Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623

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: CHEMBL5623 (TID: 101480), and it has 15 rows and 548 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.

550 features

pXC50 (target)numeric11 unique values
0 missing
molecule_id (row identifier)nominal15 unique values
0 missing
Eig03_AEA.dm.numeric14 unique values
0 missing
MATS5vnumeric15 unique values
0 missing
GATS5inumeric15 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
MATS6inumeric15 unique values
0 missing
MATS5pnumeric15 unique values
0 missing
Eig03_AEA.ri.numeric15 unique values
0 missing
MATS6mnumeric14 unique values
0 missing
MATS4vnumeric14 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
MATS6pnumeric14 unique values
0 missing
MATS6enumeric14 unique values
0 missing
Eig03_EA.bo.numeric14 unique values
0 missing
MATS6vnumeric15 unique values
0 missing
MATS6snumeric15 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
MATS7enumeric15 unique values
0 missing
Eta_epsi_Anumeric15 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
MATS7inumeric15 unique values
0 missing
GATS6mnumeric15 unique values
0 missing
Eig03_EA.ri.numeric15 unique values
0 missing
MATS7mnumeric15 unique values
0 missing
H.numeric12 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
MATS7pnumeric15 unique values
0 missing
MATS3enumeric14 unique values
0 missing
Eig04_AEA.dm.numeric15 unique values
0 missing
MATS7snumeric15 unique values
0 missing
Mpnumeric13 unique values
0 missing
Eig04_AEA.ed.numeric14 unique values
0 missing
MATS7vnumeric15 unique values
0 missing
Mvnumeric13 unique values
0 missing
Eig04_AEA.ri.numeric14 unique values
0 missing
MATS8enumeric12 unique values
0 missing
P_VSA_MR_3numeric3 unique values
0 missing
Eig04_EAnumeric15 unique values
0 missing
MATS8inumeric12 unique values
0 missing
AMWnumeric15 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
MATS8mnumeric12 unique values
0 missing
GATS2enumeric15 unique values
0 missing
Eig04_EA.ed.numeric15 unique values
0 missing
MATS8pnumeric12 unique values
0 missing
JGI1numeric11 unique values
0 missing
Eig04_EA.ri.numeric15 unique values
0 missing
MATS8snumeric12 unique values
0 missing
JGI3numeric14 unique values
0 missing
Eig05_AEA.bo.numeric15 unique values
0 missing
MATS8vnumeric12 unique values
0 missing
PCDnumeric15 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
MAXDNnumeric15 unique values
0 missing
SpMAD_EA.bo.numeric15 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
MAXDPnumeric15 unique values
0 missing
AACnumeric15 unique values
0 missing
Eig05_AEA.ri.numeric15 unique values
0 missing
MCDnumeric13 unique values
0 missing
AECCnumeric15 unique values
0 missing
Eig05_EAnumeric15 unique values
0 missing
MDDDnumeric15 unique values
0 missing
ALOGPnumeric15 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
Menumeric14 unique values
0 missing
ALOGP2numeric15 unique values
0 missing
Eig05_EA.ed.numeric15 unique values
0 missing
Minumeric9 unique values
0 missing
AMRnumeric15 unique values
0 missing
Eig05_EA.ri.numeric15 unique values
0 missing
MLOGPnumeric15 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig06_AEA.bo.numeric14 unique values
0 missing
MLOGP2numeric15 unique values
0 missing
ATS1enumeric15 unique values
0 missing
Eig06_AEA.dm.numeric12 unique values
0 missing
MPC01numeric11 unique values
0 missing
ATS1inumeric15 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
MPC02numeric11 unique values
0 missing
ATS1mnumeric15 unique values
0 missing
Eig06_AEA.ri.numeric15 unique values
0 missing
MPC03numeric12 unique values
0 missing
ATS1pnumeric15 unique values
0 missing
Eig06_EAnumeric14 unique values
0 missing
MPC04numeric14 unique values
0 missing
ATS1snumeric15 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
MPC05numeric14 unique values
0 missing
ATS1vnumeric15 unique values
0 missing
Eig06_EA.ed.numeric15 unique values
0 missing
MPC06numeric14 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Eig06_EA.ri.numeric15 unique values
0 missing
MPC07numeric14 unique values
0 missing
ATS2inumeric14 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
MPC08numeric15 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
Eig07_AEA.dm.numeric15 unique values
0 missing
MPC09numeric14 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
MPC10numeric15 unique values
0 missing
ATS2snumeric15 unique values
0 missing
Eig07_AEA.ri.numeric15 unique values
0 missing
MSDnumeric15 unique values
0 missing
ATS2vnumeric15 unique values
0 missing
Eig07_EAnumeric15 unique values
0 missing
MWnumeric15 unique values
