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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335

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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: CHEMBL3335 (TID: 17028), and it has 56 rows and 470 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.

472 features

pXC50 (target)numeric39 unique values
0 missing
molecule_id (row identifier)nominal56 unique values
0 missing
ATSC5mnumeric56 unique values
0 missing
ATS7snumeric53 unique values
0 missing
ATS4mnumeric55 unique values
0 missing
Eig12_EA.ri.numeric48 unique values
0 missing
ATS6snumeric56 unique values
0 missing
ATSC8enumeric43 unique values
0 missing
MATS7mnumeric53 unique values
0 missing
ATS3snumeric52 unique values
0 missing
TIEnumeric56 unique values
0 missing
ATS6mnumeric56 unique values
0 missing
ATSC6mnumeric56 unique values
0 missing
BIC2numeric48 unique values
0 missing
CIC2numeric52 unique values
0 missing
Eig04_AEA.dm.numeric44 unique values
0 missing
SIC2numeric48 unique values
0 missing
SpMax2_Bh.e.numeric48 unique values
0 missing
SpMax2_Bh.i.numeric48 unique values
0 missing
SpMax2_Bh.p.numeric51 unique values
0 missing
SpMax2_Bh.v.numeric52 unique values
0 missing
SpMin4_Bh.m.numeric46 unique values
0 missing
SpMin4_Bh.s.numeric42 unique values
0 missing
Xindexnumeric46 unique values
0 missing
ATS7mnumeric53 unique values
0 missing
ZM2Madnumeric52 unique values
0 missing
Eta_alphanumeric33 unique values
0 missing
SpMax4_Bh.m.numeric53 unique values
0 missing
MWnumeric42 unique values
0 missing
ATS1mnumeric42 unique values
0 missing
X0solnumeric43 unique values
0 missing
ATS2mnumeric48 unique values
0 missing
Chi1_EA.ed.numeric49 unique values
0 missing
Eig11_EA.ri.numeric47 unique values
0 missing
ZM1Madnumeric41 unique values
0 missing
Eig05_AEA.dm.numeric39 unique values
0 missing
ZM2MulPernumeric54 unique values
0 missing
ATS8mnumeric49 unique values
0 missing
SpMax4_Bh.s.numeric42 unique values
0 missing
SpDiam_AEA.bo.numeric46 unique values
0 missing
AACnumeric38 unique values
0 missing
AECCnumeric48 unique values
0 missing
ALOGPnumeric48 unique values
0 missing
ALOGP2numeric48 unique values
0 missing
AMRnumeric48 unique values
0 missing
AMWnumeric42 unique values
0 missing
ARRnumeric26 unique values
0 missing
ATS1enumeric43 unique values
0 missing
ATS1inumeric42 unique values
0 missing
ATS1pnumeric42 unique values
0 missing
ATS1snumeric49 unique values
0 missing
ATS1vnumeric43 unique values
0 missing
ATS2enumeric46 unique values
0 missing
ATS2inumeric48 unique values
0 missing
ATS2pnumeric47 unique values
0 missing
ATS2snumeric53 unique values
0 missing
ATS2vnumeric42 unique values
0 missing
ATS3enumeric51 unique values
0 missing
ATS3inumeric45 unique values
0 missing
ATS3mnumeric52 unique values
0 missing
ATS3pnumeric55 unique values
0 missing
ATS3vnumeric54 unique values
0 missing
ATS4enumeric54 unique values
0 missing
ATS4inumeric55 unique values
0 missing
ATS4pnumeric54 unique values
0 missing
ATS4snumeric55 unique values
0 missing
ATS4vnumeric55 unique values
0 missing
ATS5enumeric56 unique values
0 missing
ATS5inumeric53 unique values
0 missing
ATS5mnumeric55 unique values
0 missing
ATS5pnumeric55 unique values
0 missing
ATS5snumeric54 unique values
0 missing
ATS5vnumeric54 unique values
0 missing
ATS6enumeric56 unique values
0 missing
ATS6inumeric54 unique values
0 missing
ATS6pnumeric54 unique values
0 missing
ATS6vnumeric55 unique values
0 missing
ATS7enumeric49 unique values
0 missing
ATS7inumeric52 unique values
0 missing
ATS7pnumeric52 unique values
0 missing
ATS7vnumeric50 unique values
0 missing
ATS8enumeric48 unique values
0 missing
ATS8inumeric48 unique values
0 missing
ATS8pnumeric48 unique values
0 missing
ATS8snumeric48 unique values
0 missing
ATS8vnumeric49 unique values
0 missing
ATSC1enumeric35 unique values
0 missing
ATSC1inumeric40 unique values
0 missing
ATSC1mnumeric43 unique values
0 missing
