Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968

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: CHEMBL1968 (TID: 38), and it has 70 rows and 668 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.

670 features

pXC50 (target)numeric16 unique values
0 missing
molecule_id (row identifier)nominal70 unique values
0 missing
SaaOnumeric18 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
SM11_EA.ri.numeric66 unique values
0 missing
nR06numeric4 unique values
0 missing
Dznumeric48 unique values
0 missing
SM12_EA.ri.numeric67 unique values
0 missing
MPC09numeric44 unique values
0 missing
ECCnumeric51 unique values
0 missing
SM13_EA.ri.numeric65 unique values
0 missing
Qindexnumeric15 unique values
0 missing
Eig01_EA.bo.numeric34 unique values
0 missing
DECCnumeric52 unique values
0 missing
Eig03_EAnumeric41 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
Eig01_EAnumeric22 unique values
0 missing
SM11_AEA.bo.numeric41 unique values
0 missing
Eig02_EA.dm.numeric13 unique values
0 missing
SM09_AEA.bo.numeric22 unique values
0 missing
MATS3mnumeric58 unique values
0 missing
Eig03_AEA.dm.numeric48 unique values
0 missing
SpDiam_EAnumeric22 unique values
0 missing
JGI4numeric23 unique values
0 missing
Eig03_EA.dm.numeric11 unique values
0 missing
SpMax_EAnumeric22 unique values
0 missing
MPC08numeric42 unique values
0 missing
Eig04_AEA.dm.numeric43 unique values
0 missing
SM05_EA.ed.numeric48 unique values
0 missing
SpMax3_Bh.e.numeric55 unique values
0 missing
Eig04_EA.bo.numeric52 unique values
0 missing
SM06_EA.ed.numeric49 unique values
0 missing
MATS4enumeric61 unique values
0 missing
Eig04_EA.dm.numeric9 unique values
0 missing
SM08_AEA.ed.numeric51 unique values
0 missing
H.046numeric8 unique values
0 missing
Eig05_AEA.bo.numeric48 unique values
0 missing
SM09_AEA.ed.numeric50 unique values
0 missing
Eig04_AEA.ed.numeric51 unique values
0 missing
Eig05_AEA.dm.numeric44 unique values
0 missing
SM09_EAnumeric50 unique values
0 missing
MAXDPnumeric67 unique values
0 missing
Eig05_AEA.ri.numeric58 unique values
0 missing
SM10_AEA.ed.numeric48 unique values
0 missing
SRW10numeric51 unique values
0 missing
Eig05_EAnumeric49 unique values
0 missing
SM10_EAnumeric51 unique values
0 missing
D.Dtr06numeric53 unique values
0 missing
Eig05_EA.bo.numeric49 unique values
0 missing
SM11_AEA.ed.numeric50 unique values
0 missing
ATS8snumeric66 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
SM11_EAnumeric51 unique values
0 missing
Eig05_AEA.ed.numeric45 unique values
0 missing
Eig05_EA.ri.numeric57 unique values
0 missing
SM12_AEA.ed.numeric51 unique values
0 missing
SpMin8_Bh.i.numeric31 unique values
0 missing
Eig06_AEA.bo.numeric52 unique values
0 missing
SM12_EAnumeric51 unique values
0 missing
ATS7vnumeric67 unique values
0 missing
Eig06_AEA.dm.numeric47 unique values
0 missing
SM13_AEA.ed.numeric51 unique values
0 missing
Eig03_EA.ed.numeric42 unique values
0 missing
Eig06_AEA.ed.numeric39 unique values
0 missing
SM13_EAnumeric50 unique values
0 missing
SM12_AEA.dm.numeric42 unique values
0 missing
Eig06_AEA.ri.numeric59 unique values
0 missing
SM14_EAnumeric51 unique values
0 missing
SpMin5_Bh.p.numeric55 unique values
0 missing
Eig06_EAnumeric44 unique values
0 missing
SM15_EAnumeric51 unique values
0 missing
S3Knumeric59 unique values
0 missing
Eig06_EA.bo.numeric50 unique values
0 missing
SM15_EA.ed.numeric44 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
Eta_B_Anumeric17 unique values
0 missing
Eig06_EA.ed.numeric47 unique values
0 missing
nCqnumeric2 unique values
0 missing
GATS1pnumeric56 unique values
0 missing
Eig06_EA.ri.numeric56 unique values
0 missing
nCrqnumeric2 unique values
0 missing
SpMin5_Bh.m.numeric35 unique values
0 missing
Eig07_AEA.bo.numeric45 unique values
0 missing
SM10_EA.ri.numeric66 unique values
0 missing
Eig04_EA.ed.numeric51 unique values
0 missing
Eig07_AEA.dm.numeric47 unique values
0 missing
SpMax2_Bh.i.numeric41 unique values
0 missing
SM13_AEA.dm.numeric51 unique values
0 missing
Eig07_AEA.ed.numeric44 unique values
0 missing
