Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419

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: CHEMBL5419 (TID: 100979), and it has 63 rows and 680 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.

682 features

pXC50 (target)numeric57 unique values
0 missing
molecule_id (row identifier)nominal63 unique values
0 missing
SpMin6_Bh.p.numeric42 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
SsNH2numeric46 unique values
0 missing
SpMin6_Bh.s.numeric44 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
AMWnumeric50 unique values
0 missing
SpMin6_Bh.v.numeric47 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
N.066numeric6 unique values
0 missing
SpMin7_Bh.e.numeric44 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
nRNH2numeric6 unique values
0 missing
SpMin7_Bh.i.numeric46 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
Eta_sh_ynumeric44 unique values
0 missing
SpMin7_Bh.p.numeric47 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
ARRnumeric28 unique values
0 missing
SpMin7_Bh.s.numeric36 unique values
0 missing
CATS2D_05_DLnumeric12 unique values
0 missing
ATSC8enumeric59 unique values
0 missing
SpMin7_Bh.v.numeric54 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
ATSC8snumeric62 unique values
0 missing
SpMin8_Bh.m.numeric49 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
BACnumeric31 unique values
0 missing
SpMin8_Bh.p.numeric44 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
BLTA96numeric46 unique values
0 missing
SpMin8_Bh.s.numeric30 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
BLTD48numeric45 unique values
0 missing
SpMin8_Bh.v.numeric39 unique values
0 missing
CATS2D_05_PLnumeric5 unique values
0 missing
BLTF96numeric43 unique values
0 missing
SsssCHnumeric27 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
CATS2D_00_DDnumeric6 unique values
0 missing
Svnumeric51 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
CATS2D_00_DPnumeric6 unique values
0 missing
TIC0numeric50 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
CATS2D_00_PPnumeric6 unique values
0 missing
TIC1numeric53 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_02_DAnumeric9 unique values
0 missing
TIC2numeric55 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
TIC3numeric50 unique values
0 missing
CATS2D_06_DDnumeric5 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
TIC4numeric43 unique values
0 missing
CATS2D_06_DLnumeric10 unique values
0 missing
CATS2D_07_DPnumeric5 unique values
0 missing
TIC5numeric43 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
CATS2D_08_APnumeric6 unique values
0 missing
VARnumeric32 unique values
0 missing
CATS2D_06_LLnumeric15 unique values
0 missing
CATS2D_08_DAnumeric10 unique values
0 missing
VvdwMGnumeric51 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CATS2D_09_DAnumeric7 unique values
0 missing
VvdwZAZnumeric51 unique values
0 missing
CATS2D_06_PLnumeric6 unique values
0 missing
CIC1numeric53 unique values
0 missing
Vxnumeric51 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
DBInumeric28 unique values
0 missing
X0numeric37 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
DLS_01numeric4 unique values
0 missing
X0solnumeric34 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
DLS_03numeric4 unique values
0 missing
X0vnumeric52 unique values
0 missing
CATS2D_07_LLnumeric16 unique values
0 missing
DLS_06numeric5 unique values
0 missing
X1numeric41 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
DLS_consnumeric19 unique values
0 missing
X1Anumeric26 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
X1Kupnumeric55 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
Eig06_EA.dm.numeric11 unique values
0 missing
