Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL2724 (TID: 12788), and it has 50 rows and 757 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.

759 features

pXC50 (target)numeric47 unique values
0 missing
molecule_id (row identifier)nominal50 unique values
0 missing
IVDMnumeric34 unique values
0 missing
Eig09_EAnumeric30 unique values
0 missing
Eta_L_Anumeric36 unique values
0 missing
ON1numeric34 unique values
0 missing
Eig09_EA.bo.numeric38 unique values
0 missing
ATS4inumeric42 unique values
0 missing
PHInumeric40 unique values
0 missing
Eig09_EA.ed.numeric39 unique values
0 missing
ATS5inumeric46 unique values
0 missing
Psi_i_1numeric43 unique values
0 missing
Eig09_EA.ri.numeric43 unique values
0 missing
ATSC4vnumeric48 unique values
0 missing
S2Knumeric41 unique values
0 missing
Eig10_AEA.bo.numeric35 unique values
0 missing
Eig07_AEA.dm.numeric34 unique values
0 missing
S3Knumeric42 unique values
0 missing
Eig10_AEA.dm.numeric36 unique values
0 missing
Eig07_EAnumeric31 unique values
0 missing
SM08_AEA.dm.numeric32 unique values
0 missing
Eig10_AEA.ed.numeric40 unique values
0 missing
Eig07_EA.ed.numeric33 unique values
0 missing
SM09_AEA.ri.numeric36 unique values
0 missing
Eig10_AEA.ri.numeric39 unique values
0 missing
SM02_AEA.ri.numeric33 unique values
0 missing
SpMax4_Bh.p.numeric33 unique values
0 missing
Eig10_EAnumeric34 unique values
0 missing
SM15_AEA.bo.numeric31 unique values
0 missing
SpMax4_Bh.v.numeric33 unique values
0 missing
Eig10_EA.bo.numeric36 unique values
0 missing
H.numeric34 unique values
0 missing
SpMax7_Bh.i.numeric40 unique values
0 missing
Eig10_EA.ed.numeric36 unique values
0 missing
BLInumeric40 unique values
0 missing
SpMax7_Bh.p.numeric43 unique values
0 missing
Eig10_EA.ri.numeric37 unique values
0 missing
X1Avnumeric32 unique values
0 missing
SpMax7_Bh.v.numeric44 unique values
0 missing
Eig11_AEA.bo.numeric36 unique values
0 missing
ATS4enumeric45 unique values
0 missing
SpMaxA_EA.bo.numeric34 unique values
0 missing
Eig11_AEA.dm.numeric32 unique values
0 missing
ATS5enumeric48 unique values
0 missing
SpMin5_Bh.p.numeric40 unique values
0 missing
Eig11_AEA.ed.numeric37 unique values
0 missing
ATS6inumeric47 unique values
0 missing
SpMin6_Bh.e.numeric38 unique values
0 missing
Eig11_AEA.ri.numeric44 unique values
0 missing
ATSC2vnumeric43 unique values
0 missing
SpMin7_Bh.e.numeric38 unique values
0 missing
Eig11_EAnumeric36 unique values
0 missing
ATSC4inumeric44 unique values
0 missing
SpMin8_Bh.m.numeric45 unique values
0 missing
Eig11_EA.bo.numeric36 unique values
0 missing
ATSC4pnumeric47 unique values
0 missing
Uindexnumeric40 unique values
0 missing
Eig11_EA.ed.numeric37 unique values
0 missing
ATSC5inumeric46 unique values
0 missing
X0solnumeric33 unique values
0 missing
Eig11_EA.ri.numeric43 unique values
0 missing
ATSC5pnumeric49 unique values
0 missing
X1numeric35 unique values
0 missing
Eig12_AEA.bo.numeric28 unique values
0 missing
ATSC5vnumeric49 unique values
0 missing
X1Madnumeric41 unique values
0 missing
Eig12_AEA.dm.numeric33 unique values
0 missing
X3vnumeric49 unique values
0 missing