SpMin2_Bh.m.numeric26 unique values
0 missing
Eig02_AEA.ed.numeric30 unique values
0 missing
Eig07_AEA.ri.numeric58 unique values
0 missing
SpMaxA_EA.ed.numeric45 unique values
0 missing
Eig02_AEA.ri.numeric44 unique values
0 missing
Eig07_EAnumeric42 unique values
0 missing
GATS3vnumeric59 unique values
0 missing
Eig02_EAnumeric38 unique values
0 missing
Eig07_EA.bo.numeric48 unique values
0 missing
Eig01_AEA.dm.numeric26 unique values
0 missing
Eig02_EA.ed.numeric35 unique values
0 missing
Eig07_EA.ed.numeric48 unique values
0 missing
Eta_sh_xnumeric24 unique values
0 missing
SM10_AEA.bo.numeric38 unique values
0 missing
Eig07_EA.ri.numeric59 unique values
0 missing
SpDiam_AEA.dm.numeric26 unique values
0 missing
SM11_AEA.dm.numeric35 unique values
0 missing
Eig08_AEA.dm.numeric52 unique values
0 missing
SpMax_AEA.dm.numeric26 unique values
0 missing
Eig02_AEA.bo.numeric35 unique values
0 missing
Eig08_AEA.ed.numeric46 unique values
0 missing
SM12_EA.ed.numeric47 unique values
0 missing
AACnumeric52 unique values
0 missing
Eig08_AEA.ri.numeric56 unique values
0 missing
SM15_EA.ri.numeric66 unique values
0 missing
AMRnumeric66 unique values
0 missing
Eig08_EAnumeric48 unique values
0 missing
Eta_sh_ynumeric51 unique values
0 missing
AMWnumeric57 unique values
0 missing
Eig08_EA.ed.numeric49 unique values
0 missing
GATS5enumeric67 unique values
0 missing
ARRnumeric30 unique values
0 missing
Eig08_EA.ri.numeric56 unique values
0 missing
X1Anumeric24 unique values
0 missing
ATS1enumeric54 unique values
0 missing
Eig09_AEA.dm.numeric40 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
ATS1inumeric57 unique values
0 missing
Eig09_AEA.ed.numeric48 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
ATS1mnumeric57 unique values
0 missing
Eig09_AEA.ri.numeric44 unique values
0 missing
SpMin1_Bh.v.numeric35 unique values
0 missing
ATS1pnumeric59 unique values
0 missing
Eig09_EAnumeric37 unique values
0 missing
SpMin1_Bh.e.numeric36 unique values
0 missing
ATS1snumeric64 unique values
0 missing
Eig09_EA.ed.numeric46 unique values
0 missing
Vindexnumeric44 unique values
0 missing
ATS1vnumeric56 unique values
0 missing
Eig09_EA.ri.numeric44 unique values
0 missing
MATS5snumeric61 unique values
0 missing
ATS2enumeric60 unique values
0 missing
Eig10_AEA.bo.numeric37 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
ATS2inumeric55 unique values
0 missing
Eig10_AEA.dm.numeric28 unique values
0 missing
JGI1numeric37 unique values
0 missing
ATS2mnumeric64 unique values
0 missing
Eig10_AEA.ed.numeric40 unique values
0 missing
NssssCnumeric3 unique values
0 missing
ATS2pnumeric63 unique values
0 missing
Eig10_AEA.ri.numeric37 unique values
0 missing
SM14_EA.ed.numeric45 unique values
0 missing
ATS2snumeric63 unique values
0 missing
Eig10_EAnumeric32 unique values
0 missing
DBInumeric21 unique values
0 missing
ATS2vnumeric63 unique values
0 missing
Eig10_EA.bo.numeric36 unique values
0 missing
Eig01_AEA.bo.numeric29 unique values
0 missing
ATS3enumeric60 unique values
0 missing
Eig10_EA.ed.numeric38 unique values
0 missing
Eig03_AEA.bo.numeric45 unique values
0 missing
ATS3inumeric57 unique values
0 missing
Eig10_EA.ri.numeric38 unique values
0 missing
SM03_EA.ed.numeric37 unique values
0 missing
ATS3mnumeric60 unique values
0 missing
Eig11_AEA.bo.numeric33 unique values
0 missing
SM08_EAnumeric51 unique values
0 missing
ATS3pnumeric64 unique values
0 missing
Eig11_AEA.dm.numeric27 unique values
0 missing
SpDiam_AEA.bo.numeric29 unique values
0 missing
ATS3snumeric63 unique values
0 missing
Eig11_AEA.ed.numeric29 unique values
0 missing
SpMax2_Bh.e.numeric44 unique values
0 missing
ATS3vnumeric66 unique values
0 missing
Eig11_AEA.ri.numeric30 unique values
0 missing
SpMax_AEA.bo.numeric29 unique values
0 missing
ATS4enumeric61 unique values
0 missing
Eig11_EAnumeric23 unique values
0 missing
SpMin2_Bh.v.numeric26 unique values
0 missing
ATS4inumeric62 unique values
0 missing
Eig11_EA.bo.numeric34 unique values
0 missing
SM09_EA.ri.numeric65 unique values
0 missing
ATS4mnumeric61 unique values