X1MulPernumeric55 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
Eig07_EA.dm.numeric9 unique values
0 missing
X1Pernumeric56 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
Eig08_EA.dm.numeric6 unique values
0 missing
X1solnumeric37 unique values
0 missing
CATS2D_08_LLnumeric13 unique values
0 missing
Eta_beta_Anumeric47 unique values
0 missing
X1vnumeric55 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
Eta_betaP_Anumeric42 unique values
0 missing
XMODnumeric52 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
Eta_C_Anumeric59 unique values
0 missing
Xunumeric50 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GATS1inumeric49 unique values
0 missing
GATS2pnumeric51 unique values
0 missing
CATS2D_09_DLnumeric10 unique values
0 missing
GATS1vnumeric50 unique values
0 missing
GATS2vnumeric51 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
H.numeric45 unique values
0 missing
MATS2mnumeric48 unique values
0 missing
Chi1_AEA.bo.numeric46 unique values
0 missing
H.050numeric12 unique values
0 missing
SpMaxA_EA.bo.numeric34 unique values
0 missing
Chi1_AEA.dm.numeric46 unique values
0 missing
H.052numeric6 unique values
0 missing
SpMin4_Bh.e.numeric39 unique values
0 missing
Chi1_AEA.ed.numeric46 unique values
0 missing
Hynumeric47 unique values
0 missing
SpMin7_Bh.m.numeric40 unique values
0 missing
Chi1_AEA.ri.numeric46 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ATS7snumeric57 unique values
0 missing
Chi1_EAnumeric46 unique values
0 missing
LOCnumeric38 unique values
0 missing
GATS2inumeric50 unique values
0 missing
Chi1_EA.dm.numeric52 unique values
0 missing
MCDnumeric28 unique values
0 missing
PCDnumeric48 unique values
0 missing
Chi1_EA.ri.numeric58 unique values
0 missing
MLOGPnumeric49 unique values
0 missing
SpMAD_EA.dm.numeric47 unique values
0 missing
CIC4numeric40 unique values
0 missing
MLOGP2numeric48 unique values
0 missing
PW2numeric32 unique values
0 missing
CIC5numeric42 unique values
0 missing
Mpnumeric38 unique values
0 missing
SpMAD_EA.ed.numeric48 unique values
0 missing
Cl.089numeric3 unique values
0 missing
Mvnumeric41 unique values
0 missing
GATS2mnumeric50 unique values
0 missing
CMC.50numeric2 unique values
0 missing
nCsp3numeric13 unique values
0 missing
SpMin2_Bh.s.numeric47 unique values
0 missing
CMC.80numeric2 unique values
0 missing
NdssCnumeric7 unique values
0 missing
SpMin5_Bh.i.numeric50 unique values
0 missing
CSInumeric48 unique values
0 missing
nHAccnumeric13 unique values
0 missing
SpMin2_Bh.e.numeric39 unique values
0 missing
D.Dtr05numeric29 unique values
0 missing
nHDonnumeric11 unique values
0 missing
CIC2numeric54 unique values
0 missing
D.Dtr06numeric49 unique values
0 missing
NsNH2numeric6 unique values
0 missing
Eig10_AEA.ri.numeric38 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
NssCH2numeric9 unique values
0 missing
Eig10_EA.ri.numeric38 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
PHInumeric48 unique values
0 missing
MATS7inumeric52 unique values
0 missing
DELSnumeric63 unique values
0 missing
P_VSA_e_3numeric21 unique values
0 missing
C.006numeric5 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
P_VSA_i_4numeric26 unique values
0 missing
BIC1numeric46 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
P_VSA_LogP_2numeric22 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
DLS_04numeric7 unique values
0 missing
P_VSA_m_2numeric51 unique values
0 missing
CATS2D_09_DPnumeric4 unique values
0 missing
Eig01_AEA.bo.numeric29 unique values
0 missing
P_VSA_MR_2numeric18 unique values
0 missing
SpMax4_Bh.p.numeric36 unique values
0 missing
Eig01_AEA.ed.numeric24 unique values
0 missing
P_VSA_MR_5numeric30 unique values
0 missing
