Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL6056 (TID: 102401), and it has 78 rows and 580 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.

582 features

pXC50 (target)numeric33 unique values
0 missing
molecule_id (row identifier)nominal78 unique values
0 missing
Chi1_EA.ed.numeric51 unique values
0 missing
IDDMnumeric38 unique values
0 missing
IDDEnumeric33 unique values
0 missing
Chi1_EA.ri.numeric73 unique values
0 missing
IDEnumeric49 unique values
0 missing
SpMaxA_AEA.ri.numeric23 unique values
0 missing
CIC0numeric46 unique values
0 missing
IDETnumeric52 unique values
0 missing
SpMaxA_EAnumeric21 unique values
0 missing
CIC1numeric68 unique values
0 missing
IDMnumeric48 unique values
0 missing
GATS8mnumeric57 unique values
0 missing
CIC2numeric68 unique values
0 missing
IDMTnumeric52 unique values
0 missing
SpMin2_Bh.s.numeric27 unique values
0 missing
CIC3numeric54 unique values
0 missing
ISIZnumeric21 unique values
0 missing
JGI9numeric4 unique values
0 missing
CIC4numeric56 unique values
0 missing
IVDMnumeric37 unique values
0 missing
IC4numeric55 unique values
0 missing
CIC5numeric54 unique values
0 missing
JGI10numeric4 unique values
0 missing
SpMin5_Bh.s.numeric26 unique values
0 missing
CIDnumeric41 unique values
0 missing
JGI2numeric25 unique values
0 missing
IVDEnumeric35 unique values
0 missing
cRo5numeric2 unique values
0 missing
JGI3numeric16 unique values
0 missing
JGI1numeric39 unique values
0 missing
CSInumeric52 unique values
0 missing
JGI4numeric8 unique values
0 missing
JGTnumeric45 unique values
0 missing
DBInumeric21 unique values
0 missing
JGI5numeric10 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
D.Dtr05numeric5 unique values
0 missing
JGI6numeric8 unique values
0 missing
MATS2enumeric63 unique values
0 missing
D.Dtr06numeric52 unique values
0 missing
JGI7numeric6 unique values
0 missing
AACnumeric43 unique values
0 missing
DECCnumeric47 unique values
0 missing
JGI8numeric6 unique values
0 missing
AECCnumeric49 unique values
0 missing
DELSnumeric74 unique values
0 missing
LLS_01numeric2 unique values
0 missing
ALOGPnumeric73 unique values
0 missing
DLS_01numeric3 unique values
0 missing
LLS_02numeric2 unique values
0 missing
ALOGP2numeric74 unique values
0 missing
DLS_02numeric3 unique values
0 missing
LOCnumeric42 unique values
0 missing
AMRnumeric74 unique values
0 missing
DLS_03numeric3 unique values
0 missing
LPRSnumeric52 unique values
0 missing
AMWnumeric46 unique values
0 missing
DLS_04numeric3 unique values
0 missing
MATS1enumeric44 unique values
0 missing
ARRnumeric15 unique values
0 missing
DLS_06numeric4 unique values
0 missing
MATS1inumeric53 unique values
0 missing
ATS1enumeric47 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS1mnumeric31 unique values
0 missing
ATS1inumeric47 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
MATS1pnumeric43 unique values
0 missing
ATS1mnumeric51 unique values
0 missing
Dznumeric30 unique values
0 missing
MATS1snumeric46 unique values
0 missing
ATS1pnumeric52 unique values
0 missing
ECCnumeric47 unique values
0 missing
MATS1vnumeric32 unique values
0 missing
ATS1snumeric65 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
MATS2inumeric54 unique values
0 missing
ATS1vnumeric53 unique values
0 missing
Eig01_AEA.dm.numeric31 unique values
0 missing
MATS2mnumeric56 unique values
0 missing
ATS2enumeric51 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
MATS2pnumeric54 unique values
0 missing
ATS2inumeric55 unique values
0 missing
Eig01_AEA.ri.numeric21 unique values
0 missing
MATS2snumeric58 unique values
0 missing
ATS2mnumeric65 unique values
0 missing
Eig01_EAnumeric20 unique values
0 missing
MATS2vnumeric48 unique values
0 missing
ATS2pnumeric64 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
MATS3enumeric51 unique values
0 missing
ATS2snumeric64 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
MATS3inumeric60 unique values
0 missing
ATS2vnumeric65 unique values
0 missing
Eig01_EA.ed.numeric20 unique values
0 missing
MATS3mnumeric55 unique values
0 missing
ATS3enumeric70 unique values
0 missing
Eig01_EA.ri.numeric20 unique values
0 missing
MATS3pnumeric47 unique values
0 missing
ATS3inumeric62 unique values
0 missing
Eig02_AEA.bo.numeric18 unique values
0 missing
MATS3snumeric52 unique values
0 missing
ATS3mnumeric64 unique values
0 missing
Eig02_AEA.dm.numeric34 unique values
0 missing
MATS3vnumeric51 unique values
0 missing
ATS3pnumeric65 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
MATS4enumeric54 unique values
0 missing
ATS3snumeric64 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
MATS4inumeric54 unique values
0 missing
ATS3vnumeric61 unique values
0 missing
Eig02_EAnumeric15 unique values
0 missing
MATS4mnumeric56 unique values
0 missing
ATS4enumeric67 unique values
0 missing
Eig02_EA.bo.numeric26 unique values
