Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989

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: CHEMBL1989 (TID: 245), and it has 20 rows and 658 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.

660 features

pXC50 (target)numeric18 unique values
0 missing
molecule_id (row identifier)nominal20 unique values
0 missing
Eig06_AEA.ri.numeric3 unique values
0 missing
MLOGP2numeric7 unique values
0 missing
AACnumeric5 unique values
0 missing
Eig06_EAnumeric3 unique values
0 missing
Mpnumeric8 unique values
0 missing
AECCnumeric5 unique values
0 missing
Eig06_EA.bo.numeric5 unique values
0 missing
MPC01numeric3 unique values
0 missing
ALOGPnumeric8 unique values
0 missing
Eig06_EA.ed.numeric3 unique values
0 missing
MPC02numeric3 unique values
0 missing
ALOGP2numeric8 unique values
0 missing
Eig06_EA.ri.numeric4 unique values
0 missing
MPC03numeric4 unique values
0 missing
AMRnumeric8 unique values
0 missing
Eig07_AEA.bo.numeric5 unique values
0 missing
MPC04numeric4 unique values
0 missing
AMWnumeric8 unique values
0 missing
Eig07_AEA.dm.numeric7 unique values
0 missing
MPC05numeric4 unique values
0 missing
ARRnumeric3 unique values
0 missing
Eig07_AEA.ed.numeric5 unique values
0 missing
MPC06numeric4 unique values
0 missing
ATS1enumeric8 unique values
0 missing
Eig07_AEA.ri.numeric8 unique values
0 missing
MPC07numeric3 unique values
0 missing
ATS1inumeric8 unique values
0 missing
Eig07_EAnumeric4 unique values
0 missing
MPC08numeric5 unique values
0 missing
ATS1mnumeric8 unique values
0 missing
Eig07_EA.bo.numeric5 unique values
0 missing
MPC09numeric5 unique values
0 missing
ATS1pnumeric8 unique values
0 missing
Eig07_EA.ed.numeric5 unique values
0 missing
MPC10numeric4 unique values
0 missing
ATS1snumeric8 unique values
0 missing
Eig07_EA.ri.numeric8 unique values
0 missing
MSDnumeric5 unique values
0 missing
ATS1vnumeric8 unique values
0 missing
Eig08_AEA.bo.numeric5 unique values
0 missing
Mvnumeric8 unique values
0 missing
ATS2enumeric8 unique values
0 missing
Eig08_AEA.dm.numeric8 unique values
0 missing
MWnumeric8 unique values
0 missing
ATS2inumeric8 unique values
0 missing
Eig08_AEA.ed.numeric5 unique values
0 missing
MWC01numeric3 unique values
0 missing
ATS2mnumeric8 unique values
0 missing
Eig08_AEA.ri.numeric9 unique values
0 missing
MWC02numeric3 unique values
0 missing
ATS2pnumeric8 unique values
0 missing
Eig08_EAnumeric5 unique values
0 missing
MWC03numeric4 unique values
0 missing
ATS2snumeric9 unique values
0 missing
Eig08_EA.bo.numeric3 unique values
0 missing
MWC04numeric5 unique values
0 missing
ATS2vnumeric8 unique values
0 missing
Eig08_EA.ed.numeric5 unique values
0 missing
MWC05numeric5 unique values
0 missing
ATS3enumeric8 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
MWC06numeric5 unique values
0 missing
ATS3inumeric9 unique values
0 missing
Eig09_AEA.bo.numeric3 unique values
0 missing
MWC07numeric5 unique values
0 missing
ATS3mnumeric9 unique values
0 missing
Eig09_AEA.dm.numeric5 unique values
0 missing
MWC08numeric5 unique values
0 missing
ATS3pnumeric9 unique values
0 missing
Eig09_AEA.ed.numeric5 unique values
0 missing
MWC09numeric5 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig09_AEA.ri.numeric5 unique values
0 missing
MWC10numeric5 unique values
0 missing
ATS3vnumeric9 unique values
0 missing
Eig09_EAnumeric3 unique values
0 missing
N.numeric3 unique values
0 missing
ATS4enumeric9 unique values
0 missing
Eig09_EA.bo.numeric5 unique values
0 missing
N.069numeric2 unique values
0 missing
ATS4inumeric10 unique values
0 missing
Eig09_EA.ed.numeric5 unique values
0 missing
NaaCHnumeric2 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
Eig09_EA.ri.numeric4 unique values
0 missing
NaasCnumeric2 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig10_AEA.bo.numeric2 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATS4snumeric9 unique values
0 missing