ATS3snumeric57 unique values
0 missing
Eig01_AEA.ri.numeric33 unique values
0 missing
P_VSA_p_2numeric27 unique values
0 missing
SpMax2_Bh.m.numeric51 unique values
0 missing
Eig01_EAnumeric28 unique values
0 missing
P_VSA_s_6numeric35 unique values
0 missing
SpMAD_EA.ri.numeric46 unique values
0 missing
Eig01_EA.bo.numeric29 unique values
0 missing
P_VSA_v_2numeric34 unique values
0 missing
AECCnumeric48 unique values
0 missing
Eig01_EA.dm.numeric17 unique values
0 missing
RBFnumeric29 unique values
0 missing
AMRnumeric54 unique values
0 missing
Eig01_EA.ed.numeric27 unique values
0 missing
RBNnumeric11 unique values
0 missing
ATS1pnumeric49 unique values
0 missing
Eig01_EA.ri.numeric34 unique values
0 missing
S1Knumeric47 unique values
0 missing
ATS1vnumeric50 unique values
0 missing
Eig02_AEA.bo.numeric45 unique values
0 missing
S2Knumeric47 unique values
0 missing
ATS2pnumeric51 unique values
0 missing
Eig02_AEA.ed.numeric42 unique values
0 missing
SAaccnumeric34 unique values
0 missing
ATS3vnumeric56 unique values
0 missing
Eig02_AEA.ri.numeric54 unique values
0 missing
SAdonnumeric17 unique values
0 missing
CATS2D_02_APnumeric5 unique values
0 missing
Eig02_EAnumeric44 unique values
0 missing
SIC1numeric48 unique values
0 missing
CATS2D_02_PPnumeric3 unique values
0 missing
Eig02_EA.bo.numeric47 unique values
0 missing
SPInumeric50 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
Eig02_EA.ed.numeric44 unique values
0 missing
SpMAD_AEA.bo.numeric45 unique values
0 missing
Chi0_AEA.bo.numeric41 unique values
0 missing
Eig02_EA.ri.numeric53 unique values
0 missing
SpMAD_EA.bo.numeric50 unique values
0 missing
Chi0_AEA.dm.numeric41 unique values
0 missing
Eig03_AEA.bo.numeric43 unique values
0 missing
SpMin3_Bh.s.numeric34 unique values
0 missing
Chi0_AEA.ed.numeric41 unique values
0 missing
Eig03_AEA.dm.numeric52 unique values
0 missing
TIEnumeric63 unique values
0 missing
Chi0_AEA.ri.numeric41 unique values
0 missing
Eig03_AEA.ed.numeric39 unique values
0 missing
TPSA.NO.numeric27 unique values
0 missing
Chi0_EAnumeric41 unique values
0 missing
Eig03_AEA.ri.numeric49 unique values
0 missing
TPSA.Tot.numeric28 unique values
0 missing
Chi0_EA.ri.numeric57 unique values
0 missing
Eig03_EAnumeric41 unique values
0 missing
Uindexnumeric50 unique values
0 missing
CIDnumeric38 unique values
0 missing
Eig03_EA.bo.numeric43 unique values
0 missing
PDInumeric37 unique values
0 missing
ECCnumeric45 unique values
0 missing
Eig03_EA.ed.numeric42 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
Eig10_AEA.dm.numeric36 unique values
0 missing
Eig03_EA.ri.numeric49 unique values
0 missing
GATS1mnumeric44 unique values
0 missing
Eta_alphanumeric48 unique values
0 missing
Eig04_AEA.bo.numeric36 unique values
0 missing
ATSC7snumeric61 unique values
0 missing
Eta_betaSnumeric35 unique values
0 missing
Eig04_AEA.ed.numeric40 unique values
0 missing
MATS3vnumeric57 unique values
0 missing
GMTInumeric50 unique values
0 missing
Eig04_AEA.ri.numeric51 unique values
0 missing
SdsCHnumeric18 unique values
0 missing
IDEnumeric48 unique values
0 missing
Eig04_EAnumeric45 unique values
0 missing
SssCH2numeric38 unique values
0 missing
MDDDnumeric50 unique values
0 missing
Eig04_EA.bo.numeric31 unique values
0 missing
X2Avnumeric35 unique values
0 missing
MSDnumeric50 unique values
0 missing
Eig04_EA.ed.numeric42 unique values
0 missing
X3Avnumeric33 unique values
0 missing
nNnumeric10 unique values
0 missing
Eig04_EA.ri.numeric47 unique values
0 missing
X4Avnumeric28 unique values
0 missing
Psi_i_0numeric52 unique values
0 missing
Eig05_AEA.bo.numeric46 unique values
0 missing
CATS2D_09_PLnumeric6 unique values
0 missing
SMTInumeric50 unique values
0 missing
Eig05_AEA.dm.numeric44 unique values