0 missing
MATS4pnumeric48 unique values
0 missing
ATS4inumeric63 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
MATS4snumeric51 unique values
0 missing
ATS4mnumeric67 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
MATS4vnumeric47 unique values
0 missing
ATS4pnumeric64 unique values
0 missing
Eig02_EA.ri.numeric13 unique values
0 missing
MATS5enumeric47 unique values
0 missing
ATS4snumeric68 unique values
0 missing
Eig03_AEA.bo.numeric28 unique values
0 missing
MATS5inumeric50 unique values
0 missing
ATS4vnumeric63 unique values
0 missing
Eig03_AEA.dm.numeric14 unique values
0 missing
MATS5mnumeric51 unique values
0 missing
ATS5enumeric67 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
MATS5pnumeric50 unique values
0 missing
ATS5inumeric64 unique values
0 missing
Eig03_AEA.ri.numeric19 unique values
0 missing
MATS5snumeric50 unique values
0 missing
ATS5mnumeric64 unique values
0 missing
Eig03_EAnumeric21 unique values
0 missing
MATS5vnumeric47 unique values
0 missing
ATS5pnumeric68 unique values
0 missing
Eig03_EA.bo.numeric22 unique values
0 missing
MATS6enumeric57 unique values
0 missing
ATS5snumeric65 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS6inumeric52 unique values
0 missing
ATS5vnumeric64 unique values
0 missing
Eig03_EA.ed.numeric13 unique values
0 missing
MATS6mnumeric50 unique values
0 missing
ATS6enumeric67 unique values
0 missing
Eig03_EA.ri.numeric24 unique values
0 missing
MATS6pnumeric46 unique values
0 missing
ATS6inumeric65 unique values
0 missing
Eig04_AEA.bo.numeric32 unique values
0 missing
MATS6snumeric59 unique values
0 missing
ATS6mnumeric66 unique values
0 missing
Eig04_AEA.dm.numeric19 unique values
0 missing
MATS6vnumeric41 unique values
0 missing
ATS6pnumeric64 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
MATS7enumeric58 unique values
0 missing
ATS6snumeric65 unique values
0 missing
Eig04_AEA.ri.numeric42 unique values
0 missing
MATS7inumeric57 unique values
0 missing
ATS6vnumeric63 unique values
0 missing
Eig04_EAnumeric36 unique values
0 missing
MATS7mnumeric53 unique values
0 missing
ATS7enumeric64 unique values
0 missing
Eig04_EA.bo.numeric26 unique values
0 missing
MATS7pnumeric52 unique values
0 missing
ATS7inumeric64 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS7snumeric58 unique values
0 missing
ATS7mnumeric61 unique values
0 missing
Eig04_EA.ed.numeric25 unique values
0 missing
MATS7vnumeric49 unique values
0 missing
ATS7pnumeric70 unique values
0 missing
Eig04_EA.ri.numeric39 unique values
0 missing
MATS8enumeric57 unique values
0 missing
ATS7snumeric66 unique values
0 missing
Eig05_AEA.bo.numeric28 unique values
0 missing
MATS8inumeric57 unique values
0 missing
ATS7vnumeric63 unique values
0 missing
Eig05_AEA.dm.numeric23 unique values
0 missing
MATS8mnumeric61 unique values
0 missing
ATS8enumeric66 unique values
0 missing
Eig05_AEA.ed.numeric24 unique values
0 missing
MATS8pnumeric56 unique values
0 missing
ATS8inumeric68 unique values
0 missing
Eig05_AEA.ri.numeric47 unique values
0 missing
MATS8snumeric56 unique values
0 missing
ATS8mnumeric68 unique values
0 missing
Eig05_EAnumeric36 unique values
0 missing
MATS8vnumeric60 unique values
0 missing
ATS8pnumeric67 unique values
0 missing
Eig05_EA.bo.numeric24 unique values
0 missing
MAXDNnumeric60 unique values
0 missing
ATS8snumeric67 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
MAXDPnumeric71 unique values
0 missing
ATS8vnumeric66 unique values
0 missing
Eig05_EA.ed.numeric30 unique values
0 missing
MCDnumeric16 unique values
0 missing
ATSC1enumeric36 unique values
0 missing
Eig05_EA.ri.numeric43 unique values
0 missing
ATSC1inumeric46 unique values
0 missing
Eig06_AEA.bo.numeric14 unique values
0 missing
ATSC1mnumeric59 unique values
0 missing
Eig06_AEA.dm.numeric35 unique values
0 missing
ATSC1pnumeric59 unique values
0 missing
Eig06_AEA.ed.numeric21 unique values
0 missing
ATSC1snumeric74 unique values
0 missing
Eig06_AEA.ri.numeric24 unique values
0 missing
ATSC1vnumeric59 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
ATSC2enumeric61 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
ATSC2inumeric68 unique values
0 missing
Eig06_EA.dm.numeric8 unique values
0 missing
ATSC2mnumeric72 unique values
0 missing
Eig06_EA.ed.numeric29 unique values
0 missing
ATSC2pnumeric70 unique values
0 missing
Eig06_EA.ri.numeric21 unique values
0 missing
ATSC2snumeric74 unique values
0 missing
Eig07_AEA.bo.numeric36 unique values
0 missing
ATSC2vnumeric72 unique values
0 missing
Eig07_AEA.dm.numeric27 unique values
0 missing
ATSC3enumeric66 unique values
0 missing
Eig07_AEA.ed.numeric33 unique values
0 missing
ATSC3inumeric68 unique values
0 missing
Eig07_AEA.ri.numeric34 unique values
0 missing
ATSC3mnumeric74 unique values
0 missing
Eig07_EAnumeric30 unique values
0 missing
ATSC3pnumeric74 unique values
