Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401

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: CHEMBL5401 (TID: 101176), and it has 69 rows and 481 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.

483 features

pXC50 (target)numeric61 unique values
0 missing
molecule_id (row identifier)nominal69 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS5inumeric64 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
ATSC4snumeric68 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
Chi0_EA.dm.numeric62 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
Minumeric20 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
Eig06_AEA.dm.numeric55 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
SsFnumeric26 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS7mnumeric54 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
nArXnumeric4 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
D.Dtr06numeric48 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
C.026numeric6 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
SpMax2_Bh.s.numeric21 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
ATSC5snumeric68 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
DELSnumeric68 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
ATSC5enumeric65 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
F.084numeric4 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
P_VSA_LogP_6numeric11 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
ATSC4enumeric64 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
ATSC3snumeric68 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
Eig08_EAnumeric42 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
SM02_AEA.dm.numeric42 unique values
0 missing
Chi0_AEA.bo.numeric40 unique values
0 missing
SpMaxA_EA.ed.numeric30 unique values
0 missing
Chi0_AEA.dm.numeric40 unique values
0 missing
Chi1_EA.dm.numeric66 unique values
0 missing
Chi0_AEA.ed.numeric40 unique values
0 missing
nNnumeric5 unique values
0 missing
Chi0_AEA.ri.numeric40 unique values
0 missing
nHetnumeric7 unique values
0 missing
Chi0_EAnumeric40 unique values
0 missing
SaasCnumeric66 unique values
0 missing
Chi0_EA.ri.numeric62 unique values
0 missing
ZM1Kupnumeric51 unique values
0 missing
Chi1_AEA.bo.numeric44 unique values
0 missing
ATSC8inumeric65 unique values
0 missing
Chi1_AEA.dm.numeric44 unique values
0 missing
ATSC3inumeric60 unique values
0 missing
Chi1_AEA.ed.numeric44 unique values
0 missing
Eig07_AEA.dm.numeric52 unique values
0 missing
Chi1_AEA.ri.numeric44 unique values
0 missing
ATSC5mnumeric68 unique values
0 missing
Chi1_EAnumeric44 unique values
0 missing
MSDnumeric48 unique values
0 missing
Chi1_EA.bo.numeric50 unique values
0 missing
ATSC1inumeric45 unique values
0 missing
Chi1_EA.ri.numeric66 unique values
0 missing
ATS5enumeric63 unique values
0 missing
CIC0numeric41 unique values
0 missing
ATS5inumeric65 unique values
0 missing
CIC1numeric48 unique values
0 missing
SpMin4_Bh.p.numeric39 unique values
0 missing
CIC2numeric57 unique values
0 missing
SpMin4_Bh.v.numeric37 unique values
0 missing
CIC3numeric47 unique values
0 missing
GATS6inumeric63 unique values
0 missing
CIC4numeric43 unique values
0 missing
ATS3mnumeric56 unique values
0 missing
CIC5numeric41 unique values
0 missing
ATS2snumeric57 unique values
0 missing
CIDnumeric30 unique values
0 missing
Chi0_EA.bo.numeric44 unique values
0 missing
Cl.089numeric3 unique values
0 missing
Chi0_EA.ed.numeric45 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Chi1_EA.ed.numeric48 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ON1numeric36 unique values
0 missing
CSInumeric38 unique values
0 missing
X.numeric13 unique values
0 missing
DBInumeric18 unique values
0 missing
ATS4snumeric63 unique values
0 missing
D.Dtr05numeric15 unique values
0 missing
SpMax7_Bh.s.numeric50 unique values
0 missing
D.Dtr09numeric13 unique values
0 missing
Eig04_AEA.dm.numeric46 unique values
0 missing
DECCnumeric40 unique values
0 missing