0 missing
Eig11_EA.ed.numeric34 unique values
0 missing
MATS5inumeric62 unique values
0 missing
ATS4snumeric63 unique values
0 missing
Eig11_EA.ri.numeric32 unique values
0 missing
Yindexnumeric51 unique values
0 missing
ATS5mnumeric63 unique values
0 missing
Eig12_AEA.bo.numeric34 unique values
0 missing
ATSC6mnumeric68 unique values
0 missing
ATS5snumeric67 unique values
0 missing
Eig12_AEA.dm.numeric30 unique values
0 missing
nCrsnumeric6 unique values
0 missing
ATS6mnumeric67 unique values
0 missing
Eig12_AEA.ed.numeric35 unique values
0 missing
nCrtnumeric3 unique values
0 missing
ATS6vnumeric62 unique values
0 missing
Eig12_AEA.ri.numeric41 unique values
0 missing
nCtnumeric3 unique values
0 missing
ATS7enumeric65 unique values
0 missing
Eig12_EAnumeric29 unique values
0 missing
SpDiam_EA.ed.numeric35 unique values
0 missing
ATS7mnumeric68 unique values
0 missing
Eig12_EA.bo.numeric37 unique values
0 missing
SpDiam_AEA.ri.numeric41 unique values
0 missing
ATS8enumeric65 unique values
0 missing
Eig12_EA.ed.numeric32 unique values
0 missing
ATSC5pnumeric66 unique values
0 missing
ATS8mnumeric67 unique values
0 missing
Eig12_EA.ri.numeric42 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
ATS8pnumeric61 unique values
0 missing
Eig13_AEA.bo.numeric44 unique values
0 missing
MATS5mnumeric60 unique values
0 missing
ATS8vnumeric66 unique values
0 missing
Eig13_AEA.dm.numeric37 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
ATSC1enumeric47 unique values
0 missing
Eig13_AEA.ed.numeric34 unique values
0 missing
GATS5mnumeric59 unique values
0 missing
ATSC1inumeric57 unique values
0 missing
Eig13_AEA.ri.numeric47 unique values
0 missing
MATS5enumeric62 unique values
0 missing
ATSC1mnumeric61 unique values
0 missing
Eig13_EAnumeric37 unique values
0 missing
SpMin1_Bh.i.numeric35 unique values
0 missing
ATSC1pnumeric60 unique values
0 missing
Eig13_EA.bo.numeric42 unique values
0 missing
SM08_EA.ed.numeric51 unique values
0 missing
ATSC1snumeric66 unique values
0 missing
Eig13_EA.ed.numeric36 unique values
0 missing
SM08_EA.ri.numeric61 unique values
0 missing
ATSC1vnumeric61 unique values
0 missing
Eig13_EA.ri.numeric48 unique values
0 missing
Eig02_AEA.dm.numeric40 unique values
0 missing
ATSC2enumeric58 unique values
0 missing
Eig14_AEA.bo.numeric44 unique values
0 missing
SpMin1_Bh.p.numeric35 unique values
0 missing
ATSC2inumeric62 unique values
0 missing
Eig14_AEA.dm.numeric38 unique values
0 missing
ATSC6snumeric68 unique values
0 missing
ATSC2mnumeric64 unique values
0 missing
Eig14_AEA.ed.numeric42 unique values
0 missing
MATS5pnumeric58 unique values
0 missing
ATSC2pnumeric64 unique values
0 missing
Eig14_AEA.ri.numeric53 unique values
0 missing
MATS1mnumeric46 unique values
0 missing
ATSC2snumeric69 unique values
0 missing
Eig14_EAnumeric42 unique values
0 missing
SpMin1_Bh.m.numeric33 unique values
0 missing
ATSC2vnumeric66 unique values
0 missing
Eig14_EA.bo.numeric45 unique values
0 missing
SpMin7_Bh.e.numeric38 unique values
0 missing
ATSC3enumeric57 unique values
0 missing
Eig14_EA.ed.numeric41 unique values
0 missing
SM07_EA.ed.numeric49 unique values
0 missing
ATSC3inumeric64 unique values
0 missing
Eig14_EA.ri.numeric53 unique values
0 missing
SM14_AEA.ed.numeric50 unique values
0 missing
ATSC3mnumeric67 unique values
0 missing
Eig15_AEA.bo.numeric39 unique values
0 missing
SM15_AEA.ed.numeric49 unique values
0 missing
ATSC3pnumeric67 unique values
0 missing
Eig15_AEA.dm.numeric50 unique values
0 missing
SM07_EAnumeric47 unique values
0 missing
ATSC3snumeric69 unique values
0 missing
Eig15_AEA.ed.numeric44 unique values
0 missing
SM07_EA.ri.numeric62 unique values
0 missing
ATSC3vnumeric67 unique values
0 missing
Eig15_AEA.ri.numeric53 unique values
0 missing
SpMin7_Bh.i.numeric41 unique values
0 missing
ATSC4enumeric64 unique values
0 missing
Eig15_EAnumeric46 unique values
0 missing
P_VSA_MR_1numeric23 unique values
0 missing
ATSC4inumeric63 unique values
0 missing
Eig15_EA.bo.numeric51 unique values
0 missing
SM09_EA.ed.numeric49 unique values
0 missing