0 missing
Eig07_EA.bo.numeric20 unique values
0 missing
ATSC3snumeric74 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATSC3vnumeric74 unique values
0 missing
Eig07_EA.ed.numeric36 unique values
0 missing
ATSC4enumeric69 unique values
0 missing
Eig07_EA.ri.numeric36 unique values
0 missing
ATSC4inumeric71 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
ATSC4mnumeric74 unique values
0 missing
Eig08_AEA.dm.numeric25 unique values
0 missing
ATSC4pnumeric73 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
ATSC4snumeric74 unique values
0 missing
Eig08_AEA.ri.numeric37 unique values
0 missing
ATSC4vnumeric74 unique values
0 missing
Eig08_EAnumeric25 unique values
0 missing
ATSC5enumeric59 unique values
0 missing
Eig08_EA.bo.numeric30 unique values
0 missing
ATSC5inumeric69 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATSC5mnumeric74 unique values
0 missing
Eig08_EA.ed.numeric21 unique values
0 missing
ATSC5pnumeric74 unique values
0 missing
Eig08_EA.ri.numeric41 unique values
0 missing
ATSC5snumeric74 unique values
0 missing
Eig09_AEA.bo.numeric25 unique values
0 missing
ATSC5vnumeric73 unique values
0 missing
Eig09_AEA.dm.numeric32 unique values
0 missing
ATSC6enumeric68 unique values
0 missing
Eig09_AEA.ed.numeric34 unique values
0 missing
ATSC6inumeric69 unique values
0 missing
Eig09_AEA.ri.numeric26 unique values
0 missing
ATSC6mnumeric73 unique values
0 missing
Eig09_EAnumeric20 unique values
0 missing
ATSC6pnumeric74 unique values
0 missing
Eig09_EA.bo.numeric23 unique values
0 missing
ATSC6snumeric74 unique values
0 missing
Eig09_EA.ed.numeric35 unique values
0 missing
ATSC6vnumeric73 unique values
0 missing
Eig09_EA.ri.numeric28 unique values
0 missing
ATSC7enumeric66 unique values
0 missing
Eig10_AEA.bo.numeric41 unique values
0 missing
ATSC7inumeric67 unique values
0 missing
Eig10_AEA.dm.numeric47 unique values
0 missing
ATSC7mnumeric74 unique values
0 missing
Eig10_AEA.ed.numeric31 unique values
0 missing
ATSC7pnumeric74 unique values
0 missing
Eig10_AEA.ri.numeric46 unique values
0 missing
ATSC7snumeric74 unique values
0 missing
Eig10_EAnumeric31 unique values
0 missing
ATSC7vnumeric74 unique values
0 missing
Eig10_EA.bo.numeric38 unique values
0 missing
ATSC8enumeric69 unique values
0 missing
Eig10_EA.ed.numeric26 unique values
0 missing
ATSC8inumeric70 unique values
0 missing
Eig10_EA.ri.numeric41 unique values
0 missing
ATSC8mnumeric74 unique values
0 missing
Eig11_AEA.bo.numeric45 unique values
0 missing
ATSC8pnumeric74 unique values
0 missing
Eig11_AEA.dm.numeric37 unique values
0 missing
ATSC8snumeric73 unique values
0 missing
Eig11_AEA.ed.numeric31 unique values
0 missing
ATSC8vnumeric74 unique values
0 missing
Eig11_AEA.ri.numeric58 unique values
0 missing
BACnumeric34 unique values
0 missing
Eig11_EAnumeric41 unique values
0 missing
BBInumeric15 unique values
0 missing
Eig11_EA.bo.numeric45 unique values
0 missing
BIC0numeric23 unique values
0 missing
Eig11_EA.ed.numeric42 unique values
0 missing
BIC1numeric47 unique values
0 missing
Eig11_EA.ri.numeric57 unique values
0 missing
BIC2numeric53 unique values
0 missing
Eig12_AEA.bo.numeric41 unique values
0 missing
BIC3numeric43 unique values
0 missing
Eig12_AEA.dm.numeric31 unique values
0 missing
BIC4numeric33 unique values
0 missing
Eig12_AEA.ed.numeric42 unique values
0 missing
BIC5numeric32 unique values
0 missing
Eig12_AEA.ri.numeric48 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eig12_EAnumeric24 unique values
0 missing
BLInumeric54 unique values
0 missing
Eig12_EA.bo.numeric38 unique values
0 missing
BLTA96numeric44 unique values
0 missing
Eig12_EA.ed.numeric46 unique values
0 missing
BLTD48numeric45 unique values
0 missing
Eig12_EA.ri.numeric49 unique values
0 missing
BLTF96numeric45 unique values
0 missing
Eig13_AEA.bo.numeric42 unique values
0 missing
C.numeric16 unique values
0 missing
Eig13_AEA.dm.numeric24 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig13_AEA.ed.numeric45 unique values
0 missing
C.002numeric5 unique values
0 missing
Eig13_AEA.ri.numeric45 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig13_EAnumeric27 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig13_EA.bo.numeric44 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig13_EA.ed.numeric37 unique values
0 missing
C.006numeric8 unique values
0 missing
Eig13_EA.ri.numeric46 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig14_AEA.bo.numeric38 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig14_AEA.dm.numeric28 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig14_AEA.ed.numeric42 unique values
0 missing
C.024numeric4 unique values
0 missing
Eig14_AEA.ri.numeric58 unique values
0 missing
C.025numeric2 unique values
0 missing
Eig14_EAnumeric42 unique values
0 missing
C.026numeric2 unique values
0 missing
