Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291

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: CHEMBL2291 (TID: 100817), and it has 14 rows and 456 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.

458 features

pXC50 (target)numeric14 unique values
0 missing
molecule_id (row identifier)nominal14 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
ATSC2mnumeric14 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
ATSC2pnumeric14 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
ATSC3mnumeric14 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
ATSC3pnumeric14 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
BIC2numeric14 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
BLInumeric13 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
DBInumeric10 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
Eig03_AEA.bo.numeric13 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
Eta_sh_xnumeric10 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
Eta_sh_ynumeric13 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GATS1pnumeric13 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
GATS2mnumeric14 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GATS6mnumeric14 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
GNarnumeric11 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
H.046numeric3 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
H.052numeric3 unique values
0 missing
CENTnumeric13 unique values
0 missing
HNarnumeric11 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
IC4numeric13 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
JGI1numeric13 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
LOCnumeric11 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
MATS2snumeric14 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
MATS5enumeric14 unique values
0 missing
Chi0_EA.bo.numeric13 unique values
0 missing
MATS5snumeric14 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
MATS6snumeric14 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
MCDnumeric10 unique values
0 missing
Chi0_EA.ri.numeric14 unique values
0 missing
nS..O.2numeric2 unique values
0 missing
Chi1_AEA.bo.numeric13 unique values
0 missing
PHInumeric14 unique values
0 missing
Chi1_AEA.dm.numeric13 unique values
0 missing
P_VSA_i_1numeric3 unique values
0 missing
Chi1_AEA.ed.numeric13 unique values
0 missing
P_VSA_MR_2numeric9 unique values
0 missing
Chi1_AEA.ri.numeric13 unique values
0 missing
P_VSA_s_1numeric3 unique values
0 missing
Chi1_EAnumeric13 unique values
0 missing
PW5numeric10 unique values
0 missing
Chi1_EA.bo.numeric13 unique values
0 missing
SIC3numeric12 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
SM04_EA.dm.numeric8 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
SM06_EA.dm.numeric8 unique values
0 missing
Chi1_EA.ri.numeric14 unique values
0 missing
SM08_EA.dm.numeric8 unique values
0 missing
CIC0numeric14 unique values
0 missing
SM10_EA.dm.numeric8 unique values
0 missing
CIC1numeric13 unique values
0 missing
SM12_EA.dm.numeric8 unique values
0 missing
CIC2numeric14 unique values
0 missing
SM14_EA.dm.numeric7 unique values
0 missing
CIC3numeric13 unique values
0 missing
SpDiam_AEA.dm.numeric9 unique values
0 missing
CIDnumeric11 unique values
0 missing
SpDiam_EA.dm.numeric7 unique values
0 missing
Cl.089numeric3 unique values
0 missing
SpMax4_Bh.m.numeric13 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SpMax_AEA.dm.numeric9 unique values
0 missing
CSInumeric13 unique values
0 missing
SpMaxA_EA.ed.numeric11 unique values
0 missing
D.Dtr05numeric10 unique values
0 missing
SpMax_EA.dm.numeric7 unique values
0 missing
D.Dtr09numeric9 unique values
0 missing
SpMin1_Bh.i.numeric11 unique values
0 missing
DECCnumeric12 unique values
0 missing
SpMin1_Bh.s.numeric10 unique values
0 missing
DELSnumeric14 unique values
0 missing
SpMin8_Bh.p.numeric11 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Uindexnumeric13 unique values
0 missing
DLS_01numeric2 unique values
0 missing
X0Anumeric10 unique values
0 missing
DLS_02numeric2 unique values
0 missing
X1Avnumeric12 unique values
0 missing
DLS_03numeric2 unique values
0 missing
X2Avnumeric13 unique values
0 missing
DLS_04numeric4 unique values
0 missing
X3Avnumeric10 unique values
0 missing
DLS_05numeric2 unique values
0 missing
X4Avnumeric10 unique values
0 missing