0 missing
ATS1enumeric50 unique values
0 missing
SpMax4_Bh.e.numeric40 unique values
0 missing
Eig05_AEA.ed.numeric42 unique values
0 missing
ATS1inumeric48 unique values
0 missing
SpMax4_Bh.i.numeric40 unique values
0 missing
Eig05_AEA.ri.numeric55 unique values
0 missing
ATS1snumeric51 unique values
0 missing
SpMax4_Bh.v.numeric39 unique values
0 missing
Eig05_EAnumeric44 unique values
0 missing
ATS2enumeric53 unique values
0 missing
SpMax5_Bh.e.numeric47 unique values
0 missing
Eig05_EA.bo.numeric45 unique values
0 missing
ATS2inumeric52 unique values
0 missing
SpMax5_Bh.i.numeric45 unique values
0 missing
Eig05_EA.ed.numeric44 unique values
0 missing
ATS3enumeric54 unique values
0 missing
SpMax5_Bh.p.numeric49 unique values
0 missing
Eig05_EA.ri.numeric54 unique values
0 missing
ATS3inumeric57 unique values
0 missing
SpMax5_Bh.v.numeric49 unique values
0 missing
Eig06_AEA.bo.numeric45 unique values
0 missing
ATS3pnumeric54 unique values
0 missing
SpMaxA_AEA.bo.numeric35 unique values
0 missing
Eig06_AEA.dm.numeric49 unique values
0 missing
ATS4enumeric56 unique values
0 missing
SpMaxA_AEA.ed.numeric33 unique values
0 missing
Eig06_AEA.ed.numeric39 unique values
0 missing
ATS4inumeric58 unique values
0 missing
SpMaxA_AEA.ri.numeric33 unique values
0 missing
Eig06_AEA.ri.numeric48 unique values
0 missing
ATS4pnumeric55 unique values
0 missing
SpMaxA_EAnumeric31 unique values
0 missing
Eig06_EAnumeric41 unique values
0 missing
ATS4vnumeric58 unique values
0 missing
SpMaxA_EA.ri.numeric30 unique values
0 missing
Eig06_EA.bo.numeric44 unique values
0 missing
ATS5enumeric55 unique values
0 missing
SpMin4_Bh.s.numeric36 unique values
0 missing
Eig06_EA.ed.numeric39 unique values
0 missing
ATS5inumeric58 unique values
0 missing
SpMin5_Bh.m.numeric45 unique values
0 missing
Eig06_EA.ri.numeric48 unique values
0 missing
ATS5mnumeric59 unique values
0 missing
SpMin5_Bh.p.numeric42 unique values
0 missing
Eig07_AEA.bo.numeric48 unique values
0 missing
ATS5pnumeric53 unique values
0 missing
SpMin5_Bh.s.numeric44 unique values
0 missing
Eig07_AEA.dm.numeric45 unique values
0 missing
ATS5snumeric59 unique values
0 missing
SpMin5_Bh.v.numeric46 unique values
0 missing
Eig07_AEA.ed.numeric44 unique values
0 missing
ATS5vnumeric57 unique values
0 missing
SpMin8_Bh.e.numeric40 unique values
0 missing
Eig07_AEA.ri.numeric52 unique values
0 missing
ATS6enumeric55 unique values
0 missing
SpMin8_Bh.i.numeric39 unique values
0 missing
Eig07_EAnumeric43 unique values
0 missing
ATS6inumeric56 unique values
0 missing
UNIPnumeric44 unique values
0 missing
Eig07_EA.bo.numeric46 unique values
0 missing
ATS6mnumeric52 unique values
0 missing
X1Madnumeric55 unique values
0 missing
Eig07_EA.ed.numeric46 unique values
0 missing
ATS6pnumeric54 unique values
0 missing
X2vnumeric58 unique values
0 missing
Eig07_EA.ri.numeric49 unique values
0 missing
ATS6snumeric58 unique values
0 missing
SpMax1_Bh.p.numeric35 unique values
0 missing
Eig08_AEA.bo.numeric46 unique values
0 missing
ATS6vnumeric55 unique values
0 missing
SpMax1_Bh.v.numeric36 unique values
0 missing
Eig08_AEA.dm.numeric46 unique values
0 missing
ATS7enumeric57 unique values
0 missing
CATS2D_07_APnumeric4 unique values
0 missing
Eig08_AEA.ed.numeric46 unique values
0 missing
ATS7inumeric58 unique values
0 missing
DLS_05numeric3 unique values
0 missing
Eig08_AEA.ri.numeric40 unique values
0 missing
ATS7mnumeric53 unique values
0 missing
Eig02_EA.dm.numeric17 unique values
0 missing
Eig08_EAnumeric37 unique values
0 missing
ATS7pnumeric57 unique values
0 missing
Eig10_EAnumeric31 unique values
0 missing
Eig08_EA.bo.numeric42 unique values
0 missing
ATS7vnumeric58 unique values
0 missing
H.049numeric3 unique values