Eig14_EA.bo.numeric45 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig14_EA.ed.numeric41 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig14_EA.ri.numeric53 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig15_AEA.bo.numeric44 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig15_AEA.dm.numeric46 unique values
0 missing
C.040numeric2 unique values
0 missing
Eig15_AEA.ed.numeric48 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig15_AEA.ri.numeric55 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig15_EAnumeric49 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig15_EA.bo.numeric48 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig15_EA.ed.numeric46 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig15_EA.ri.numeric56 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_alphanumeric36 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_alpha_Anumeric18 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_Bnumeric26 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
Eta_betanumeric30 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_beta_Anumeric45 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_betaP_Anumeric27 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
Eta_betaSnumeric24 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Eta_betaS_Anumeric30 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
Eta_Cnumeric74 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eta_C_Anumeric61 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_epsinumeric44 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_epsi_Anumeric27 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Eta_Fnumeric73 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_F_Anumeric58 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
Eta_FLnumeric58 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
Eta_FL_Anumeric38 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
Eta_Lnumeric73 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eta_L_Anumeric35 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_sh_pnumeric47 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
Eta_sh_xnumeric11 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_sh_ynumeric42 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS1enumeric43 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS1inumeric50 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS1mnumeric45 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS1pnumeric47 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS1snumeric58 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS1vnumeric43 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
GATS2enumeric69 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
GATS2inumeric55 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS2mnumeric60 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS2pnumeric61 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GATS2snumeric63 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS2vnumeric53 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS3enumeric65 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS3inumeric57 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS3mnumeric53 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS3pnumeric63 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS3snumeric56 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS3vnumeric56 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS4enumeric62 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS4inumeric59 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS4mnumeric53 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS4pnumeric57 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS4snumeric65 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS4vnumeric50 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS5enumeric67 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS5inumeric56 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS5mnumeric56 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS5pnumeric58 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
GATS5snumeric68 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS5vnumeric54 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
GATS6enumeric66 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS6inumeric52 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
GATS6mnumeric57 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS6pnumeric57 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS6snumeric68 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS6vnumeric53 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GATS7enumeric64 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
