
0 missing
RBNnumeric16 unique values
0 missing
P_VSA_i_2numeric36 unique values
0 missing
S1Knumeric33 unique values
0 missing
P_VSA_p_3numeric36 unique values
0 missing
S2Knumeric37 unique values
0 missing
P_VSA_v_3numeric36 unique values
0 missing
S3Knumeric53 unique values
0 missing
DLS_05numeric3 unique values
0 missing
SAtotnumeric36 unique values
0 missing
SpMAD_AEA.ed.numeric43 unique values
0 missing
Senumeric35 unique values
0 missing
TIC2numeric40 unique values
0 missing
Sinumeric35 unique values
0 missing
TIC3numeric40 unique values
0 missing
SIC1numeric35 unique values
0 missing
X3Anumeric25 unique values
0 missing
SIC2numeric35 unique values
0 missing
GATS3mnumeric47 unique values
0 missing
SIC3numeric33 unique values
0 missing
X4solnumeric51 unique values
0 missing
SM11_AEA.ri.numeric26 unique values
0 missing
Eig09_AEA.bo.numeric27 unique values
0 missing
Spnumeric35 unique values
0 missing
Eig09_EA.bo.numeric27 unique values
0 missing
SpDiam_EA.bo.numeric26 unique values
0 missing
ATSC5snumeric56 unique values
0 missing
SpMAD_AEA.ri.numeric46 unique values
0 missing
MATS1vnumeric28 unique values
0 missing
SpMAD_EAnumeric38 unique values
0 missing
SpMin6_Bh.p.numeric40 unique values
0 missing
SpMax7_Bh.e.numeric32 unique values
0 missing
ATS2pnumeric53 unique values
0 missing
SpMax7_Bh.i.numeric30 unique values
0 missing
ATS2vnumeric52 unique values
0 missing
SpMax7_Bh.m.numeric38 unique values
0 missing
ATSC2pnumeric54 unique values
0 missing
SpMax8_Bh.e.numeric34 unique values
0 missing
ATSC3pnumeric55 unique values
0 missing
SpMax8_Bh.i.numeric36 unique values
0 missing
Chi0_EA.ed.numeric51 unique values
0 missing
SpMax8_Bh.p.numeric37 unique values
0 missing
Psi_i_1numeric55 unique values
0 missing
SpMax8_Bh.v.numeric36 unique values
0 missing
SpMin6_Bh.m.numeric30 unique values
0 missing
SpMaxA_EA.bo.numeric35 unique values
0 missing
X5vnumeric56 unique values
0 missing
SpMax_EA.bo.numeric26 unique values
0 missing
ICRnumeric44 unique values
0 missing
SpMin1_Bh.s.numeric22 unique values
0 missing
AMRnumeric54 unique values
0 missing
SpMin2_Bh.m.numeric24 unique values
0 missing
SpMin6_Bh.e.numeric33 unique values
0 missing
SpMin2_Bh.s.numeric28 unique values
0 missing
SpMin6_Bh.i.numeric36 unique values
0 missing
SpMin2_Bh.v.numeric35 unique values
0 missing
AACnumeric35 unique values
0 missing
SpMin3_Bh.s.numeric38 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
SpMin3_Bh.v.numeric46 unique values
0 missing
D.Dtr04numeric19 unique values
0 missing
SpMin7_Bh.e.numeric31 unique values
0 missing
Eig02_AEA.dm.numeric45 unique values
0 missing
SpMin7_Bh.i.numeric30 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
SpMin7_Bh.m.numeric31 unique values
0 missing
Eig09_AEA.dm.numeric32 unique values
0 missing
SpMin7_Bh.s.numeric26 unique values
0 missing
Eta_betaSnumeric27 unique values
0 missing
SpMin8_Bh.e.numeric33 unique values
0 missing
H.053numeric2 unique values
0 missing
SpMin8_Bh.i.numeric33 unique values
0 missing
IC0numeric35 unique values
0 missing
SpMin8_Bh.p.numeric30 unique values
0 missing
nCrtnumeric2 unique values
0 missing
SpMin8_Bh.v.numeric33 unique values
0 missing
nR04numeric2 unique values
0 missing
SssCH2numeric56 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
SssOnumeric27 unique values
0 missing
O.060numeric4 unique values
0 missing
Svnumeric35 unique values
0 missing
SM02_EA.dm.numeric25 unique values
0 missing
Uindexnumeric51 unique values
0 missing
SM03_EA.dm.numeric11 unique values
0 missing
VARnumeric36 unique values
0 missing
SM04_EA.dm.numeric25 unique values
0 missing
VvdwMGnumeric35 unique values
0 missing
SM05_EA.dm.numeric13 unique values
0 missing
VvdwZAZnumeric35 unique values
0 missing
SM06_EA.dm.numeric25 unique values
0 missing
Vxnumeric35 unique values
0 missing
SM07_EA.dm.numeric15 unique values
0 missing
X0vnumeric38 unique values
0 missing
SM08_EA.dm.numeric25 unique values
0 missing
X1Kupnumeric39 unique values
0 missing
SM09_EA.dm.numeric15 unique values
0 missing
X1MulPernumeric46 unique values
0 missing
SM10_EA.dm.numeric21 unique values
0 missing
X1vnumeric39 unique values
0 missing
SM11_EA.dm.numeric15 unique values
0 missing
piPC04numeric44 unique values
0 missing
SM12_EA.dm.numeric19 unique values
0 missing
SM06_EA.bo.numeric56 unique values
0 missing
SM13_EA.dm.numeric15 unique values
0 missing
PW4numeric31 unique values
0 missing
SM14_EA.dm.numeric18 unique values
0 missing
C.024numeric5 unique values
0 missing
SM15_EA.dm.numeric15 unique values
0 missing
Eta_betaPnumeric15 unique values
0 missing
SpAD_EA.dm.numeric25 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
Eig03_AEA.bo.numeric48 unique values
0 missing
nBnznumeric3 unique values
0 missing
MATS1pnumeric29 unique values
0 missing
nCbHnumeric5 unique values
0 missing
Chi0_AEA.bo.numeric50 unique values
0 missing
nCICnumeric4 unique values
0 missing
Chi0_AEA.dm.numeric50 unique values
0 missing
nCIRnumeric4 unique values
0 missing
Chi0_AEA.ed.numeric50 unique values
0 missing
nCsp2numeric9 unique values
0 missing
Chi0_AEA.ri.numeric50 unique values
0 missing
NRSnumeric4 unique values
0 missing
Chi0_EAnumeric50 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
58
Number of instances (rows) of the dataset.
NumberOfFeatures
526
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
525
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
5.2
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.5
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
227.28
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.53
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
3.96
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
1.31
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
-0.21
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
22.47
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.36
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.25
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.21
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
-1.18
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
9.07
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.03
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.86
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
9.56
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
0.2
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
0.58
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
27.74
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.24
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
581.01
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
-0.02
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
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
10.61
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.21
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
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-CHEMBL5545
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545
0 runs - estimation_procedure: 50 times Clustering
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