X1solnumeric35 unique values
0 missing
Eig12_AEA.ed.numeric28 unique values
0 missing
DLS_04numeric6 unique values
0 missing
H.046numeric10 unique values
0 missing
Eig12_AEA.ri.numeric30 unique values
0 missing
Eta_FL_Anumeric37 unique values
0 missing
ATS4pnumeric45 unique values
0 missing
Eig12_EAnumeric29 unique values
0 missing
ATSC3vnumeric43 unique values
0 missing
CIC4numeric38 unique values
0 missing
Eig12_EA.bo.numeric35 unique values
0 missing
Eta_C_Anumeric47 unique values
0 missing
Eta_Bnumeric33 unique values
0 missing
Eig12_EA.ed.numeric34 unique values
0 missing
Chi0_EA.dm.numeric38 unique values
0 missing
Eta_sh_ynumeric36 unique values
0 missing
Eig12_EA.ri.numeric30 unique values
0 missing
ATS3enumeric42 unique values
0 missing
GATS1pnumeric39 unique values
0 missing
Eig13_AEA.bo.numeric37 unique values
0 missing
ATS3inumeric43 unique values
0 missing
SM04_AEA.ed.numeric38 unique values
0 missing
Eig13_AEA.dm.numeric33 unique values
0 missing
ATSC2pnumeric43 unique values
0 missing
SRW10numeric40 unique values
0 missing
Eig13_AEA.ed.numeric33 unique values
0 missing
ATSC3inumeric43 unique values
0 missing
GATS2snumeric44 unique values
0 missing
Eig13_AEA.ri.numeric37 unique values
0 missing
ATSC3mnumeric43 unique values
0 missing
O.numeric29 unique values
0 missing
Eig13_EAnumeric31 unique values
0 missing
ATSC3pnumeric43 unique values
0 missing
GATS1mnumeric41 unique values
0 missing
Eig13_EA.bo.numeric32 unique values
0 missing
ATSC4mnumeric48 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig13_EA.ed.numeric34 unique values
0 missing
Eig06_EAnumeric38 unique values
0 missing
RBNnumeric10 unique values
0 missing
Eig13_EA.ri.numeric36 unique values
0 missing
Eta_Lnumeric43 unique values
0 missing
SpMaxA_EA.ri.numeric33 unique values
0 missing
Eig14_AEA.bo.numeric38 unique values
0 missing
nCsp3numeric13 unique values
0 missing
SsssNnumeric11 unique values
0 missing
Eig14_AEA.dm.numeric29 unique values
0 missing
NssCH2numeric10 unique values
0 missing
SpMax6_Bh.s.numeric38 unique values
0 missing
Eig14_AEA.ed.numeric34 unique values
0 missing
P_VSA_i_3numeric38 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
Eig14_EA.bo.numeric41 unique values
0 missing
SM14_AEA.bo.numeric38 unique values
0 missing
SpMin4_Bh.p.numeric40 unique values
0 missing
Eig15_AEA.bo.numeric37 unique values
0 missing
SpMin5_Bh.s.numeric37 unique values
0 missing
SsOHnumeric45 unique values
0 missing
Eig15_AEA.ed.numeric40 unique values
0 missing
X2Avnumeric30 unique values
0 missing
Eig08_EA.bo.numeric33 unique values
0 missing
Eta_alpha_Anumeric28 unique values
0 missing
SpMin1_Bh.s.numeric26 unique values
0 missing
NNRSnumeric7 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
SssCH2numeric29 unique values
0 missing
RCInumeric13 unique values
0 missing
Eta_betanumeric37 unique values
0 missing
Eig07_AEA.bo.numeric33 unique values
0 missing
RFDnumeric13 unique values
0 missing
Eta_betaPnumeric22 unique values
0 missing
P_VSA_MR_2numeric25 unique values
0 missing
MATS6mnumeric44 unique values
0 missing
Eta_betaS_Anumeric25 unique values
0 missing