DLS_06numeric2 unique values
0 missing
S3Knumeric14 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
Dznumeric13 unique values
0 missing
SpMaxA_AEA.dm.numeric10 unique values
0 missing
ECCnumeric12 unique values
0 missing
SpMaxA_EAnumeric10 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
Eig01_AEA.ed.numeric9 unique values
0 missing
GATS1vnumeric14 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
Eig01_EAnumeric9 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
SpMax6_Bh.p.numeric10 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
SpMin6_Bh.e.numeric14 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
SsCH3numeric5 unique values
0 missing
Eig02_AEA.bo.numeric13 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
Eig02_AEA.dm.numeric11 unique values
0 missing
GATS4pnumeric14 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
MATS4pnumeric14 unique values
0 missing
Eig02_AEA.ri.numeric14 unique values
0 missing
S2Knumeric14 unique values
0 missing
Eig02_EAnumeric13 unique values
0 missing
X0Avnumeric14 unique values
0 missing
Eig02_EA.bo.numeric13 unique values
0 missing
BIC4numeric9 unique values
0 missing
Eig02_EA.ed.numeric13 unique values
0 missing
BIC5numeric10 unique values
0 missing
Eig02_EA.ri.numeric14 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
Eig03_AEA.dm.numeric12 unique values
0 missing
CIC4numeric13 unique values
0 missing
Eig03_AEA.ed.numeric13 unique values
0 missing
CIC5numeric12 unique values
0 missing
Eig03_AEA.ri.numeric13 unique values
0 missing
MATS4mnumeric14 unique values
0 missing
Eig03_EAnumeric13 unique values
0 missing
P_VSA_p_3numeric14 unique values
0 missing
Eig03_EA.bo.numeric13 unique values
0 missing
P_VSA_v_3numeric14 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
SIC4numeric12 unique values
0 missing
Eig03_EA.ed.numeric13 unique values
0 missing
SIC5numeric12 unique values
0 missing
Eig03_EA.ri.numeric12 unique values
0 missing
AMWnumeric14 unique values
0 missing
Eig04_AEA.bo.numeric12 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
ATS8mnumeric14 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
MATS1mnumeric13 unique values
0 missing
Eig04_AEA.ri.numeric8 unique values
0 missing
Mpnumeric14 unique values
0 missing
Eig04_EAnumeric7 unique values
0 missing
P_VSA_LogP_8numeric5 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
RBFnumeric10 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
SpMax5_Bh.m.numeric12 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
IC2numeric14 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
SpMax6_Bh.e.numeric13 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
SpMax6_Bh.i.numeric9 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
SpMin6_Bh.v.numeric13 unique values
0 missing
Eig05_AEA.ed.numeric13 unique values
0 missing
TIC2numeric14 unique values
0 missing
Eig05_AEA.ri.numeric14 unique values
0 missing
AACnumeric14 unique values
0 missing
Eig05_EAnumeric13 unique values
0 missing
AECCnumeric13 unique values
0 missing
Eig05_EA.bo.numeric12 unique values
0 missing
ALOGPnumeric14 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ALOGP2numeric14 unique values
0 missing
Eig05_EA.ed.numeric13 unique values
0 missing
AMRnumeric14 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig06_AEA.bo.numeric12 unique values
0 missing
ATS1enumeric13 unique values
0 missing
Eig06_AEA.dm.numeric14 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig06_AEA.ed.numeric10 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
Eig06_AEA.ri.numeric14 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
Eig06_EAnumeric13 unique values
0 missing
ATS1snumeric14 unique values
0 missing
Eig06_EA.bo.numeric11 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS2enumeric14 unique values
0 missing
Eig06_EA.ed.numeric9 unique values
0 missing
ATS2inumeric14 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
ATS2mnumeric14 unique values
0 missing
Eig07_AEA.bo.numeric12 unique values
0 missing
ATS2pnumeric14 unique values
0 missing
Eig07_AEA.dm.numeric14 unique values
0 missing
ATS2snumeric14 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
ATS2vnumeric14 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
ATS3enumeric14 unique values
0 missing
Eig07_EAnumeric12 unique values
0 missing
ATS3inumeric14 unique values
0 missing
Eig07_EA.bo.numeric12 unique values
0 missing