GATS7inumeric59 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS7mnumeric54 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS7pnumeric56 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS7snumeric66 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
GATS7vnumeric59 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GATS8enumeric67 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS8inumeric62 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS8pnumeric59 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GATS8snumeric71 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS8vnumeric59 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GGI1numeric10 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
GGI10numeric21 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
GGI2numeric11 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GGI3numeric19 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GGI4numeric23 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
GGI5numeric26 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GGI6numeric25 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GGI7numeric27 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GGI8numeric25 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GGI9numeric26 unique values
0 missing
CATS2D_09_DPnumeric4 unique values
0 missing
GMTInumeric52 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
GMTIVnumeric73 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GNarnumeric35 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
H.numeric31 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
H.046numeric10 unique values
0 missing
CATS2D_09_PPnumeric2 unique values
0 missing
H.047numeric18 unique values
0 missing
CENTnumeric51 unique values
0 missing
H.048numeric3 unique values
0 missing
Chi0_AEA.bo.numeric47 unique values
0 missing
H.049numeric3 unique values
0 missing
Chi0_AEA.dm.numeric47 unique values
0 missing
H.050numeric4 unique values
0 missing
Chi0_AEA.ed.numeric47 unique values
0 missing
H.051numeric5 unique values
0 missing
Chi0_AEA.ri.numeric47 unique values
0 missing
H.052numeric7 unique values
0 missing
Chi0_EAnumeric47 unique values
0 missing
H.053numeric4 unique values
0 missing
Chi0_EA.bo.numeric52 unique values
0 missing
HDcpxnumeric23 unique values
0 missing
Chi0_EA.dm.numeric59 unique values
0 missing
HNarnumeric35 unique values
0 missing
Chi0_EA.ed.numeric49 unique values
0 missing
HVcpxnumeric49 unique values
0 missing
Chi0_EA.ri.numeric71 unique values
0 missing
Hynumeric44 unique values
0 missing
Chi1_AEA.bo.numeric46 unique values
0 missing
IACnumeric47 unique values
0 missing
Chi1_AEA.dm.numeric46 unique values
0 missing
IC0numeric43 unique values
0 missing
Chi1_AEA.ed.numeric46 unique values
0 missing
IC1numeric65 unique values
0 missing
Chi1_AEA.ri.numeric46 unique values
0 missing
IC2numeric64 unique values
0 missing
Chi1_EAnumeric46 unique values
0 missing
IC3numeric56 unique values
0 missing
Chi1_EA.bo.numeric54 unique values
0 missing
IC5numeric55 unique values
0 missing
Chi1_EA.dm.numeric62 unique values
0 missing
ICRnumeric37 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
78
Number of instances (rows) of the dataset.
NumberOfFeatures
582
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
581
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.68
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
3.47
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
231.1
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.11
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.07
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.37
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
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
7.46
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.76
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.83
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.
MeanStdDevOfNumericAtts
42.71
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.32
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.05
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.15
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
78
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.19
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
50530.56
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
1.74
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
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.18
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.15
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
8.83
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
0.99
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
9800.16
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.75
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.5
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6056
0 runs - estimation_procedure: 50 times Clustering
Define a new task