ATSC1pnumeric43 unique values
0 missing
ATSC1snumeric53 unique values
0 missing
ATSC1vnumeric43 unique values
0 missing
ATSC2enumeric42 unique values
0 missing
ATSC2inumeric46 unique values
0 missing
ATSC2mnumeric48 unique values
0 missing
ATSC2pnumeric48 unique values
0 missing
ATSC2snumeric56 unique values
0 missing
ATSC2vnumeric48 unique values
0 missing
ATSC3enumeric51 unique values
0 missing
ATSC3inumeric51 unique values
0 missing
ATSC3mnumeric55 unique values
0 missing
ATSC3pnumeric54 unique values
0 missing
ATSC3snumeric56 unique values
0 missing
ATSC3vnumeric52 unique values
0 missing
ATSC4enumeric53 unique values
0 missing
ATSC4inumeric52 unique values
0 missing
ATSC4mnumeric56 unique values
0 missing
ATSC4pnumeric55 unique values
0 missing
ATSC4snumeric56 unique values
0 missing
ATSC4vnumeric56 unique values
0 missing
ATSC5enumeric53 unique values
0 missing
ATSC5inumeric53 unique values
0 missing
ATSC5pnumeric55 unique values
0 missing
ATSC5snumeric56 unique values
0 missing
ATSC5vnumeric55 unique values
0 missing
ATSC6enumeric49 unique values
0 missing
ATSC6inumeric56 unique values
0 missing
ATSC6pnumeric56 unique values
0 missing
ATSC6snumeric56 unique values
0 missing
ATSC6vnumeric56 unique values
0 missing
ATSC7enumeric45 unique values
0 missing
ATSC7inumeric52 unique values
0 missing
ATSC7mnumeric54 unique values
0 missing
ATSC7pnumeric54 unique values
0 missing
ATSC7snumeric54 unique values
0 missing
ATSC7vnumeric54 unique values
0 missing
ATSC8inumeric49 unique values
0 missing
ATSC8mnumeric50 unique values
0 missing
ATSC8pnumeric50 unique values
0 missing
ATSC8snumeric51 unique values
0 missing
ATSC8vnumeric50 unique values
0 missing
BACnumeric19 unique values
0 missing
BBInumeric18 unique values
0 missing
BIC0numeric37 unique values
0 missing
BIC1numeric43 unique values
0 missing
BIC3numeric47 unique values
0 missing
BIC4numeric40 unique values
0 missing
BIC5numeric40 unique values
0 missing
BIDnumeric40 unique values
0 missing
BLInumeric49 unique values
0 missing
BLTA96numeric42 unique values
0 missing
BLTD48numeric43 unique values
0 missing
BLTF96numeric41 unique values
0 missing
Br.094numeric3 unique values
0 missing
C.numeric28 unique values
0 missing
C.001numeric4 unique values
0 missing
C.002numeric10 unique values
0 missing
C.003numeric3 unique values
0 missing
C.004numeric2 unique values
0 missing
C.006numeric5 unique values
0 missing
C.007numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
C.021numeric2 unique values
0 missing
C.022numeric2 unique values
0 missing
C.024numeric11 unique values
0 missing
C.025numeric5 unique values
0 missing
C.026numeric4 unique values
0 missing
C.027numeric2 unique values
0 missing
C.028numeric3 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
C.042numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
CATS2D_02_LLnumeric19 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
CATS2D_03_LLnumeric18 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
CENTnumeric46 unique values
0 missing
Chi0_AEA.bo.numeric42 unique values
0 missing
Chi0_AEA.dm.numeric42 unique values
0 missing
Chi0_AEA.ed.numeric42 unique values
0 missing
Chi0_AEA.ri.numeric42 unique values
0 missing
Chi0_EAnumeric42 unique values
0 missing
Chi0_EA.bo.numeric47 unique values
0 missing
Chi0_EA.dm.numeric40 unique values
0 missing
Chi0_EA.ed.numeric48 unique values
0 missing
Chi0_EA.ri.numeric54 unique values
0 missing
Chi1_AEA.bo.numeric46 unique values
0 missing
Chi1_AEA.dm.numeric46 unique values
0 missing
Chi1_AEA.ed.numeric46 unique values
0 missing
Chi1_AEA.ri.numeric46 unique values
0 missing
Chi1_EAnumeric46 unique values
0 missing
Chi1_EA.bo.numeric48 unique values
0 missing
Chi1_EA.dm.numeric40 unique values
0 missing
Chi1_EA.ri.numeric55 unique values
0 missing
CIC0numeric39 unique values
0 missing
CIC1numeric46 unique values
0 missing
CIC3numeric53 unique values
0 missing
CIC4numeric44 unique values
0 missing
CIC5numeric44 unique values