Eig10_AEA.ed.numeric2 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig10_EA.bo.numeric2 unique values
0 missing
nATnumeric3 unique values
0 missing
ATS5enumeric8 unique values
0 missing
Eig10_EA.ed.numeric2 unique values
0 missing
nBOnumeric3 unique values
0 missing
ATS5inumeric7 unique values
0 missing
Eig10_EA.ri.numeric2 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig11_AEA.bo.numeric5 unique values
0 missing
nBTnumeric3 unique values
0 missing
ATS5pnumeric9 unique values
0 missing
Eig11_AEA.dm.numeric10 unique values
0 missing
nCnumeric2 unique values
0 missing
ATS5snumeric9 unique values
0 missing
Eig11_AEA.ed.numeric5 unique values
0 missing
nCb.numeric2 unique values
0 missing
ATS5vnumeric9 unique values
0 missing
Eig11_AEA.ri.numeric9 unique values
0 missing
nCbHnumeric2 unique values
0 missing
ATS6enumeric9 unique values
0 missing
Eig11_EAnumeric5 unique values
0 missing
nCLnumeric3 unique values
0 missing
ATS6inumeric10 unique values
0 missing
Eig11_EA.bo.numeric5 unique values
0 missing
nCpnumeric2 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig11_EA.ed.numeric5 unique values
0 missing
nCRX3numeric2 unique values
0 missing
ATS6pnumeric10 unique values
0 missing
Eig11_EA.ri.numeric9 unique values
0 missing
nCsp3numeric2 unique values
0 missing
ATS6snumeric9 unique values
0 missing
Eig12_AEA.bo.numeric5 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATS6vnumeric10 unique values
0 missing
Eig12_AEA.dm.numeric7 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATS7enumeric9 unique values
0 missing
Eig12_AEA.ed.numeric5 unique values
0 missing
nFnumeric3 unique values
0 missing
ATS7inumeric9 unique values
0 missing
Eig12_AEA.ri.numeric9 unique values
0 missing
nHnumeric3 unique values
0 missing
ATS7mnumeric10 unique values
0 missing
Eig12_EAnumeric4 unique values
0 missing
nHAccnumeric3 unique values
0 missing
ATS7pnumeric9 unique values
0 missing
Eig12_EA.bo.numeric4 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATS7snumeric10 unique values
0 missing
Eig12_EA.ed.numeric4 unique values
0 missing
nHetnumeric3 unique values
0 missing
ATS7vnumeric10 unique values
0 missing
Eig12_EA.ri.numeric10 unique values
0 missing
nHMnumeric3 unique values
0 missing
ATS8enumeric9 unique values
0 missing
Eig13_AEA.bo.numeric3 unique values
0 missing
nInumeric2 unique values
0 missing
ATS8inumeric9 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
nNnumeric2 unique values
0 missing
ATS8mnumeric10 unique values
0 missing
Eig13_AEA.ed.numeric5 unique values
0 missing
NsBrnumeric2 unique values
0 missing
ATS8pnumeric10 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
NsClnumeric3 unique values
0 missing
ATS8snumeric10 unique values
0 missing
Eig13_EAnumeric5 unique values
0 missing
NsFnumeric3 unique values
0 missing
ATS8vnumeric10 unique values
0 missing
Eig13_EA.bo.numeric5 unique values
0 missing
NsInumeric2 unique values
0 missing
ATSC1enumeric8 unique values
0 missing
Eig13_EA.ed.numeric5 unique values
0 missing
nSKnumeric3 unique values
0 missing
ATSC1inumeric8 unique values
0 missing
Eig13_EA.ri.numeric9 unique values
0 missing
NsNH2numeric2 unique values
0 missing
ATSC1mnumeric8 unique values
0 missing
Eig14_AEA.bo.numeric5 unique values
0 missing
NssssCnumeric2 unique values
0 missing
ATSC1pnumeric8 unique values
0 missing
Eig14_AEA.dm.numeric7 unique values
0 missing
nXnumeric4 unique values
0 missing
ATSC1snumeric9 unique values
0 missing
Eig14_AEA.ed.numeric3 unique values
0 missing
O.numeric3 unique values
0 missing
ATSC1vnumeric8 unique values
0 missing
Eig14_AEA.ri.numeric10 unique values
0 missing
ON0numeric3 unique values
0 missing
ATSC2enumeric7 unique values
0 missing
Eig14_EAnumeric5 unique values
0 missing
ON0Vnumeric4 unique values
0 missing
ATSC2inumeric8 unique values
0 missing
Eig14_EA.bo.numeric5 unique values
0 missing
ON1numeric4 unique values
0 missing