0 missing
Eig08_EA.ed.numeric50 unique values
0 missing
ATS8enumeric56 unique values
0 missing
IC3numeric50 unique values
0 missing
Eig08_EA.ri.numeric43 unique values
0 missing
ATS8inumeric56 unique values
0 missing
IDDEnumeric45 unique values
0 missing
Eig09_AEA.bo.numeric41 unique values
0 missing
ATS8mnumeric60 unique values
0 missing
MAXDPnumeric56 unique values
0 missing
Eig09_AEA.ed.numeric43 unique values
0 missing
ATS8pnumeric60 unique values
0 missing
NdOnumeric5 unique values
0 missing
Eig09_AEA.ri.numeric51 unique values
0 missing
ATS8snumeric60 unique values
0 missing
SdOnumeric54 unique values
0 missing
Eig09_EAnumeric37 unique values
0 missing
ATS8vnumeric60 unique values
0 missing
SM04_AEA.dm.numeric31 unique values
0 missing
Eig09_EA.bo.numeric42 unique values
0 missing
ATSC1inumeric50 unique values
0 missing
GATS6snumeric56 unique values
0 missing
Eig09_EA.ed.numeric44 unique values
0 missing
ATSC1mnumeric51 unique values
0 missing
C.040numeric5 unique values
0 missing
Eig09_EA.ri.numeric49 unique values
0 missing
ATSC1pnumeric51 unique values
0 missing
MATS4snumeric55 unique values
0 missing
Eig10_AEA.bo.numeric32 unique values
0 missing
ATSC1vnumeric51 unique values
0 missing
SpMAD_AEA.ed.numeric41 unique values
0 missing
Eig10_AEA.ed.numeric36 unique values
0 missing
ATSC2mnumeric53 unique values
0 missing
PCRnumeric44 unique values
0 missing
Eig10_EA.bo.numeric34 unique values
0 missing
ATSC2pnumeric53 unique values
0 missing
SpMin5_Bh.e.numeric47 unique values
0 missing
Eig10_EA.dm.numeric5 unique values
0 missing
ATSC2vnumeric53 unique values
0 missing
ICRnumeric46 unique values
0 missing
Eig10_EA.ed.numeric40 unique values
0 missing
ATSC3mnumeric58 unique values
0 missing
MATS4enumeric54 unique values
0 missing
Eig11_AEA.bo.numeric30 unique values
0 missing
ATSC3pnumeric56 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
Eig11_AEA.ed.numeric40 unique values
0 missing
ATSC3vnumeric58 unique values
0 missing
DECCnumeric47 unique values
0 missing
Eig11_AEA.ri.numeric42 unique values
0 missing
ATSC4mnumeric58 unique values
0 missing
SpMax3_Bh.i.numeric38 unique values
0 missing
Eig11_EAnumeric38 unique values
0 missing
ATSC4pnumeric58 unique values
0 missing
S3Knumeric52 unique values
0 missing
Eig11_EA.bo.numeric32 unique values
0 missing
ATSC4vnumeric58 unique values
0 missing
MATS8snumeric59 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
ATSC5inumeric58 unique values
0 missing
GATS4snumeric56 unique values
0 missing
Eig11_EA.ed.numeric34 unique values
0 missing
ATSC5mnumeric59 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
Eig11_EA.ri.numeric43 unique values
0 missing
ATSC5pnumeric59 unique values
0 missing
MATS7pnumeric50 unique values
0 missing
Eig12_AEA.bo.numeric38 unique values
0 missing
ATSC5vnumeric59 unique values
0 missing
Chi0_EA.dm.numeric49 unique values
0 missing
Eig12_AEA.ed.numeric43 unique values
0 missing
ATSC6inumeric58 unique values
0 missing
X5Avnumeric19 unique values
0 missing
Eig12_AEA.ri.numeric44 unique values
0 missing
ATSC6mnumeric58 unique values
0 missing
GATS6vnumeric48 unique values
0 missing
Eig12_EAnumeric36 unique values
0 missing
ATSC6pnumeric58 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
Eig12_EA.bo.numeric39 unique values
0 missing
ATSC6snumeric58 unique values
0 missing
piPC06numeric48 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
ATSC6vnumeric57 unique values
0 missing
piPC09numeric51 unique values
0 missing
Eig12_EA.ed.numeric34 unique values
0 missing
ATSC7inumeric55 unique values
0 missing
Eig09_EA.dm.numeric6 unique values
0 missing
Eig12_EA.ri.numeric39 unique values
0 missing
ATSC7mnumeric58 unique values
0 missing
SpMax3_Bh.e.numeric41 unique values