ATSC4snumeric69 unique values
0 missing
Eig15_EA.ed.numeric46 unique values
0 missing
SM10_EA.ed.numeric49 unique values
0 missing
ATSC5enumeric66 unique values
0 missing
Eig15_EA.ri.numeric52 unique values
0 missing
SM11_EA.ed.numeric47 unique values
0 missing
ATSC5mnumeric68 unique values
0 missing
Eta_alphanumeric56 unique values
0 missing
P_VSA_p_3numeric63 unique values
0 missing
ATSC5snumeric68 unique values
0 missing
Eta_alpha_Anumeric30 unique values
0 missing
P_VSA_v_3numeric63 unique values
0 missing
ATSC7enumeric61 unique values
0 missing
Eta_Bnumeric37 unique values
0 missing
CATS2D_05_DLnumeric10 unique values
0 missing
ATSC7inumeric65 unique values
0 missing
Eta_betanumeric42 unique values
0 missing
ATSC5vnumeric67 unique values
0 missing
ATSC7mnumeric68 unique values
0 missing
Eta_beta_Anumeric47 unique values
0 missing
GATS5snumeric67 unique values
0 missing
ATSC7pnumeric68 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
H.052numeric7 unique values
0 missing
ATSC7snumeric68 unique values
0 missing
Eta_betaP_Anumeric32 unique values
0 missing
ATSC4vnumeric68 unique values
0 missing
ATSC7vnumeric67 unique values
0 missing
Eta_betaSnumeric30 unique values
0 missing
SpMin4_Bh.m.numeric49 unique values
0 missing
ATSC8enumeric61 unique values
0 missing
Eta_Cnumeric69 unique values
0 missing
GATS2inumeric59 unique values
0 missing
ATSC8inumeric65 unique values
0 missing
Eta_C_Anumeric56 unique values
0 missing
HVcpxnumeric52 unique values
0 missing
ATSC8mnumeric68 unique values
0 missing
Eta_epsinumeric58 unique values
0 missing
ICRnumeric45 unique values
0 missing
ATSC8pnumeric68 unique values
0 missing
Eta_epsi_Anumeric39 unique values
0 missing
IDEnumeric50 unique values
0 missing
ATSC8snumeric68 unique values
0 missing
Eta_Fnumeric69 unique values
0 missing
SpMin2_Bh.s.numeric40 unique values
0 missing
ATSC8vnumeric68 unique values
0 missing
Eta_F_Anumeric65 unique values
0 missing
Xindexnumeric47 unique values
0 missing
BACnumeric15 unique values
0 missing
Eta_FLnumeric58 unique values
0 missing
GATS2pnumeric62 unique values
0 missing
BBInumeric24 unique values
0 missing
Eta_FL_Anumeric35 unique values
0 missing
ATS7snumeric65 unique values
0 missing
BIC0numeric38 unique values
0 missing
Eta_Lnumeric65 unique values
0 missing
SpMAD_AEA.ri.numeric43 unique values
0 missing
BIC1numeric46 unique values
0 missing
Eta_L_Anumeric34 unique values
0 missing
ATSC5inumeric65 unique values
0 missing
BIC2numeric49 unique values
0 missing
Eta_sh_pnumeric45 unique values
0 missing
ATS6enumeric65 unique values
0 missing
BIC3numeric45 unique values
0 missing
F.083numeric2 unique values
0 missing
ATS6inumeric66 unique values
0 missing
BIC5numeric38 unique values
0 missing
F.084numeric2 unique values
0 missing
GATS2vnumeric56 unique values
0 missing
BIDnumeric19 unique values
0 missing
GATS1enumeric54 unique values
0 missing
ATSC6enumeric65 unique values
0 missing
BLInumeric51 unique values
0 missing
GATS1inumeric56 unique values
0 missing
SpMAD_EA.ri.numeric45 unique values
0 missing
BLTA96numeric56 unique values
0 missing
GATS1mnumeric57 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
BLTD48numeric54 unique values
0 missing
GATS1snumeric55 unique values
0 missing
Eig03_EA.bo.numeric33 unique values
0 missing
BLTF96numeric54 unique values
0 missing
GATS1vnumeric51 unique values
0 missing
RBFnumeric41 unique values
0 missing
C.numeric39 unique values
0 missing
GATS2enumeric62 unique values
0 missing
SM13_AEA.ri.numeric33 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS2mnumeric60 unique values
0 missing
SpMAD_EAnumeric34 unique values
0 missing
C.002numeric6 unique values
0 missing
GATS2snumeric54 unique values
0 missing
ATS6snumeric66 unique values
0 missing
C.003numeric3 unique values
0 missing
GATS3enumeric65 unique values
0 missing
ATSC6pnumeric68 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS3mnumeric62 unique values
0 missing
Eta_betaS_Anumeric40 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS3pnumeric62 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS3snumeric61 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS4inumeric62 unique values