GATS1vnumeric41 unique values
0 missing
SpMin3_Bh.s.numeric41 unique values
0 missing
Eta_Fnumeric49 unique values
0 missing
ATS3pnumeric43 unique values
0 missing
MATS6vnumeric43 unique values
0 missing
Eta_FLnumeric43 unique values
0 missing
ATSC1mnumeric42 unique values
0 missing
Eig01_AEA.dm.numeric39 unique values
0 missing
Eta_sh_pnumeric31 unique values
0 missing
ATSC1vnumeric42 unique values
0 missing
SpDiam_AEA.dm.numeric39 unique values
0 missing
Eta_sh_xnumeric10 unique values
0 missing
ATSC6mnumeric47 unique values
0 missing
SpMax2_Bh.v.numeric30 unique values
0 missing
F.082numeric2 unique values
0 missing
Mpnumeric36 unique values
0 missing
SpMax5_Bh.m.numeric45 unique values
0 missing
F.083numeric3 unique values
0 missing
Eta_beta_Anumeric40 unique values
0 missing
SpMax_AEA.dm.numeric39 unique values
0 missing
F.084numeric2 unique values
0 missing
Eta_betaP_Anumeric35 unique values
0 missing
SpMin1_Bh.p.numeric26 unique values
0 missing
GATS1enumeric41 unique values
0 missing
Mvnumeric34 unique values
0 missing
SpMin1_Bh.v.numeric31 unique values
0 missing
GATS1snumeric42 unique values
0 missing
CIC5numeric36 unique values
0 missing
CIC0numeric38 unique values
0 missing
GATS2enumeric42 unique values
0 missing
ATSC5mnumeric49 unique values
0 missing
Eig15_AEA.dm.numeric43 unique values
0 missing
GATS2inumeric43 unique values
0 missing
C.002numeric8 unique values
0 missing
MATS1snumeric41 unique values
0 missing
GATS2pnumeric41 unique values
0 missing
nCsnumeric8 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
GATS2vnumeric36 unique values
0 missing
GATS2mnumeric40 unique values
0 missing
SpMax7_Bh.m.numeric44 unique values
0 missing
GATS3enumeric40 unique values
0 missing
ATS1mnumeric40 unique values
0 missing
Eta_F_Anumeric46 unique values
0 missing
GATS3inumeric40 unique values
0 missing
Chi0_EA.ri.numeric41 unique values
0 missing
Eig02_AEA.bo.numeric39 unique values
0 missing
GATS3mnumeric41 unique values
0 missing
Chi1_EA.ri.numeric46 unique values
0 missing
SpMAD_AEA.ri.numeric36 unique values
0 missing
GATS3pnumeric40 unique values
0 missing
Dznumeric34 unique values
0 missing
SpMAD_EAnumeric33 unique values
0 missing
GATS3snumeric47 unique values
0 missing
Eig07_AEA.ed.numeric33 unique values
0 missing
SIC4numeric35 unique values
0 missing
GATS3vnumeric40 unique values
0 missing
Eig07_AEA.ri.numeric36 unique values
0 missing
AACnumeric38 unique values
0 missing
GATS4enumeric48 unique values
0 missing
Eig07_EA.ri.numeric33 unique values
0 missing
ALOGPnumeric43 unique values
0 missing
GATS4inumeric41 unique values
0 missing
Eig08_AEA.ed.numeric37 unique values
0 missing
ALOGP2numeric43 unique values
0 missing
GATS4mnumeric45 unique values
0 missing
Eig08_EAnumeric34 unique values
0 missing
ATS2mnumeric42 unique values
0 missing
GATS4pnumeric45 unique values
0 missing
Eig08_EA.ed.numeric35 unique values
0 missing
ATS3mnumeric43 unique values
0 missing
GATS4snumeric47 unique values
0 missing
GMTInumeric40 unique values
0 missing
ATS3vnumeric42 unique values
0 missing
GATS4vnumeric47 unique values
0 missing
IDETnumeric40 unique values