0 missing
CIDnumeric39 unique values
0 missing
Cl.089numeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric46 unique values
0 missing
DBInumeric20 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
D.Dtr05numeric46 unique values
0 missing
D.Dtr06numeric49 unique values
0 missing
D.Dtr09numeric44 unique values
0 missing
D.Dtr10numeric8 unique values
0 missing
DECCnumeric45 unique values
0 missing
DELSnumeric56 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric3 unique values
0 missing
DLS_03numeric3 unique values
0 missing
DLS_04numeric5 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_06numeric3 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric16 unique values
0 missing
Dznumeric33 unique values
0 missing
ECCnumeric48 unique values
0 missing
Eig01_AEA.bo.numeric29 unique values
0 missing
Eig01_AEA.dm.numeric47 unique values
0 missing
Eig01_AEA.ed.numeric33 unique values
0 missing
Eig01_AEA.ri.numeric35 unique values
0 missing
Eig01_EAnumeric34 unique values
0 missing
Eig01_EA.bo.numeric29 unique values
0 missing
Eig01_EA.dm.numeric14 unique values
0 missing
Eig01_EA.ed.numeric35 unique values
0 missing
Eig01_EA.ri.numeric35 unique values
0 missing
Eig02_AEA.bo.numeric42 unique values
0 missing
Eig02_AEA.dm.numeric48 unique values
0 missing
Eig02_AEA.ed.numeric40 unique values
0 missing
Eig02_AEA.ri.numeric52 unique values
0 missing
Eig02_EAnumeric43 unique values
0 missing
Eig02_EA.bo.numeric41 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
Eig02_EA.ed.numeric43 unique values
0 missing
Eig02_EA.ri.numeric51 unique values
0 missing
Eig03_AEA.bo.numeric45 unique values
0 missing
Eig03_AEA.dm.numeric53 unique values
0 missing
Eig03_AEA.ed.numeric43 unique values
0 missing
Eig03_AEA.ri.numeric52 unique values
0 missing
Eig03_EAnumeric47 unique values
0 missing
Eig03_EA.bo.numeric43 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
Eig03_EA.ed.numeric43 unique values
0 missing
Eig03_EA.ri.numeric54 unique values
0 missing
Eig04_AEA.bo.numeric40 unique values
0 missing
Eig04_AEA.ed.numeric43 unique values
0 missing
Eig04_AEA.ri.numeric46 unique values
0 missing
Eig04_EAnumeric41 unique values
0 missing
Eig04_EA.bo.numeric40 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
Eig04_EA.ed.numeric42 unique values
0 missing
Eig04_EA.ri.numeric45 unique values
0 missing
Eig05_AEA.bo.numeric36 unique values
0 missing
Eig05_AEA.ed.numeric34 unique values
0 missing
Eig05_AEA.ri.numeric32 unique values
0 missing
Eig05_EAnumeric28 unique values
0 missing
Eig05_EA.bo.numeric35 unique values
0 missing
Eig05_EA.ed.numeric38 unique values
0 missing
Eig05_EA.ri.numeric33 unique values
0 missing
Eig06_AEA.bo.numeric40 unique values
0 missing
Eig06_AEA.dm.numeric37 unique values
0 missing
Eig06_AEA.ed.numeric45 unique values
0 missing
Eig06_AEA.ri.numeric46 unique values
0 missing
Eig06_EAnumeric37 unique values
0 missing
Eig06_EA.bo.numeric41 unique values
0 missing
Eig06_EA.ed.numeric44 unique values
0 missing
Eig06_EA.ri.numeric46 unique values
0 missing
Eig07_AEA.bo.numeric38 unique values
0 missing
Eig07_AEA.dm.numeric44 unique values
0 missing
Eig07_AEA.ed.numeric40 unique values
0 missing
Eig07_AEA.ri.numeric43 unique values
0 missing
Eig07_EAnumeric36 unique values
0 missing
Eig07_EA.bo.numeric37 unique values
0 missing
Eig07_EA.ed.numeric43 unique values
0 missing
Eig07_EA.ri.numeric42 unique values
0 missing
Eig08_AEA.bo.numeric40 unique values
0 missing
Eig08_AEA.dm.numeric40 unique values
0 missing
Eig08_AEA.ed.numeric38 unique values
0 missing
Eig08_AEA.ri.numeric47 unique values
0 missing
Eig08_EAnumeric40 unique values
0 missing
Eig08_EA.bo.numeric42 unique values
0 missing
Eig08_EA.ed.numeric42 unique values
0 missing
Eig08_EA.ri.numeric48 unique values
0 missing
Eig09_AEA.bo.numeric38 unique values
0 missing
Eig09_AEA.dm.numeric46 unique values
0 missing
Eig09_AEA.ed.numeric25 unique values
0 missing
Eig09_AEA.ri.numeric37 unique values
0 missing