0 missing
ATSC4pnumeric69 unique values
0 missing
C.024numeric9 unique values
0 missing
GATS4mnumeric61 unique values
0 missing
GATS6pnumeric61 unique values
0 missing
C.025numeric5 unique values
0 missing
GATS4pnumeric56 unique values
0 missing
MATS1enumeric49 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS4vnumeric53 unique values
0 missing
ATSC6inumeric68 unique values
0 missing
C.027numeric4 unique values
0 missing
GATS5vnumeric56 unique values
0 missing
CATS2D_03_LLnumeric15 unique values
0 missing
C.028numeric3 unique values
0 missing
GATS6enumeric68 unique values
0 missing
nArXnumeric3 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS6inumeric58 unique values
0 missing
SaaNnumeric35 unique values
0 missing
C.030numeric2 unique values
0 missing
GATS6mnumeric59 unique values
0 missing
GATS5pnumeric60 unique values
0 missing
C.031numeric3 unique values
0 missing
GATS6snumeric68 unique values
0 missing
SpMin1_Bh.s.numeric33 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS6vnumeric62 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS7enumeric67 unique values
0 missing
Eig03_AEA.ed.numeric41 unique values
0 missing
C.035numeric2 unique values
0 missing
GATS7inumeric65 unique values
0 missing
GATS5inumeric62 unique values
0 missing
C.039numeric2 unique values
0 missing
GATS7mnumeric62 unique values
0 missing
SpMin5_Bh.v.numeric49 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS7pnumeric62 unique values
0 missing
LOCnumeric38 unique values
0 missing
C.041numeric3 unique values
0 missing
GATS7snumeric67 unique values
0 missing
PHInumeric54 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS7vnumeric59 unique values
0 missing
NsssCHnumeric4 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS8enumeric65 unique values
0 missing
SpDiam_AEA.ed.numeric26 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS8inumeric61 unique values
0 missing
MATS7snumeric65 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS8mnumeric62 unique values
0 missing
Eig01_AEA.ed.numeric18 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS8pnumeric63 unique values
0 missing
SpMax_AEA.ed.numeric18 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS8snumeric65 unique values
0 missing
C.008numeric3 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
GATS8vnumeric59 unique values
0 missing
SsssCHnumeric39 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GGI1numeric14 unique values
0 missing
MATS2pnumeric58 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
GGI10numeric40 unique values
0 missing
nCbHnumeric9 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GGI2numeric21 unique values
0 missing
SM06_AEA.ed.numeric50 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GGI3numeric37 unique values
0 missing
Eig01_EA.ed.numeric21 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
GGI4numeric48 unique values
0 missing
SM10_AEA.dm.numeric21 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
GGI5numeric46 unique values
0 missing
SpMax_EA.ed.numeric21 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
GGI6numeric50 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
SpMin4_Bh.s.numeric42 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
SRW07numeric11 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
SRW09numeric15 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
ATS4vnumeric66 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
SpMin3_Bh.v.numeric47 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eig02_EA.ri.numeric47 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
MATS4snumeric59 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
X2Anumeric28 unique values
0 missing
CATS2D_04_ALnumeric13 unique values
0 missing
MATS6pnumeric62 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
MATS1snumeric54 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
Eig01_AEA.ri.numeric27 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