0 missing
Eig13_AEA.bo.numeric47 unique values
0 missing
ATSC7pnumeric58 unique values
0 missing
MATS3enumeric50 unique values
0 missing
Eig13_AEA.ed.numeric42 unique values
0 missing
ATSC7vnumeric58 unique values
0 missing
ALOGPnumeric53 unique values
0 missing
Eig13_AEA.ri.numeric48 unique values
0 missing
ATSC8inumeric61 unique values
0 missing
ALOGP2numeric52 unique values
0 missing
Eig13_EAnumeric42 unique values
0 missing
ATSC8mnumeric61 unique values
0 missing
MATS2vnumeric49 unique values
0 missing
Eig13_EA.bo.numeric48 unique values
0 missing
ATSC8pnumeric61 unique values
0 missing
SpMax1_Bh.m.numeric36 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
ATSC8vnumeric61 unique values
0 missing
SpMax2_Bh.e.numeric47 unique values
0 missing
Eig13_EA.ed.numeric47 unique values
0 missing
BIDnumeric27 unique values
0 missing
Eig01_AEA.dm.numeric30 unique values
0 missing
Eig13_EA.ri.numeric47 unique values
0 missing
C.002numeric5 unique values
0 missing
SpDiam_AEA.dm.numeric30 unique values
0 missing
Eig14_AEA.bo.numeric32 unique values
0 missing
C.008numeric5 unique values
0 missing
SpMax_AEA.dm.numeric30 unique values
0 missing
Eig14_AEA.dm.numeric45 unique values
0 missing
C.036numeric2 unique values
0 missing
GATS8enumeric60 unique values
0 missing
Eig14_AEA.ed.numeric40 unique values
0 missing
CATS2D_07_DDnumeric5 unique values
0 missing
Xindexnumeric37 unique values
0 missing
Eig14_AEA.ri.numeric50 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
ATSC1snumeric55 unique values
0 missing
Eig14_EAnumeric36 unique values
0 missing
CENTnumeric49 unique values
0 missing
SpMax3_Bh.m.numeric39 unique values
0 missing
Eig14_EA.bo.numeric44 unique values
0 missing
Chi0_EA.bo.numeric47 unique values
0 missing
SpMax3_Bh.p.numeric32 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
Chi0_EA.ed.numeric47 unique values
0 missing
SpMax3_Bh.v.numeric36 unique values
0 missing
Eig14_EA.ed.numeric43 unique values
0 missing
Chi1_EA.bo.numeric50 unique values
0 missing
GATS6pnumeric50 unique values
0 missing
Eig14_EA.ri.numeric46 unique values
0 missing
Chi1_EA.ed.numeric47 unique values
0 missing
Eig02_AEA.dm.numeric50 unique values
0 missing
Eig15_AEA.bo.numeric34 unique values
0 missing
CIC0numeric50 unique values
0 missing
SM10_EA.bo.numeric49 unique values
0 missing
Eig15_AEA.dm.numeric45 unique values
0 missing
cRo5numeric2 unique values
0 missing
SM11_EA.bo.numeric49 unique values
0 missing
Eig15_AEA.ed.numeric39 unique values
0 missing
DLS_02numeric5 unique values
0 missing
SM12_EA.bo.numeric50 unique values
0 missing
DLS_07numeric3 unique values
0 missing
SM13_EA.bo.numeric48 unique values
0 missing
Dznumeric44 unique values
0 missing
SM14_EA.bo.numeric47 unique values
0 missing
Eig03_EA.dm.numeric14 unique values
0 missing
SM15_EA.bo.numeric48 unique values
0 missing
Eig04_AEA.dm.numeric42 unique values
0 missing
SpMax2_Bh.v.numeric46 unique values
0 missing
Eig04_EA.dm.numeric8 unique values
0 missing
MATS3mnumeric53 unique values
0 missing
Eig09_AEA.dm.numeric40 unique values
0 missing
MATS5snumeric57 unique values
0 missing
Eig11_AEA.dm.numeric27 unique values
0 missing
SpMax2_Bh.p.numeric44 unique values
0 missing
Eig12_AEA.dm.numeric47 unique values
0 missing
MATS7vnumeric55 unique values
0 missing
Eig13_AEA.dm.numeric42 unique values
0 missing
SpMin2_Bh.i.numeric39 unique values
0 missing
Eta_Cnumeric63 unique values
0 missing
BLInumeric48 unique values
0 missing
Eta_epsinumeric50 unique values
0 missing
X1Avnumeric40 unique values
0 missing
Eta_FL_Anumeric40 unique values
0 missing
CIC3numeric48 unique values
0 missing
Eta_Lnumeric58 unique values
0 missing
AACnumeric48 unique values
0 missing
Eta_L_Anumeric36 unique values