SpMin7_Bh.e.numeric25 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
X1solnumeric37 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SpMaxA_AEA.bo.numeric25 unique values
0 missing
DLS_01numeric2 unique values
0 missing
SpMaxA_AEA.ed.numeric26 unique values
0 missing
DLS_02numeric3 unique values
0 missing
SpMaxA_EAnumeric21 unique values
0 missing
DLS_03numeric2 unique values
0 missing
Psi_e_0numeric64 unique values
0 missing
DLS_04numeric4 unique values
0 missing
AECCnumeric42 unique values
0 missing
DLS_05numeric3 unique values
0 missing
IDDMnumeric33 unique values
0 missing
DLS_06numeric3 unique values
0 missing
SpMax8_Bh.m.numeric36 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS4mnumeric64 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
ATS4enumeric61 unique values
0 missing
Dznumeric32 unique values
0 missing
Eig05_AEA.dm.numeric60 unique values
0 missing
ECCnumeric38 unique values
0 missing
N.numeric22 unique values
0 missing
Eig01_AEA.bo.numeric27 unique values
0 missing
Eig07_AEA.ed.numeric39 unique values
0 missing
Eig01_AEA.dm.numeric27 unique values
0 missing
CENTnumeric45 unique values
0 missing
Eig01_AEA.ed.numeric21 unique values
0 missing
Eig04_AEA.ri.numeric36 unique values
0 missing
Eig01_AEA.ri.numeric28 unique values
0 missing
Eig04_EA.ri.numeric38 unique values
0 missing
Eig01_EAnumeric30 unique values
0 missing
Eig15_AEA.ri.numeric51 unique values
0 missing
Eig01_EA.bo.numeric25 unique values
0 missing
Eta_epsinumeric44 unique values
0 missing
Eig01_EA.dm.numeric14 unique values
0 missing
HDcpxnumeric30 unique values
0 missing
Eig01_EA.ed.numeric27 unique values
0 missing
IDMTnumeric48 unique values
0 missing
Eig01_EA.ri.numeric27 unique values
0 missing
LPRSnumeric48 unique values
0 missing
Eig02_AEA.bo.numeric33 unique values
0 missing
MDDDnumeric47 unique values
0 missing
Eig02_AEA.dm.numeric44 unique values
0 missing
Xunumeric48 unique values
0 missing
Eig02_AEA.ed.numeric28 unique values
0 missing
IDEnumeric43 unique values
0 missing
Eig02_AEA.ri.numeric40 unique values
0 missing
SpMin1_Bh.p.numeric27 unique values
0 missing
Eig02_EAnumeric34 unique values
0 missing
X0vnumeric51 unique values
0 missing
Eig02_EA.bo.numeric33 unique values
0 missing
AMRnumeric53 unique values
0 missing
Eig02_EA.dm.numeric11 unique values
0 missing
Svnumeric45 unique values
0 missing
Eig02_EA.ed.numeric29 unique values
0 missing
ATSC2enumeric49 unique values
0 missing
Eig02_EA.ri.numeric41 unique values
0 missing
SpMin1_Bh.v.numeric31 unique values
0 missing
Eig03_AEA.bo.numeric22 unique values
0 missing
MATS1snumeric55 unique values
0 missing
Eig03_AEA.dm.numeric37 unique values
0 missing
SpMAD_AEA.ed.numeric30 unique values
0 missing
Eig03_AEA.ed.numeric29 unique values
0 missing
Eig08_AEA.ri.numeric52 unique values
0 missing
Eig03_AEA.ri.numeric38 unique values
0 missing
GMTIVnumeric61 unique values
0 missing
Eig03_EAnumeric32 unique values
0 missing
MATS8mnumeric61 unique values
0 missing
Eig03_EA.bo.numeric19 unique values
0 missing
AACnumeric42 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
ALOGPnumeric53 unique values
0 missing
Eig03_EA.ed.numeric30 unique values
0 missing
ALOGP2numeric53 unique values
0 missing
Eig03_EA.ri.numeric28 unique values
0 missing
AMWnumeric41 unique values
0 missing
Eig04_AEA.bo.numeric28 unique values
0 missing
ARRnumeric20 unique values
0 missing
Eig04_AEA.ed.numeric31 unique values
0 missing
ATS1enumeric44 unique values
0 missing
Eig04_EAnumeric29 unique values
0 missing
ATS1inumeric43 unique values
0 missing
Eig04_EA.bo.numeric26 unique values
0 missing
ATS1mnumeric47 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
ATS1pnumeric48 unique values
0 missing
Eig04_EA.ed.numeric28 unique values
0 missing
ATS1snumeric54 unique values
0 missing
Eig05_AEA.bo.numeric37 unique values
0 missing
ATS1vnumeric47 unique values
0 missing
Eig05_AEA.ed.numeric41 unique values
0 missing
ATS2enumeric51 unique values
0 missing
Eig05_AEA.ri.numeric49 unique values
0 missing