0 missing
ATS3enumeric15 unique values
0 missing
Eig07_EA.bo.numeric15 unique values
0 missing
ATS3inumeric15 unique values
0 missing
Eig07_EA.ed.numeric15 unique values
0 missing
ATS3mnumeric15 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
ATS3pnumeric15 unique values
0 missing
Eig08_AEA.bo.numeric15 unique values
0 missing
ATS3snumeric15 unique values
0 missing
Eig08_AEA.dm.numeric15 unique values
0 missing
ATS3vnumeric15 unique values
0 missing
Eig08_AEA.ed.numeric14 unique values
0 missing
ATS4enumeric15 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
ATS4inumeric15 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
ATS4mnumeric15 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
ATS4pnumeric15 unique values
0 missing
Eig08_EA.ed.numeric15 unique values
0 missing
ATS4snumeric15 unique values
0 missing
Eig08_EA.ri.numeric15 unique values
0 missing
ATS4vnumeric15 unique values
0 missing
Eig09_AEA.bo.numeric13 unique values
0 missing
ATS5enumeric15 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
ATS5inumeric15 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
ATS5mnumeric15 unique values
0 missing
Eig09_AEA.ri.numeric13 unique values
0 missing
ATS5pnumeric15 unique values
0 missing
Eig09_EAnumeric12 unique values
0 missing
ATS5snumeric15 unique values
0 missing
Eig09_EA.bo.numeric13 unique values
0 missing
ATS5vnumeric15 unique values
0 missing
Eig09_EA.ed.numeric14 unique values
0 missing
ATS6enumeric15 unique values
0 missing
Eig09_EA.ri.numeric13 unique values
0 missing
ATS6inumeric14 unique values
0 missing
Eig10_AEA.bo.numeric14 unique values
0 missing
ATS6mnumeric15 unique values
0 missing
Eig10_AEA.dm.numeric15 unique values
0 missing
ATS6pnumeric15 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
ATS6snumeric15 unique values
0 missing
Eig10_AEA.ri.numeric15 unique values
0 missing
ATS6vnumeric15 unique values
0 missing
Eig10_EAnumeric15 unique values
0 missing
ATS7enumeric15 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
ATS7inumeric15 unique values
0 missing
Eig10_EA.ed.numeric15 unique values
0 missing
ATS7mnumeric15 unique values
0 missing
Eig10_EA.ri.numeric15 unique values
0 missing
ATS7pnumeric15 unique values
0 missing
Eig11_AEA.bo.numeric15 unique values
0 missing
ATS7snumeric15 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
ATS7vnumeric15 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
ATS8enumeric12 unique values
0 missing
Eig11_AEA.ri.numeric14 unique values
0 missing
ATS8inumeric12 unique values
0 missing
Eig11_EAnumeric14 unique values
0 missing
ATS8mnumeric12 unique values
0 missing
Eig11_EA.bo.numeric15 unique values
0 missing
ATS8pnumeric12 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
ATS8snumeric12 unique values
0 missing
Eig11_EA.ri.numeric15 unique values
0 missing
ATS8vnumeric12 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
ATSC1enumeric15 unique values
0 missing
Eig12_AEA.dm.numeric15 unique values
0 missing
ATSC1inumeric15 unique values
0 missing
Eig12_AEA.ed.numeric13 unique values
0 missing
ATSC1mnumeric15 unique values
0 missing
Eig12_AEA.ri.numeric15 unique values
0 missing
ATSC1pnumeric15 unique values
0 missing
Eig12_EAnumeric14 unique values
0 missing
ATSC1snumeric15 unique values
0 missing
Eig12_EA.bo.numeric15 unique values
0 missing
ATSC1vnumeric15 unique values
0 missing
Eig12_EA.ed.numeric15 unique values
0 missing
ATSC2enumeric15 unique values
0 missing
Eig12_EA.ri.numeric14 unique values
0 missing
ATSC2inumeric15 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
ATSC2mnumeric15 unique values
0 missing
Eig13_AEA.dm.numeric13 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
Eig13_AEA.ed.numeric13 unique values
0 missing
ATSC2snumeric15 unique values
0 missing
Eig13_AEA.ri.numeric11 unique values
0 missing
ATSC2vnumeric15 unique values
0 missing
Eig13_EAnumeric12 unique values
0 missing
ATSC3enumeric15 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
ATSC3inumeric15 unique values
0 missing
Eig13_EA.ed.numeric14 unique values
0 missing
ATSC3mnumeric15 unique values
0 missing
Eig13_EA.ri.numeric12 unique values
0 missing
ATSC3pnumeric15 unique values
0 missing
Eig14_AEA.bo.numeric14 unique values
0 missing
ATSC3snumeric15 unique values
0 missing
Eig14_AEA.dm.numeric12 unique values
0 missing
ATSC3vnumeric15 unique values
0 missing
Eig14_AEA.ed.numeric12 unique values
0 missing
ATSC4enumeric15 unique values
0 missing
Eig14_AEA.ri.numeric12 unique values
0 missing
ATSC4inumeric15 unique values
0 missing
Eig14_EAnumeric12 unique values
0 missing
ATSC4mnumeric15 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