ATSC2mnumeric8 unique values
0 missing
Eig14_EA.ed.numeric3 unique values
0 missing
ON1Vnumeric5 unique values
0 missing
ATSC2pnumeric8 unique values
0 missing
Eig14_EA.ri.numeric10 unique values
0 missing
PCDnumeric4 unique values
0 missing
ATSC2snumeric10 unique values
0 missing
Eig15_AEA.bo.numeric4 unique values
0 missing
PCRnumeric4 unique values
0 missing
ATSC2vnumeric8 unique values
0 missing
Eig15_AEA.dm.numeric10 unique values
0 missing
PDInumeric7 unique values
0 missing
ATSC3enumeric9 unique values
0 missing
Eig15_AEA.ed.numeric2 unique values
0 missing
PHInumeric8 unique values
0 missing
ATSC3inumeric9 unique values
0 missing
Eig15_AEA.ri.numeric4 unique values
0 missing
piIDnumeric5 unique values
0 missing
ATSC3mnumeric9 unique values
0 missing
Eig15_EA.ed.numeric4 unique values
0 missing
piPC01numeric3 unique values
0 missing
ATSC3pnumeric9 unique values
0 missing
Eig15_EA.ri.numeric8 unique values
0 missing
piPC02numeric3 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eta_alphanumeric8 unique values
0 missing
piPC03numeric4 unique values
0 missing
ATSC3vnumeric9 unique values
0 missing
Eta_alpha_Anumeric8 unique values
0 missing
piPC04numeric5 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
Eta_Bnumeric4 unique values
0 missing
piPC05numeric5 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
Eta_B_Anumeric3 unique values
0 missing
piPC06numeric5 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
Eta_betanumeric5 unique values
0 missing
piPC07numeric5 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
Eta_beta_Anumeric5 unique values
0 missing
piPC08numeric5 unique values
0 missing
ATSC4snumeric10 unique values
0 missing
Eta_betaPnumeric2 unique values
0 missing
piPC09numeric5 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eta_betaP_Anumeric4 unique values
0 missing
piPC10numeric5 unique values
0 missing
ATSC5enumeric10 unique values
0 missing
Eta_betaSnumeric5 unique values
0 missing
PJI2numeric3 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
Eta_betaS_Anumeric5 unique values
0 missing
Polnumeric4 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
Psi_e_0numeric10 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
Eta_C_Anumeric9 unique values
0 missing
Psi_e_1numeric10 unique values
0 missing
ATSC5snumeric10 unique values
0 missing
Eta_epsinumeric8 unique values
0 missing
Psi_e_Anumeric8 unique values
0 missing
ATSC5vnumeric9 unique values
0 missing
Eta_epsi_Anumeric8 unique values
0 missing
Psi_i_0numeric8 unique values
0 missing
ATSC6enumeric10 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
Psi_i_1numeric9 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
Eta_F_Anumeric10 unique values
0 missing
Psi_i_Anumeric8 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
Eta_FLnumeric9 unique values
0 missing
Psi_i_snumeric8 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
Eta_FL_Anumeric9 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
ATSC6snumeric10 unique values
0 missing
Eta_Lnumeric9 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
Eta_L_Anumeric8 unique values
0 missing
P_VSA_e_1numeric2 unique values
0 missing
ATSC7enumeric10 unique values
0 missing
Eta_sh_pnumeric8 unique values
0 missing
P_VSA_e_2numeric8 unique values
0 missing
ATSC7inumeric10 unique values
0 missing
Eta_sh_xnumeric7 unique values
0 missing
P_VSA_e_3numeric3 unique values
0 missing
ATSC7mnumeric10 unique values
0 missing
Eta_sh_ynumeric8 unique values
0 missing
P_VSA_e_4numeric3 unique values
0 missing
ATSC7pnumeric10 unique values
0 missing
F.083numeric2 unique values
0 missing
P_VSA_e_6numeric3 unique values
0 missing
ATSC7snumeric10 unique values
0 missing
F.084numeric2 unique values
0 missing
P_VSA_i_1numeric2 unique values
0 missing
ATSC7vnumeric10 unique values
0 missing
GATS1enumeric8 unique values
0 missing
P_VSA_i_2numeric8 unique values
0 missing
ATSC8enumeric9 unique values