ATS2inumeric48 unique values
0 missing
Eig05_EAnumeric37 unique values
0 missing
ATS2mnumeric53 unique values
0 missing
Eig05_EA.bo.numeric33 unique values
0 missing
ATS2pnumeric50 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ATS2vnumeric51 unique values
0 missing
Eig05_EA.ed.numeric38 unique values
0 missing
ATS3enumeric51 unique values
0 missing
Eig05_EA.ri.numeric49 unique values
0 missing
ATS3inumeric53 unique values
0 missing
Eig06_AEA.bo.numeric46 unique values
0 missing
ATS3pnumeric57 unique values
0 missing
Eig06_AEA.ed.numeric41 unique values
0 missing
ATS3snumeric63 unique values
0 missing
Eig06_AEA.ri.numeric55 unique values
0 missing
ATS3vnumeric63 unique values
0 missing
Eig06_EAnumeric45 unique values
0 missing
ATS4inumeric62 unique values
0 missing
Eig06_EA.bo.numeric39 unique values
0 missing
ATS4pnumeric61 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS4vnumeric58 unique values
0 missing
Eig06_EA.ed.numeric43 unique values
0 missing
ATS5mnumeric62 unique values
0 missing
Eig06_EA.ri.numeric52 unique values
0 missing
ATS5pnumeric57 unique values
0 missing
Eig07_AEA.bo.numeric40 unique values
0 missing
ATS5snumeric67 unique values
0 missing
Eig07_AEA.ri.numeric49 unique values
0 missing
ATS5vnumeric60 unique values
0 missing
Eig07_EAnumeric40 unique values
0 missing
ATS6enumeric60 unique values
0 missing
Eig07_EA.bo.numeric35 unique values
0 missing
ATS6inumeric58 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATS6mnumeric59 unique values
0 missing
Eig07_EA.ed.numeric45 unique values
0 missing
ATS6pnumeric57 unique values
0 missing
Eig07_EA.ri.numeric52 unique values
0 missing
ATS6snumeric63 unique values
0 missing
Eig08_AEA.bo.numeric37 unique values
0 missing
ATS6vnumeric61 unique values
0 missing
Eig08_AEA.dm.numeric59 unique values
0 missing
ATS7enumeric59 unique values
0 missing
Eig08_AEA.ed.numeric31 unique values
0 missing
ATS7inumeric58 unique values
0 missing
Eig08_EA.bo.numeric35 unique values
0 missing
ATS7mnumeric62 unique values
0 missing
Eig08_EA.ed.numeric39 unique values
0 missing
ATS7pnumeric64 unique values
0 missing
Eig08_EA.ri.numeric50 unique values
0 missing
ATS7snumeric64 unique values
0 missing
Eig09_AEA.bo.numeric38 unique values
0 missing
ATS7vnumeric62 unique values
0 missing
Eig09_AEA.dm.numeric52 unique values
0 missing
ATS8enumeric63 unique values
0 missing
Eig09_AEA.ed.numeric29 unique values
0 missing
ATS8inumeric59 unique values
0 missing
Eig09_AEA.ri.numeric58 unique values
0 missing
ATS8mnumeric65 unique values
0 missing
Eig09_EAnumeric40 unique values
0 missing
ATS8pnumeric58 unique values
0 missing
Eig09_EA.bo.numeric32 unique values
0 missing
ATS8snumeric62 unique values
0 missing
Eig09_EA.ed.numeric45 unique values
0 missing
ATS8vnumeric62 unique values
0 missing
Eig09_EA.ri.numeric58 unique values
0 missing
ATSC1enumeric41 unique values
0 missing
Eig10_AEA.bo.numeric24 unique values
0 missing
ATSC1mnumeric48 unique values
0 missing
Eig10_AEA.dm.numeric45 unique values
0 missing
ATSC1pnumeric49 unique values
0 missing
Eig10_AEA.ed.numeric31 unique values
0 missing
ATSC1snumeric62 unique values
0 missing
Eig10_AEA.ri.numeric39 unique values
0 missing
ATSC1vnumeric47 unique values
0 missing
Eig10_EAnumeric33 unique values
0 missing
ATSC2inumeric51 unique values
0 missing
Eig10_EA.bo.numeric22 unique values
0 missing
ATSC2mnumeric53 unique values
0 missing
Eig10_EA.ed.numeric37 unique values
0 missing
ATSC2pnumeric52 unique values
0 missing
Eig10_EA.ri.numeric40 unique values
0 missing
ATSC2snumeric67 unique values
0 missing
Eig11_AEA.bo.numeric24 unique values
0 missing
ATSC2vnumeric53 unique values
0 missing
Eig11_AEA.dm.numeric34 unique values
0 missing
ATSC3enumeric60 unique values
0 missing
Eig11_AEA.ed.numeric20 unique values
0 missing
ATSC3mnumeric64 unique values
0 missing
Eig11_AEA.ri.numeric19 unique values
0 missing
ATSC3pnumeric61 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
ATSC3vnumeric64 unique values
0 missing
Eig11_EA.bo.numeric23 unique values