Eig09_EAnumeric32 unique values
0 missing
Eig09_EA.bo.numeric35 unique values
0 missing
Eig09_EA.ed.numeric35 unique values
0 missing
Eig09_EA.ri.numeric39 unique values
0 missing
Eig10_AEA.bo.numeric46 unique values
0 missing
Eig10_AEA.dm.numeric41 unique values
0 missing
Eig10_AEA.ed.numeric40 unique values
0 missing
Eig10_AEA.ri.numeric45 unique values
0 missing
Eig10_EAnumeric38 unique values
0 missing
Eig10_EA.bo.numeric46 unique values
0 missing
Eig10_EA.ed.numeric45 unique values
0 missing
Eig10_EA.ri.numeric48 unique values
0 missing
Eig11_AEA.bo.numeric45 unique values
0 missing
Eig11_AEA.dm.numeric49 unique values
0 missing
Eig11_AEA.ed.numeric39 unique values
0 missing
Eig11_AEA.ri.numeric49 unique values
0 missing
Eig11_EAnumeric40 unique values
0 missing
Eig11_EA.bo.numeric44 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
Eig11_EA.ed.numeric44 unique values
0 missing
Eig12_AEA.bo.numeric41 unique values
0 missing
Eig12_AEA.dm.numeric45 unique values
0 missing
Eig12_AEA.ed.numeric28 unique values
0 missing
Eig12_AEA.ri.numeric44 unique values
0 missing
Eig12_EAnumeric37 unique values
0 missing
Eig12_EA.bo.numeric40 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
Eig12_EA.ed.numeric46 unique values
0 missing
Eig13_AEA.bo.numeric25 unique values
0 missing
Eig13_AEA.dm.numeric37 unique values
0 missing
Eig13_AEA.ed.numeric32 unique values
0 missing
Eig13_AEA.ri.numeric30 unique values
0 missing
Eig13_EAnumeric26 unique values
0 missing
Eig13_EA.bo.numeric30 unique values
0 missing
Eig13_EA.dm.numeric5 unique values
0 missing
Eig13_EA.ed.numeric34 unique values
0 missing
Eig13_EA.ri.numeric33 unique values
0 missing
Eig14_AEA.bo.numeric35 unique values
0 missing
Eig14_AEA.dm.numeric31 unique values
0 missing
Eig14_AEA.ed.numeric24 unique values
0 missing
Eig14_AEA.ri.numeric36 unique values
0 missing
Eig14_EAnumeric30 unique values
0 missing
Eig14_EA.bo.numeric31 unique values
0 missing
Eig14_EA.dm.numeric6 unique values
0 missing
Eig14_EA.ed.numeric40 unique values
0 missing
Eig14_EA.ri.numeric34 unique values
0 missing
Eig15_AEA.bo.numeric34 unique values
0 missing
Eig15_AEA.dm.numeric33 unique values
0 missing
Eig15_AEA.ed.numeric33 unique values
0 missing
Eig15_AEA.ri.numeric42 unique values
0 missing
Eig15_EAnumeric31 unique values
0 missing
Eig15_EA.bo.numeric31 unique values
0 missing
Eig15_EA.dm.numeric6 unique values
0 missing
Eig15_EA.ed.numeric38 unique values
0 missing
Eig15_EA.ri.numeric39 unique values
0 missing
Eta_alpha_Anumeric28 unique values
0 missing
Eta_Bnumeric27 unique values
0 missing
Eta_B_Anumeric22 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
Eta_beta_Anumeric39 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
Eta_betaP_Anumeric33 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
Eta_betaS_Anumeric28 unique values
0 missing
Eta_Cnumeric56 unique values
0 missing
Eta_C_Anumeric52 unique values
0 missing
Eta_epsinumeric41 unique values
0 missing
Eta_epsi_Anumeric39 unique values
0 missing
Eta_Fnumeric56 unique values
0 missing
Eta_F_Anumeric53 unique values
0 missing
Eta_FLnumeric44 unique values
0 missing
Eta_FL_Anumeric41 unique values
0 missing
Eta_Lnumeric53 unique values
0 missing
Eta_L_Anumeric42 unique values
0 missing
Eta_sh_pnumeric33 unique values
0 missing
Eta_sh_xnumeric5 unique values
0 missing
Eta_sh_ynumeric43 unique values
0 missing
GATS1enumeric42 unique values
0 missing
GATS1inumeric42 unique values
0 missing
GATS1mnumeric42 unique values
0 missing
GATS1pnumeric42 unique values
0 missing
GATS1snumeric51 unique values
0 missing
GATS1vnumeric42 unique values
0 missing
GATS2enumeric46 unique values
0 missing
GATS2inumeric46 unique values
0 missing
GATS2mnumeric46 unique values
0 missing
GATS2pnumeric47 unique values
0 missing
GATS2snumeric53 unique values
0 missing
GATS2vnumeric45 unique values
0 missing
GATS3enumeric55 unique values
0 missing
GATS3inumeric47 unique values
0 missing
GATS3mnumeric49 unique values