0 missing
GATS1inumeric8 unique values
0 missing
P_VSA_i_3numeric4 unique values
0 missing
ATSC8inumeric10 unique values
0 missing
GATS1mnumeric8 unique values
0 missing
P_VSA_i_4numeric4 unique values
0 missing
ATSC8mnumeric10 unique values
0 missing
GATS1pnumeric8 unique values
0 missing
P_VSA_LogP_3numeric3 unique values
0 missing
ATSC8pnumeric10 unique values
0 missing
GATS1snumeric9 unique values
0 missing
P_VSA_LogP_5numeric8 unique values
0 missing
ATSC8snumeric10 unique values
0 missing
GATS1vnumeric8 unique values
0 missing
P_VSA_LogP_6numeric2 unique values
0 missing
ATSC8vnumeric10 unique values
0 missing
GATS2enumeric8 unique values
0 missing
P_VSA_LogP_7numeric3 unique values
0 missing
BACnumeric3 unique values
0 missing
GATS2inumeric8 unique values
0 missing
P_VSA_LogP_8numeric5 unique values
0 missing
BBInumeric3 unique values
0 missing
GATS2mnumeric8 unique values
0 missing
P_VSA_m_1numeric2 unique values
0 missing
BIC0numeric5 unique values
0 missing
GATS2pnumeric8 unique values
0 missing
P_VSA_m_2numeric8 unique values
0 missing
BIC1numeric5 unique values
0 missing
GATS2snumeric7 unique values
0 missing
P_VSA_m_3numeric3 unique values
0 missing
BIC2numeric7 unique values
0 missing
GATS2vnumeric8 unique values
0 missing
P_VSA_m_4numeric3 unique values
0 missing
BIC3numeric5 unique values
0 missing
GATS3enumeric9 unique values
0 missing
P_VSA_m_5numeric3 unique values
0 missing
BIC4numeric4 unique values
0 missing
GATS3inumeric8 unique values
0 missing
P_VSA_MR_1numeric4 unique values
0 missing
BIC5numeric4 unique values
0 missing
GATS3mnumeric9 unique values
0 missing
P_VSA_MR_2numeric2 unique values
0 missing
BIDnumeric4 unique values
0 missing
GATS3pnumeric9 unique values
0 missing
P_VSA_MR_5numeric2 unique values
0 missing
BLInumeric9 unique values
0 missing
GATS3snumeric10 unique values
0 missing
P_VSA_MR_6numeric8 unique values
0 missing
BLTA96numeric7 unique values
0 missing
GATS3vnumeric9 unique values
0 missing
P_VSA_MR_7numeric3 unique values
0 missing
BLTD48numeric7 unique values
0 missing
GATS4enumeric10 unique values
0 missing
P_VSA_MR_8numeric3 unique values
0 missing
BLTF96numeric7 unique values
0 missing
GATS4inumeric10 unique values
0 missing
P_VSA_p_1numeric5 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS4mnumeric10 unique values
0 missing
P_VSA_p_2numeric2 unique values
0 missing
C.numeric3 unique values
0 missing
GATS4pnumeric10 unique values
0 missing
P_VSA_p_3numeric8 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS4snumeric9 unique values
0 missing
P_VSA_p_4numeric2 unique values
0 missing
C.024numeric2 unique values
0 missing
GATS4vnumeric10 unique values
0 missing
P_VSA_s_2numeric3 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS5enumeric10 unique values
0 missing
P_VSA_s_3numeric8 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS5inumeric10 unique values
0 missing
P_VSA_s_4numeric3 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS5mnumeric10 unique values
0 missing
P_VSA_s_5numeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
P_VSA_s_6numeric6 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS5snumeric10 unique values
0 missing
P_VSA_v_1numeric2 unique values
0 missing
CATS2D_01_LLnumeric3 unique values
0 missing
GATS5vnumeric10 unique values
0 missing
P_VSA_v_2numeric4 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS6enumeric9 unique values
0 missing
P_VSA_v_3numeric8 unique values
0 missing
CATS2D_02_LLnumeric4 unique values
0 missing
GATS6inumeric10 unique values
0 missing
P_VSA_v_4numeric2 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS6mnumeric10 unique values
0 missing
PW2numeric4 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS6pnumeric10 unique values
0 missing
PW3numeric5 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
GATS6snumeric10 unique values
0 missing