ATS3mnumeric14 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATS3pnumeric14 unique values
0 missing
Eig07_EA.ed.numeric12 unique values
0 missing
ATS3snumeric13 unique values
0 missing
Eig07_EA.ri.numeric14 unique values
0 missing
ATS3vnumeric13 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
ATS4enumeric14 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
ATS4inumeric14 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
ATS4mnumeric14 unique values
0 missing
Eig08_AEA.ri.numeric13 unique values
0 missing
ATS4pnumeric14 unique values
0 missing
Eig08_EAnumeric12 unique values
0 missing
ATS4snumeric14 unique values
0 missing
Eig08_EA.bo.numeric12 unique values
0 missing
ATS4vnumeric14 unique values
0 missing
Eig08_EA.ed.numeric13 unique values
0 missing
ATS5enumeric14 unique values
0 missing
Eig08_EA.ri.numeric14 unique values
0 missing
ATS5inumeric14 unique values
0 missing
Eig09_AEA.bo.numeric13 unique values
0 missing
ATS5mnumeric14 unique values
0 missing
Eig09_AEA.dm.numeric14 unique values
0 missing
ATS5pnumeric14 unique values
0 missing
Eig09_AEA.ed.numeric13 unique values
0 missing
ATS5snumeric14 unique values
0 missing
Eig09_AEA.ri.numeric14 unique values
0 missing
ATS5vnumeric14 unique values
0 missing
Eig09_EAnumeric13 unique values
0 missing
ATS6enumeric14 unique values
0 missing
Eig09_EA.bo.numeric13 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eig09_EA.ed.numeric13 unique values
0 missing
ATS6mnumeric14 unique values
0 missing
Eig09_EA.ri.numeric14 unique values
0 missing
ATS6pnumeric14 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
ATS6snumeric14 unique values
0 missing
Eig10_AEA.dm.numeric14 unique values
0 missing
ATS6vnumeric14 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
ATS7enumeric14 unique values
0 missing
Eig10_AEA.ri.numeric14 unique values
0 missing
ATS7inumeric14 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
ATS7mnumeric14 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
ATS7pnumeric14 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
ATS7snumeric14 unique values
0 missing
Eig10_EA.ri.numeric14 unique values
0 missing
ATS7vnumeric14 unique values
0 missing
Eig11_AEA.bo.numeric10 unique values
0 missing
ATS8enumeric14 unique values
0 missing
Eig11_AEA.dm.numeric14 unique values
0 missing
ATS8inumeric14 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
ATS8pnumeric14 unique values
0 missing
Eig11_AEA.ri.numeric11 unique values
0 missing
ATS8snumeric14 unique values
0 missing
Eig11_EAnumeric10 unique values
0 missing
ATS8vnumeric14 unique values
0 missing
Eig11_EA.bo.numeric10 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
Eig11_EA.ri.numeric11 unique values
0 missing
ATSC1snumeric14 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
ATSC2enumeric14 unique values
0 missing
Eig12_AEA.ed.numeric12 unique values
0 missing
ATSC2inumeric14 unique values
0 missing
Eig12_AEA.ri.numeric14 unique values
0 missing
ATSC2snumeric14 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
ATSC2vnumeric14 unique values
0 missing
Eig12_EA.bo.numeric13 unique values
0 missing
ATSC3enumeric14 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
ATSC3inumeric14 unique values
0 missing
Eig12_EA.ri.numeric14 unique values
0 missing
ATSC3snumeric14 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
ATSC3vnumeric14 unique values
0 missing
Eig13_AEA.dm.numeric11 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
Eig13_AEA.ed.numeric13 unique values
0 missing
ATSC4inumeric14 unique values
0 missing
Eig13_AEA.ri.numeric13 unique values
0 missing
ATSC4mnumeric14 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
ATSC4pnumeric14 unique values
0 missing
Eig13_EA.bo.numeric13 unique values
0 missing
ATSC4snumeric14 unique values
0 missing
Eig13_EA.ed.numeric13 unique values
0 missing
ATSC4vnumeric14 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
ATSC5enumeric14 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
ATSC5inumeric14 unique values
0 missing
Eig14_AEA.dm.numeric11 unique values
0 missing
ATSC5mnumeric14 unique values
0 missing
Eig14_AEA.ed.numeric11 unique values
0 missing
ATSC5pnumeric14 unique values
0 missing
Eig14_AEA.ri.numeric12 unique values
0 missing
ATSC5snumeric14 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
ATSC5vnumeric14 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