0 missing
ATSC4inumeric66 unique values
0 missing
Eig11_EA.ed.numeric23 unique values
0 missing
ATSC4mnumeric67 unique values
0 missing
Eig11_EA.ri.numeric18 unique values
0 missing
ATSC4pnumeric66 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
ATSC4vnumeric67 unique values
0 missing
Eig12_AEA.dm.numeric25 unique values
0 missing
ATSC5inumeric67 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
ATSC5pnumeric67 unique values
0 missing
Eig12_AEA.ri.numeric19 unique values
0 missing
ATSC5vnumeric68 unique values
0 missing
Eig12_EAnumeric19 unique values
0 missing
ATSC6enumeric63 unique values
0 missing
Eig12_EA.bo.numeric22 unique values
0 missing
ATSC6inumeric59 unique values
0 missing
Eig12_EA.ed.numeric22 unique values
0 missing
ATSC6mnumeric67 unique values
0 missing
Eig12_EA.ri.numeric20 unique values
0 missing
ATSC6pnumeric66 unique values
0 missing
Eig13_AEA.bo.numeric30 unique values
0 missing
ATSC6snumeric67 unique values
0 missing
Eig13_AEA.dm.numeric26 unique values
0 missing
ATSC6vnumeric67 unique values
0 missing
Eig13_AEA.ed.numeric27 unique values
0 missing
ATSC7enumeric61 unique values
0 missing
Eig13_AEA.ri.numeric27 unique values
0 missing
ATSC7inumeric65 unique values
0 missing
Eig13_EAnumeric18 unique values
0 missing
ATSC7mnumeric67 unique values
0 missing
Eig13_EA.bo.numeric28 unique values
0 missing
ATSC7pnumeric67 unique values
0 missing
Eig13_EA.ed.numeric20 unique values
0 missing
ATSC7snumeric67 unique values
0 missing
Eig13_EA.ri.numeric25 unique values
0 missing
ATSC7vnumeric67 unique values
0 missing
Eig14_AEA.bo.numeric33 unique values
0 missing
ATSC8enumeric64 unique values
0 missing
Eig14_AEA.dm.numeric44 unique values
0 missing
ATSC8mnumeric66 unique values
0 missing
Eig14_AEA.ed.numeric28 unique values
0 missing
ATSC8pnumeric66 unique values
0 missing
Eig14_AEA.ri.numeric48 unique values
0 missing
ATSC8snumeric67 unique values
0 missing
Eig14_EAnumeric37 unique values
0 missing
ATSC8vnumeric67 unique values
0 missing
Eig14_EA.bo.numeric38 unique values
0 missing
BACnumeric20 unique values
0 missing
Eig14_EA.ed.numeric42 unique values
0 missing
BBInumeric20 unique values
0 missing
Eig14_EA.ri.numeric49 unique values
0 missing
BIC0numeric30 unique values
0 missing
Eig15_AEA.bo.numeric39 unique values
0 missing
BIC1numeric45 unique values
0 missing
Eig15_AEA.dm.numeric58 unique values
0 missing
BIC2numeric44 unique values
0 missing
Eig15_AEA.ed.numeric29 unique values
0 missing
BIC3numeric35 unique values
0 missing
Eig15_EAnumeric39 unique values
0 missing
BIC4numeric34 unique values
0 missing
Eig15_EA.bo.numeric45 unique values
0 missing
BIC5numeric34 unique values
0 missing
Eig15_EA.ed.numeric42 unique values
0 missing
BIDnumeric17 unique values
0 missing
Eig15_EA.ri.numeric49 unique values
0 missing
BLInumeric45 unique values
0 missing
Eta_alphanumeric43 unique values
0 missing
BLTA96numeric29 unique values
0 missing
Eta_alpha_Anumeric28 unique values
0 missing
BLTD48numeric28 unique values
0 missing
Eta_Bnumeric32 unique values
0 missing
BLTF96numeric29 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_betanumeric28 unique values
0 missing
C.numeric21 unique values
0 missing
Eta_beta_Anumeric31 unique values
0 missing
C.001numeric4 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
C.002numeric6 unique values
0 missing
Eta_betaP_Anumeric23 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_betaSnumeric26 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_betaS_Anumeric28 unique values
0 missing
C.006numeric6 unique values
0 missing
Eta_Cnumeric68 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_C_Anumeric57 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_epsi_Anumeric35 unique values
0 missing
C.024numeric7 unique values
0 missing
Eta_Fnumeric68 unique values
0 missing
C.025numeric4 unique values
0 missing
Eta_F_Anumeric54 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_FLnumeric61 unique values
0 missing
C.028numeric3 unique values
0 missing