PW4numeric5 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS6vnumeric10 unique values
0 missing
PW5numeric5 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
GATS7enumeric10 unique values
0 missing
Qindexnumeric3 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
GATS7inumeric10 unique values
0 missing
Ramnumeric3 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS7mnumeric10 unique values
0 missing
RBFnumeric3 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS7pnumeric9 unique values
0 missing
RDCHInumeric5 unique values
0 missing
CATS2D_05_ALnumeric2 unique values
0 missing
GATS7snumeric10 unique values
0 missing
RDSQnumeric5 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS7vnumeric10 unique values
0 missing
S0Knumeric4 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
GATS8enumeric9 unique values
0 missing
S1Knumeric8 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS8inumeric10 unique values
0 missing
S2Knumeric8 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS8mnumeric10 unique values
0 missing
S3Knumeric8 unique values
0 missing
CATS2D_06_ALnumeric2 unique values
0 missing
GATS8pnumeric10 unique values
0 missing
SAaccnumeric4 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS8snumeric10 unique values
0 missing
SaaCHnumeric10 unique values
0 missing
CATS2D_06_LLnumeric2 unique values
0 missing
GATS8vnumeric10 unique values
0 missing
SaasCnumeric10 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GGI1numeric4 unique values
0 missing
SAdonnumeric2 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GGI10numeric4 unique values
0 missing
SAtotnumeric8 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
GGI2numeric5 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
GGI3numeric5 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GGI4numeric4 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
GGI5numeric3 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GGI6numeric4 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GGI7numeric3 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
GGI8numeric5 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
GGI9numeric3 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GMTInumeric5 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GMTIVnumeric6 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GNarnumeric3 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
H.numeric4 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
H.047numeric2 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
H.050numeric2 unique values
0 missing
CATS2D_08_LLnumeric2 unique values
0 missing
HDcpxnumeric4 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
HNarnumeric3 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
HVcpxnumeric5 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
Hynumeric4 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
I.099numeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
IACnumeric5 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
IC0numeric5 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
IC1numeric5 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
IC2numeric6 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
IC3numeric5 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
IC4numeric4 unique values
0 missing
CENTnumeric5 unique values
0 missing
IC5numeric4 unique values
0 missing
Chi0_AEA.bo.numeric4 unique values
0 missing
ICRnumeric4 unique values
0 missing
Chi0_AEA.dm.numeric4 unique values
0 missing
IDDEnumeric4 unique values
0 missing
Chi0_AEA.ed.numeric4 unique values
0 missing
IDDMnumeric5 unique values
0 missing
Chi0_AEA.ri.numeric4 unique values
0 missing
IDEnumeric5 unique values
0 missing
Chi0_EAnumeric4 unique values
0 missing
IDETnumeric5 unique values
0 missing
Chi0_EA.bo.numeric4 unique values
0 missing
IDMnumeric5 unique values
0 missing
Chi0_EA.dm.numeric8 unique values
0 missing