ATSC6enumeric14 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
ATSC6inumeric14 unique values
0 missing
Eig14_EA.ri.numeric13 unique values
0 missing
ATSC6mnumeric14 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATSC6pnumeric14 unique values
0 missing
Eig15_AEA.dm.numeric13 unique values
0 missing
ATSC6snumeric14 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
ATSC6vnumeric14 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
ATSC7enumeric14 unique values
0 missing
Eig15_EAnumeric13 unique values
0 missing
ATSC7inumeric13 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
ATSC7mnumeric14 unique values
0 missing
Eig15_EA.ed.numeric11 unique values
0 missing
ATSC7pnumeric14 unique values
0 missing
Eig15_EA.ri.numeric14 unique values
0 missing
ATSC7snumeric14 unique values
0 missing
Eta_alphanumeric14 unique values
0 missing
ATSC7vnumeric14 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
ATSC8enumeric14 unique values
0 missing
Eta_Bnumeric13 unique values
0 missing
ATSC8inumeric14 unique values
0 missing
Eta_B_Anumeric10 unique values
0 missing
ATSC8mnumeric14 unique values
0 missing
Eta_betanumeric11 unique values
0 missing
ATSC8pnumeric14 unique values
0 missing
Eta_beta_Anumeric12 unique values
0 missing
ATSC8snumeric14 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
ATSC8vnumeric14 unique values
0 missing
Eta_betaP_Anumeric11 unique values
0 missing
BACnumeric7 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
BBInumeric9 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
BIC0numeric13 unique values
0 missing
Eta_Cnumeric14 unique values
0 missing
BIC1numeric14 unique values
0 missing
Eta_C_Anumeric13 unique values
0 missing
BIC3numeric13 unique values
0 missing
Eta_epsinumeric14 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eta_epsi_Anumeric14 unique values
0 missing
BLTA96numeric14 unique values
0 missing
Eta_Fnumeric14 unique values
0 missing
BLTD48numeric14 unique values
0 missing
Eta_F_Anumeric14 unique values
0 missing
BLTF96numeric14 unique values
0 missing
Eta_FLnumeric14 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_FL_Anumeric14 unique values
0 missing
C.numeric10 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
C.006numeric4 unique values
0 missing
C.013numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
C.022numeric2 unique values
0 missing
C.024numeric5 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric3 unique values
0 missing
C.027numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric3 unique values
0 missing
C.038numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
C.043numeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
14
Number of instances (rows) of the dataset.
NumberOfFeatures
458
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
457
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
0.81
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
1.59
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
13.44
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.87
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.19
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.07
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
0.54
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
32.71
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.06
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.58
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
3.58
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
-0.27
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
14
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.54
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
1237.57
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
2.4
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
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.44
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.74
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.74
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
0.55
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
308.63
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.4
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.07
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-CHEMBL2291
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2291
0 runs - estimation_procedure: 50 times Clustering
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