0 missing
ATS1mnumeric49 unique values
0 missing
GGI6numeric35 unique values
0 missing
ATS2mnumeric49 unique values
0 missing
GGI7numeric40 unique values
0 missing
ATS2snumeric57 unique values
0 missing
HDcpxnumeric41 unique values
0 missing
ATS2vnumeric50 unique values
0 missing
IACnumeric50 unique values
0 missing
ATS3mnumeric57 unique values
0 missing
IC4numeric41 unique values
0 missing
ATS4mnumeric55 unique values
0 missing
IC5numeric41 unique values
0 missing
ATS4snumeric58 unique values
0 missing
IDDMnumeric41 unique values
0 missing
ATSC1enumeric43 unique values
0 missing
IDETnumeric49 unique values
0 missing
ATSC2enumeric49 unique values
0 missing
IDMnumeric49 unique values
0 missing
ATSC2inumeric51 unique values
0 missing
IDMTnumeric50 unique values
0 missing
ATSC2snumeric58 unique values
0 missing
ISIZnumeric26 unique values
0 missing
ATSC3enumeric57 unique values
0 missing
IVDMnumeric37 unique values
0 missing
ATSC3inumeric57 unique values
0 missing
LPRSnumeric50 unique values
0 missing
ATSC3snumeric59 unique values
0 missing
MATS3pnumeric50 unique values
0 missing
ATSC4enumeric58 unique values
0 missing
MWnumeric51 unique values
0 missing
ATSC4inumeric58 unique values
0 missing
N.072numeric6 unique values
0 missing
ATSC4snumeric59 unique values
0 missing
nATnumeric26 unique values
0 missing
ATSC5enumeric59 unique values
0 missing
nBTnumeric29 unique values
0 missing
ATSC5snumeric59 unique values
0 missing
nCsnumeric7 unique values
0 missing
ATSC6enumeric58 unique values
0 missing
nDBnumeric8 unique values
0 missing
ATSC7enumeric57 unique values
0 missing
nHnumeric22 unique values
0 missing
BBInumeric26 unique values
0 missing
nRCHOnumeric2 unique values
0 missing
BIC0numeric40 unique values
0 missing
nRCONHRnumeric3 unique values
0 missing
BIC2numeric46 unique values
0 missing
nSKnumeric23 unique values
0 missing
BIC3numeric39 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
BIC4numeric32 unique values
0 missing
O.058numeric5 unique values
0 missing
BIC5numeric32 unique values
0 missing
ON0numeric35 unique values
0 missing
C.numeric32 unique values
0 missing
ON0Vnumeric49 unique values
0 missing
C.001numeric3 unique values
0 missing
ON1numeric40 unique values
0 missing
C.003numeric2 unique values
0 missing
ON1Vnumeric53 unique values
0 missing
C.005numeric3 unique values
0 missing
Psi_e_0numeric62 unique values
0 missing
C.009numeric2 unique values
0 missing
P_VSA_e_1numeric23 unique values
0 missing
C.013numeric2 unique values
0 missing
P_VSA_i_3numeric41 unique values
0 missing
C.016numeric2 unique values
0 missing
P_VSA_LogP_4numeric19 unique values
0 missing
C.024numeric10 unique values
0 missing
P_VSA_LogP_7numeric25 unique values
0 missing
C.025numeric6 unique values
0 missing
P_VSA_m_1numeric22 unique values
0 missing
C.026numeric7 unique values
0 missing
P_VSA_p_1numeric30 unique values
0 missing
C.028numeric2 unique values
0 missing
P_VSA_s_2numeric23 unique values
0 missing
C.029numeric3 unique values
0 missing
P_VSA_v_1numeric22 unique values
0 missing
C.033numeric2 unique values
0 missing
S0Knumeric44 unique values
0 missing
C.034numeric2 unique values
0 missing
SAtotnumeric51 unique values
0 missing
C.035numeric2 unique values
0 missing
Senumeric51 unique values
0 missing
C.037numeric2 unique values
0 missing
Sinumeric51 unique values
0 missing
C.039numeric2 unique values
0 missing
SMTIVnumeric62 unique values
0 missing
C.041numeric3 unique values
0 missing
Spnumeric51 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
SpAD_EA.dm.numeric32 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
SpMAD_AEA.ri.numeric49 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
SpMAD_EAnumeric42 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