Eig01_EA.ri.numeric25 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
SpDiam_EA.ri.numeric25 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
SpMax_AEA.ri.numeric27 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
SpMax_EA.ri.numeric25 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
ATS5enumeric64 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
X3Anumeric21 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
X5Anumeric15 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
SpMax2_Bh.p.numeric46 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
GATS4snumeric66 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS4enumeric66 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
SpMin6_Bh.s.numeric54 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
MATS3vnumeric59 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
Eig04_EA.ri.numeric61 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
O.060numeric2 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
MCDnumeric38 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
ATS5pnumeric64 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
JGI7numeric17 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
SpMin5_Bh.i.numeric58 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
ATSC6vnumeric68 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
SM14_EA.ri.numeric64 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
AECCnumeric52 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
MSDnumeric53 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GNarnumeric39 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
HNarnumeric40 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
X0Anumeric29 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
SpMin2_Bh.p.numeric29 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
SpMin2_Bh.e.numeric33 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
SpMin2_Bh.i.numeric31 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
SpMin5_Bh.e.numeric51 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
MATS6snumeric58 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
ATSC4mnumeric67 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
MATS4inumeric59 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
CATS2D_02_LLnumeric15 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
Eig02_EA.bo.numeric28 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
MATS2vnumeric57 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
SM12_AEA.ri.numeric28 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
ATS7inumeric63 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
ATS7pnumeric65 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
ATS8inumeric66 unique values
0 missing
CENTnumeric53 unique values
0 missing
Eig05_EA.ed.numeric51 unique values
0 missing
Chi0_AEA.bo.numeric48 unique values
0 missing
SM14_AEA.dm.numeric51 unique values
0 missing
Chi0_AEA.dm.numeric48 unique values
0 missing
ATS6pnumeric63 unique values
0 missing
Chi0_AEA.ed.numeric48 unique values
0 missing
ATS4pnumeric64 unique values
0 missing
Chi0_AEA.ri.numeric48 unique values
0 missing
ATS5inumeric64 unique values
0 missing
Chi0_EAnumeric48 unique values
0 missing
SM13_EA.ed.numeric44 unique values
0 missing
Chi0_EA.bo.numeric55 unique values
0 missing
Eig09_AEA.bo.numeric36 unique values
0 missing
Chi0_EA.dm.numeric45 unique values
0 missing
Eig09_EA.bo.numeric37 unique values
0 missing
Chi0_EA.ed.numeric53 unique values
0 missing
TPCnumeric44 unique values
0 missing
Chi0_EA.ri.numeric67 unique values
0 missing
Wapnumeric49 unique values
0 missing
Chi1_AEA.bo.numeric51 unique values
0 missing
SpMin7_Bh.v.numeric49 unique values
0 missing
Chi1_AEA.dm.numeric51 unique values
0 missing
MATS4pnumeric54 unique values
0 missing
Chi1_AEA.ed.numeric51 unique values
0 missing
SM04_EA.ed.numeric51 unique values
0 missing
Chi1_AEA.ri.numeric51 unique values
0 missing
SM07_AEA.ed.numeric46 unique values
0 missing
Chi1_EAnumeric51 unique values
0 missing
GATS3inumeric63 unique values
0 missing
Chi1_EA.bo.numeric56 unique values