Eta_FL_Anumeric30 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_Lnumeric63 unique values
0 missing
C.032numeric2 unique values
0 missing
Eta_L_Anumeric26 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_sh_pnumeric42 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_sh_xnumeric3 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_sh_ynumeric41 unique values
0 missing
C.040numeric3 unique values
0 missing
F.083numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS1enumeric45 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS1inumeric47 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
GATS1mnumeric43 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
GATS1pnumeric42 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
GATS1snumeric54 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS1vnumeric41 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS2enumeric53 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS2inumeric51 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS2mnumeric51 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS2pnumeric48 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS2snumeric61 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
GATS2vnumeric47 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS3enumeric59 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
GATS3inumeric54 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
GATS3mnumeric56 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
GATS3pnumeric55 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
GATS3snumeric57 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
GATS3vnumeric58 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS4enumeric62 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS4inumeric61 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
GATS4mnumeric57 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
GATS4pnumeric54 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS4snumeric64 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS4vnumeric63 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
69
Number of instances (rows) of the dataset.
NumberOfFeatures
483
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
482
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
8.31
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.92
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
11540.12
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.21
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.97
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
0.81
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
5.4
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
151.69
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.48
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.12
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0
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
0.48
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
7
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.56
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.47
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
40.63
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
0.08
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.77
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.24
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
69
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.16
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
39921.48
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
3.06
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
99.79
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.13
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-8.31
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.21
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-CHEMBL5401
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5401
0 runs - estimation_procedure: 50 times Clustering
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