IDMTnumeric5 unique values
0 missing
Chi0_EA.ed.numeric5 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Chi0_EA.ri.numeric9 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Chi1_AEA.bo.numeric5 unique values
0 missing
ISIZnumeric3 unique values
0 missing
Chi1_AEA.dm.numeric5 unique values
0 missing
IVDEnumeric3 unique values
0 missing
Chi1_AEA.ed.numeric5 unique values
0 missing
IVDMnumeric3 unique values
0 missing
Chi1_AEA.ri.numeric5 unique values
0 missing
JGI1numeric4 unique values
0 missing
Chi1_EAnumeric5 unique values
0 missing
JGI10numeric2 unique values
0 missing
Chi1_EA.bo.numeric5 unique values
0 missing
JGI2numeric5 unique values
0 missing
Chi1_EA.dm.numeric8 unique values
0 missing
JGI3numeric5 unique values
0 missing
Chi1_EA.ed.numeric5 unique values
0 missing
JGI4numeric4 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
JGI5numeric3 unique values
0 missing
CIC0numeric5 unique values
0 missing
JGI6numeric3 unique values
0 missing
CIC1numeric5 unique values
0 missing
JGI7numeric3 unique values
0 missing
CIC2numeric7 unique values
0 missing
JGI8numeric4 unique values
0 missing
CIC3numeric5 unique values
0 missing
JGI9numeric5 unique values
0 missing
CIC4numeric4 unique values
0 missing
JGTnumeric5 unique values
0 missing
CIC5numeric4 unique values
0 missing
LLS_01numeric2 unique values
0 missing
CIDnumeric3 unique values
0 missing
LLS_02numeric2 unique values
0 missing
Cl.089numeric3 unique values
0 missing
LOCnumeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
LPRSnumeric5 unique values
0 missing
CSInumeric5 unique values
0 missing
MATS1enumeric7 unique values
0 missing
DBInumeric3 unique values
0 missing
MATS1inumeric7 unique values
0 missing
D.Dtr06numeric5 unique values
0 missing
MATS1mnumeric8 unique values
0 missing
DECCnumeric5 unique values
0 missing
MATS1pnumeric7 unique values
0 missing
DELSnumeric10 unique values
0 missing
MATS1snumeric7 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS1vnumeric6 unique values
0 missing
DLS_01numeric2 unique values
0 missing
MATS2enumeric8 unique values
0 missing
DLS_02numeric2 unique values
0 missing
MATS2inumeric8 unique values
0 missing
DLS_03numeric2 unique values
0 missing
MATS2mnumeric8 unique values
0 missing
DLS_04numeric2 unique values
0 missing
MATS2pnumeric7 unique values
0 missing
DLS_06numeric2 unique values
0 missing
MATS2snumeric9 unique values
0 missing
DLS_consnumeric3 unique values
0 missing
MATS2vnumeric7 unique values
0 missing
Dznumeric8 unique values
0 missing
MATS3enumeric9 unique values
0 missing
ECCnumeric5 unique values
0 missing
MATS3inumeric9 unique values
0 missing
Eig01_AEA.bo.numeric2 unique values
0 missing
MATS3mnumeric8 unique values
0 missing
Eig01_AEA.dm.numeric3 unique values
0 missing
MATS3pnumeric9 unique values
0 missing
Eig01_EAnumeric2 unique values
0 missing
MATS3snumeric9 unique values
0 missing
Eig01_EA.bo.numeric5 unique values
0 missing
MATS3vnumeric9 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
MATS4enumeric10 unique values
0 missing
Eig02_AEA.bo.numeric5 unique values
0 missing
MATS4inumeric9 unique values
0 missing
Eig02_AEA.dm.numeric2 unique values
0 missing
MATS4mnumeric10 unique values
0 missing
Eig02_AEA.ed.numeric5 unique values
0 missing
MATS4pnumeric9 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
MATS4snumeric9 unique values
0 missing
Eig02_EAnumeric5 unique values
0 missing
MATS4vnumeric10 unique values
0 missing
Eig02_EA.bo.numeric5 unique values
0 missing
MATS5enumeric10 unique values
0 missing
Eig02_EA.dm.numeric2 unique values
0 missing
MATS5inumeric9 unique values
0 missing
Eig02_EA.ed.numeric5 unique values
0 missing
MATS5mnumeric10 unique values
0 missing
Eig02_EA.ri.numeric9 unique values
0 missing
MATS5pnumeric10 unique values
0 missing
Eig03_AEA.bo.numeric5 unique values
0 missing
MATS5snumeric10 unique values
0 missing
Eig03_AEA.dm.numeric10 unique values
0 missing