ATSC4pnumeric15 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
ATSC4snumeric15 unique values
0 missing
Eig14_EA.ri.numeric11 unique values
0 missing
ATSC4vnumeric15 unique values
0 missing
Eig15_AEA.bo.numeric9 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
Eig15_AEA.dm.numeric10 unique values
0 missing
ATSC5inumeric15 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
ATSC5mnumeric15 unique values
0 missing
Eig15_AEA.ri.numeric9 unique values
0 missing
ATSC5pnumeric15 unique values
0 missing
Eig15_EAnumeric11 unique values
0 missing
ATSC5snumeric15 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
ATSC5vnumeric15 unique values
0 missing
Eig15_EA.ed.numeric12 unique values
0 missing
ATSC6enumeric15 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
ATSC6inumeric15 unique values
0 missing
Eta_alphanumeric14 unique values
0 missing
ATSC6mnumeric15 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
ATSC6pnumeric15 unique values
0 missing
Eta_Bnumeric13 unique values
0 missing
ATSC6snumeric15 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
ATSC6vnumeric15 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
ATSC7enumeric15 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
ATSC7inumeric15 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
ATSC7mnumeric15 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
ATSC7pnumeric15 unique values
0 missing
Eta_betaSnumeric14 unique values
0 missing
ATSC7snumeric15 unique values
0 missing
Eta_betaS_Anumeric14 unique values
0 missing
ATSC7vnumeric15 unique values
0 missing
Eta_Cnumeric15 unique values
0 missing
ATSC8enumeric12 unique values
0 missing
Eta_C_Anumeric15 unique values
0 missing
ATSC8inumeric12 unique values
0 missing
Eta_epsinumeric15 unique values
0 missing
ATSC8mnumeric12 unique values
0 missing
Eta_Fnumeric15 unique values
0 missing
ATSC8pnumeric12 unique values
0 missing
Eta_F_Anumeric15 unique values
0 missing
ATSC8snumeric12 unique values
0 missing
Eta_FLnumeric15 unique values
0 missing
ATSC8vnumeric12 unique values
0 missing
Eta_FL_Anumeric14 unique values
0 missing
BACnumeric8 unique values
0 missing
Eta_Lnumeric15 unique values
0 missing
BBInumeric11 unique values
0 missing
Eta_L_Anumeric13 unique values
0 missing
BIC0numeric15 unique values
0 missing
Eta_sh_pnumeric13 unique values
0 missing
BIC1numeric14 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
BIC2numeric15 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
BIC3numeric15 unique values
0 missing
GATS1enumeric14 unique values
0 missing
BIC4numeric15 unique values
0 missing
GATS1inumeric15 unique values
0 missing
BIC5numeric14 unique values
0 missing
GATS1mnumeric15 unique values
0 missing
BIDnumeric15 unique values
0 missing
GATS1pnumeric15 unique values
0 missing
BLInumeric15 unique values
0 missing
GATS1snumeric14 unique values
0 missing
BLTA96numeric15 unique values
0 missing
GATS1vnumeric15 unique values
0 missing
BLTD48numeric15 unique values
0 missing
GATS2inumeric14 unique values
0 missing
BLTF96numeric14 unique values
0 missing
GATS2mnumeric15 unique values
0 missing
C.numeric12 unique values
0 missing
GATS2pnumeric14 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS2snumeric15 unique values
0 missing
C.002numeric3 unique values
0 missing
GATS2vnumeric15 unique values
0 missing
C.004numeric2 unique values
0 missing
GATS3enumeric15 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS3inumeric14 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS3mnumeric14 unique values
0 missing
C.016numeric4 unique values
0 missing
GATS3pnumeric15 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS3snumeric15 unique values
0 missing
C.019numeric3 unique values
0 missing
GATS3vnumeric15 unique values
0 missing
C.024numeric5 unique values
0 missing
GATS4enumeric15 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS4inumeric15 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS4mnumeric15 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS4pnumeric15 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS4snumeric15 unique values
0 missing
C.038numeric3 unique values
0 missing
GATS4vnumeric15 unique values
0 missing
C.039numeric4 unique values
0 missing
GATS5enumeric15 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
GATS5mnumeric15 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS5pnumeric13 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GATS5snumeric15 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS5vnumeric14 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