SpMax6_Bh.e.numeric44 unique values
0 missing
CATS2D_01_LLnumeric17 unique values
0 missing
SpMax6_Bh.i.numeric42 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
SpMax6_Bh.m.numeric42 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
SpMax6_Bh.p.numeric42 unique values
0 missing
CATS2D_02_DDnumeric5 unique values
0 missing
SpMax6_Bh.v.numeric46 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
SpMax7_Bh.e.numeric49 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
SpMax7_Bh.i.numeric49 unique values
0 missing
CATS2D_02_DPnumeric5 unique values
0 missing
SpMax7_Bh.m.numeric45 unique values
0 missing
CATS2D_02_LLnumeric16 unique values
0 missing
SpMax7_Bh.p.numeric32 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
SpMax7_Bh.v.numeric40 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
SpMax8_Bh.e.numeric38 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
SpMax8_Bh.i.numeric43 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
SpMax8_Bh.m.numeric45 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
SpMax8_Bh.p.numeric36 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
SpMax8_Bh.v.numeric34 unique values
0 missing
CATS2D_03_DLnumeric11 unique values
0 missing
SpMaxA_EA.ed.numeric37 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
SpMin1_Bh.s.numeric30 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
SpMin4_Bh.i.numeric39 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
SpMin4_Bh.m.numeric32 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
SpMin4_Bh.p.numeric39 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
SpMin4_Bh.v.numeric38 unique values
0 missing
CATS2D_04_ALnumeric17 unique values
0 missing
SpMin6_Bh.e.numeric51 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
SpMin6_Bh.i.numeric48 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
SpMin6_Bh.m.numeric44 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
63
Number of instances (rows) of the dataset.
NumberOfFeatures
682
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
681
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
10.83
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.72
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
0.23
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.86
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
93.75
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
0.14
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.98
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.61
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
63
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.14
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
30687.87
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
1.11
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
6.56
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.94
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
7.94
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
0.54
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
22827.48
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.31
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.88
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
0.95
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
2.44
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
148.25
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.43
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.22
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.27
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-CHEMBL5419
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5419
0 runs - estimation_procedure: 50 times Clustering
Define a new task