0 missing
ATS5vnumeric66 unique values
0 missing
Chi1_EA.dm.numeric50 unique values
0 missing
nCICnumeric4 unique values
0 missing
Chi1_EA.ed.numeric53 unique values
0 missing
nCIRnumeric5 unique values
0 missing
Chi1_EA.ri.numeric69 unique values
0 missing
Rperimnumeric12 unique values
0 missing
CIC0numeric57 unique values
0 missing
SPInumeric52 unique values
0 missing
CIC1numeric60 unique values
0 missing
TRSnumeric13 unique values
0 missing
CIC2numeric63 unique values
0 missing
MATS2inumeric57 unique values
0 missing
CIC3numeric58 unique values
0 missing
piPC10numeric53 unique values
0 missing
CIC4numeric57 unique values
0 missing
MATS3pnumeric58 unique values
0 missing
CIC5numeric54 unique values
0 missing
PW5numeric23 unique values
0 missing
CIDnumeric44 unique values
0 missing
SM06_EA.ri.numeric65 unique values
0 missing
Cl.089numeric3 unique values
0 missing
SRW05numeric5 unique values
0 missing
CMC.50numeric2 unique values
0 missing
BIC4numeric41 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Eig08_AEA.bo.numeric42 unique values
0 missing
CSInumeric53 unique values
0 missing
Eig08_EA.bo.numeric39 unique values
0 missing
D.Dtr03numeric21 unique values
0 missing
MPC10numeric46 unique values
0 missing
D.Dtr05numeric22 unique values
0 missing
Eig03_AEA.ri.numeric55 unique values
0 missing
D.Dtr07numeric4 unique values
0 missing
Eig03_EA.ri.numeric55 unique values
0 missing
D.Dtr09numeric6 unique values
0 missing
IVDEnumeric41 unique values
0 missing
D.Dtr10numeric21 unique values
0 missing
JGTnumeric46 unique values
0 missing
D.Dtr11numeric3 unique values
0 missing
ALOGPnumeric66 unique values
0 missing
DELSnumeric69 unique values
0 missing
ALOGP2numeric66 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
SssNHnumeric60 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SpMin3_Bh.p.numeric43 unique values
0 missing
DLS_01numeric2 unique values
0 missing
Eig04_AEA.bo.numeric56 unique values
0 missing
DLS_02numeric3 unique values
0 missing
Eig04_AEA.ri.numeric63 unique values
0 missing
DLS_03numeric2 unique values
0 missing
Eig04_EAnumeric51 unique values
0 missing
DLS_04numeric3 unique values
0 missing
SM12_AEA.bo.numeric51 unique values
0 missing
DLS_05numeric2 unique values
0 missing
NaaOnumeric2 unique values
0 missing
DLS_06numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
70
Number of instances (rows) of the dataset.
NumberOfFeatures
670
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
669
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
9.57
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.41
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
0.7
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.09
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
40
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
0.19
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.03
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.27
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
70
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.71
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
31707.27
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
0.77
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
5.68
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.78
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
8.37
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
0.73
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
24883.99
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.85
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.79
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
0.68
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
3.75
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
57.98
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.19
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.74
Average class difference between consecutive instances.
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1968
0 runs - estimation_procedure: 50 times Clustering
Define a new task