GATS6enumeric15 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS6inumeric14 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GATS6pnumeric15 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS6snumeric15 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS6vnumeric14 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS7enumeric12 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
GATS7inumeric11 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS7mnumeric12 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS7pnumeric12 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS7snumeric12 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS7vnumeric12 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS8enumeric11 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
GATS8inumeric11 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS8mnumeric11 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS8pnumeric11 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS8snumeric11 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS8vnumeric11 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GGI10numeric2 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GGI3numeric10 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GGI4numeric15 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GGI5numeric15 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
GGI6numeric11 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GGI7numeric8 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GGI8numeric4 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GGI9numeric4 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GMTInumeric15 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
GMTIVnumeric15 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GNarnumeric11 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
H.046numeric4 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
H.047numeric6 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
H.050numeric3 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
H.052numeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
HDcpxnumeric15 unique values
0 missing
CENTnumeric15 unique values
0 missing
HNarnumeric12 unique values
0 missing
Chi0_AEA.bo.numeric14 unique values
0 missing
HVcpxnumeric14 unique values
0 missing
Chi0_AEA.dm.numeric14 unique values
0 missing
Hynumeric13 unique values
0 missing
Chi0_AEA.ed.numeric14 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi0_AEA.ri.numeric14 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_EAnumeric14 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
Chi0_EA.bo.numeric15 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi0_EA.dm.numeric13 unique values
0 missing
IACnumeric15 unique values
0 missing
Chi0_EA.ed.numeric15 unique values
0 missing
IC0numeric15 unique values
0 missing
Chi0_EA.ri.numeric15 unique values
0 missing
IC1numeric15 unique values
0 missing
Chi1_AEA.bo.numeric15 unique values
0 missing
IC2numeric15 unique values
0 missing
Chi1_AEA.dm.numeric15 unique values
0 missing
IC3numeric15 unique values
0 missing
Chi1_AEA.ed.numeric15 unique values
0 missing
IC4numeric15 unique values
0 missing
Chi1_AEA.ri.numeric15 unique values
0 missing
IC5numeric15 unique values
0 missing
Chi1_EAnumeric15 unique values
0 missing
ICRnumeric14 unique values
0 missing
Chi1_EA.bo.numeric15 unique values
0 missing
IDDEnumeric15 unique values
0 missing
Chi1_EA.dm.numeric13 unique values
0 missing
IDDMnumeric15 unique values
0 missing
Chi1_EA.ed.numeric15 unique values
0 missing
IDEnumeric15 unique values
0 missing
Chi1_EA.ri.numeric15 unique values
0 missing
IDETnumeric15 unique values
0 missing
CIC0numeric15 unique values
0 missing
IDMnumeric15 unique values
0 missing
CIC1numeric15 unique values
0 missing
IDMTnumeric15 unique values
0 missing
CIC2numeric15 unique values
0 missing
Infective.50numeric2 unique values
0 missing
CIC3numeric14 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIC4numeric14 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CIC5numeric14 unique values
0 missing
ISIZnumeric13 unique values
0 missing
CIDnumeric14 unique values
0 missing
IVDEnumeric12 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IVDMnumeric13 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI10numeric2 unique values
0 missing
CSInumeric14 unique values
0 missing
JGI2numeric10 unique values
0 missing
DBInumeric11 unique values
0 missing
JGI4numeric12 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
JGI5numeric9 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
JGI6numeric10 unique values
0 missing
D.Dtr06numeric15 unique values
0 missing