0 missing
GATS3pnumeric51 unique values
0 missing
GATS3snumeric54 unique values
0 missing
GATS3vnumeric49 unique values
0 missing
GATS4enumeric55 unique values
0 missing
GATS4inumeric50 unique values
0 missing
GATS4mnumeric55 unique values
0 missing
GATS4pnumeric51 unique values
0 missing
GATS4snumeric54 unique values
0 missing
GATS4vnumeric52 unique values
0 missing
GATS5enumeric54 unique values
0 missing
GATS5inumeric53 unique values
0 missing
GATS5mnumeric54 unique values
0 missing
GATS5pnumeric55 unique values
0 missing
GATS5snumeric55 unique values
0 missing
GATS5vnumeric50 unique values
0 missing
GATS6enumeric55 unique values
0 missing
GATS6inumeric55 unique values
0 missing
GATS6mnumeric56 unique values
0 missing
GATS6pnumeric54 unique values
0 missing
GATS6snumeric55 unique values
0 missing
GATS6vnumeric53 unique values
0 missing
GATS7enumeric54 unique values
0 missing
GATS7inumeric53 unique values
0 missing
GATS7mnumeric52 unique values
0 missing
GATS7pnumeric50 unique values
0 missing
GATS7snumeric53 unique values
0 missing
GATS7vnumeric52 unique values
0 missing
GATS8enumeric45 unique values
0 missing
GATS8inumeric46 unique values
0 missing
GATS8mnumeric45 unique values
0 missing
GATS8pnumeric44 unique values
0 missing
GATS8snumeric45 unique values
0 missing
GATS8vnumeric43 unique values
0 missing
GGI1numeric10 unique values
0 missing
GGI10numeric16 unique values
0 missing
GGI2numeric11 unique values
0 missing
GGI3numeric29 unique values
0 missing
GGI4numeric32 unique values
0 missing
GGI5numeric32 unique values
0 missing
GGI6numeric30 unique values
0 missing
GGI7numeric28 unique values
0 missing
GGI8numeric29 unique values
0 missing
GGI9numeric25 unique values
0 missing
GMTInumeric48 unique values
0 missing
GMTIVnumeric54 unique values
0 missing
GNarnumeric35 unique values
0 missing
H.numeric35 unique values
0 missing
H.046numeric16 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
56
Number of instances (rows) of the dataset.
NumberOfFeatures
472
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
471
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.79
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.21
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
-0.09
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.3
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.
Quartile1SkewnessOfNumericAtts
-0.35
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.23
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.93
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.21
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.25
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.52
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
5.58
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
3.91
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
1.63
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.19
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.65
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
26.06
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
8.43
Number of attributes divided by the number of instances.
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.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
56
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
6569.63
Maximum of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
7.48
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
3508.19
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
5.95
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
0.77
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
13.17
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-1.43
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.48
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.48
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3335
0 runs - estimation_procedure: 50 times Clustering
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