MATS5vnumeric9 unique values
0 missing
Eig03_AEA.ed.numeric5 unique values
0 missing
MATS6enumeric10 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
MATS6inumeric10 unique values
0 missing
Eig03_EAnumeric5 unique values
0 missing
MATS6mnumeric9 unique values
0 missing
Eig03_EA.bo.numeric5 unique values
0 missing
MATS6pnumeric10 unique values
0 missing
Eig03_EA.ed.numeric5 unique values
0 missing
MATS6snumeric10 unique values
0 missing
Eig03_EA.ri.numeric8 unique values
0 missing
MATS6vnumeric10 unique values
0 missing
Eig04_AEA.bo.numeric3 unique values
0 missing
MATS7enumeric10 unique values
0 missing
Eig04_AEA.dm.numeric8 unique values
0 missing
MATS7inumeric10 unique values
0 missing
Eig04_AEA.ed.numeric5 unique values
0 missing
MATS7mnumeric10 unique values
0 missing
Eig04_AEA.ri.numeric9 unique values
0 missing
MATS7pnumeric10 unique values
0 missing
Eig04_EAnumeric5 unique values
0 missing
MATS7snumeric10 unique values
0 missing
Eig04_EA.bo.numeric5 unique values
0 missing
MATS7vnumeric10 unique values
0 missing
Eig04_EA.ed.numeric5 unique values
0 missing
MATS8enumeric10 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
MATS8inumeric10 unique values
0 missing
Eig05_AEA.bo.numeric5 unique values
0 missing
MATS8mnumeric9 unique values
0 missing
Eig05_AEA.dm.numeric9 unique values
0 missing
MATS8pnumeric9 unique values
0 missing
Eig05_AEA.ed.numeric5 unique values
0 missing
MATS8snumeric10 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
MATS8vnumeric9 unique values
0 missing
Eig05_EAnumeric5 unique values
0 missing
MAXDNnumeric10 unique values
0 missing
Eig05_EA.bo.numeric3 unique values
0 missing
MAXDPnumeric10 unique values
0 missing
Eig05_EA.ed.numeric5 unique values
0 missing
MCDnumeric3 unique values
0 missing
Eig05_EA.ri.numeric8 unique values
0 missing
MDDDnumeric5 unique values
0 missing
Eig06_AEA.bo.numeric5 unique values
0 missing
Menumeric8 unique values
0 missing
Eig06_AEA.dm.numeric9 unique values
0 missing
Minumeric8 unique values
0 missing
Eig06_AEA.ed.numeric3 unique values
0 missing
MLOGPnumeric7 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
20
Number of instances (rows) of the dataset.
NumberOfFeatures
660
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
659
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
33
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.77
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
0.8
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.66
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
12.86
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
0.84
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.24
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.14
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
7.04
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.17
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
21693.6
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
3.18
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
6.9
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.89
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
2.89
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
1.79
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
4347.85
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.02
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.47
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
0.7
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
1.52
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
84.6
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.07
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.03
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.05
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-CHEMBL1989
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1989
0 runs - estimation_procedure: 50 times Clustering
Define a new task