JGI7numeric7 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
JGI8numeric4 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
JGI9numeric4 unique values
0 missing
D.Dtr10numeric15 unique values
0 missing
JGTnumeric15 unique values
0 missing
D.Dtr11numeric3 unique values
0 missing
LLS_01numeric4 unique values
0 missing
DECCnumeric15 unique values
0 missing
LLS_02numeric2 unique values
0 missing
DELSnumeric15 unique values
0 missing
LOCnumeric11 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
LPRSnumeric15 unique values
0 missing
DLS_02numeric3 unique values
0 missing
MATS1enumeric12 unique values
0 missing
DLS_03numeric2 unique values
0 missing
MATS1inumeric14 unique values
0 missing
DLS_04numeric3 unique values
0 missing
MATS1mnumeric15 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS1pnumeric14 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
MATS1snumeric15 unique values
0 missing
Dznumeric14 unique values
0 missing
MATS1vnumeric14 unique values
0 missing
ECCnumeric15 unique values
0 missing
MATS2enumeric15 unique values
0 missing
Eig01_AEA.bo.numeric14 unique values
0 missing
MATS2inumeric15 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
MATS2mnumeric14 unique values
0 missing
Eig01_AEA.ed.numeric15 unique values
0 missing
MATS2pnumeric15 unique values
0 missing
Eig01_AEA.ri.numeric14 unique values
0 missing
MATS2snumeric14 unique values
0 missing
Eig01_EAnumeric14 unique values
0 missing
MATS2vnumeric14 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
MATS3inumeric14 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
MATS3mnumeric15 unique values
0 missing
Eig01_EA.ed.numeric15 unique values
0 missing
MATS3pnumeric14 unique values
0 missing
Eig01_EA.ri.numeric15 unique values
0 missing
MATS3snumeric15 unique values
0 missing
Eig02_AEA.bo.numeric15 unique values
0 missing
MATS3vnumeric15 unique values
0 missing
Eig02_AEA.dm.numeric14 unique values
0 missing
MATS4enumeric15 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
MATS4inumeric14 unique values
0 missing
Eig02_AEA.ri.numeric15 unique values
0 missing
MATS4mnumeric15 unique values
0 missing
Eig02_EAnumeric15 unique values
0 missing
MATS4pnumeric15 unique values
0 missing
Eig02_EA.bo.numeric15 unique values
0 missing
MATS4snumeric15 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MATS5enumeric15 unique values
0 missing
Eig02_EA.ed.numeric15 unique values
0 missing
MATS5inumeric15 unique values
0 missing
Eig02_EA.ri.numeric15 unique values
0 missing
MATS5mnumeric15 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
MATS5snumeric14 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
15
Number of instances (rows) of the dataset.
NumberOfFeatures
550
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
549
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
15
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.69
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
3.43
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
7323
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.
Quartile3MeansOfNumericAtts
3.54
Third quartile of means 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
99.82
Percentage of numeric attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.87
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
1.3
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
3.87
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.
Quartile3StdDevOfNumericAtts
1.22
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
7305.28
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.03
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.21
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
2.48
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
30.12
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.35
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.28
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.26
First quartile of standard deviation of attributes of the numeric type.
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
36.67
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.51
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
0.56
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.07
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
28.9
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
0.61
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.67
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.31
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5623
0 runs - estimation_procedure: 50 times Clustering
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