0 missing
ATS4mnumeric47 unique values
0 missing
GATS5enumeric49 unique values
0 missing
LPRSnumeric40 unique values
0 missing
ATS4snumeric47 unique values
0 missing
GATS5inumeric47 unique values
0 missing
MWnumeric40 unique values
0 missing
ATS4vnumeric48 unique values
0 missing
GATS5mnumeric47 unique values
0 missing
ON0numeric30 unique values
0 missing
ATS5mnumeric48 unique values
0 missing
GATS5pnumeric44 unique values
0 missing
Psi_e_0numeric48 unique values
0 missing
ATS5pnumeric48 unique values
0 missing
GATS5snumeric48 unique values
0 missing
SM02_AEA.dm.numeric34 unique values
0 missing
ATS5snumeric47 unique values
0 missing
GATS5vnumeric46 unique values
0 missing
SM03_AEA.ri.numeric35 unique values
0 missing
ATS5vnumeric46 unique values
0 missing
GATS6enumeric44 unique values
0 missing
SMTInumeric40 unique values
0 missing
ATS6mnumeric46 unique values
0 missing
GATS6inumeric43 unique values
0 missing
SpMin4_Bh.m.numeric34 unique values
0 missing
ATS6snumeric48 unique values
0 missing
GATS6mnumeric44 unique values
0 missing
SpMin4_Bh.v.numeric37 unique values
0 missing
ATS6vnumeric44 unique values
0 missing
GATS6pnumeric42 unique values
0 missing
Vindexnumeric34 unique values
0 missing
ATS7mnumeric47 unique values
0 missing
GATS6snumeric48 unique values
0 missing
X0numeric34 unique values
0 missing
ATS7snumeric47 unique values
0 missing
GATS6vnumeric43 unique values
0 missing
Xindexnumeric36 unique values
0 missing
ATS7vnumeric48 unique values
0 missing
GATS7enumeric47 unique values
0 missing
XMODnumeric41 unique values
0 missing
ATS8mnumeric47 unique values
0 missing
GATS7inumeric43 unique values
0 missing
Xunumeric40 unique values
0 missing
ATS8pnumeric46 unique values
0 missing
GATS7mnumeric43 unique values
0 missing
nCrsnumeric7 unique values
0 missing
ATS8snumeric45 unique values
0 missing
GATS7pnumeric44 unique values
0 missing
ATS6enumeric47 unique values
0 missing
ATS8vnumeric47 unique values
0 missing
GATS7snumeric47 unique values
0 missing
ATSC1pnumeric42 unique values
0 missing
ATSC1enumeric31 unique values
0 missing
GATS7vnumeric43 unique values
0 missing
ATSC6inumeric47 unique values
0 missing
ATSC1snumeric42 unique values
0 missing
GATS8enumeric47 unique values
0 missing
ATSC6pnumeric47 unique values
0 missing
ATSC2enumeric42 unique values
0 missing
GATS8inumeric45 unique values
0 missing
ATSC6vnumeric47 unique values
0 missing
ATSC2snumeric45 unique values
0 missing
GATS8mnumeric43 unique values
0 missing
ATSC7mnumeric48 unique values
0 missing
ATSC3enumeric38 unique values
0 missing
GATS8pnumeric44 unique values
0 missing
ATSC7vnumeric48 unique values
0 missing
ATSC3snumeric49 unique values
0 missing
GATS8snumeric46 unique values
0 missing
Eig06_AEA.ri.numeric42 unique values
0 missing
ATSC4enumeric47 unique values
0 missing
GATS8vnumeric41 unique values
0 missing
nHnumeric22 unique values
0 missing
ATSC4snumeric49 unique values
0 missing
GGI10numeric24 unique values
0 missing
P_VSA_e_1numeric23 unique values
0 missing
ATSC5enumeric48 unique values
0 missing
GGI3numeric31 unique values
0 missing
P_VSA_LogP_2numeric17 unique values
0 missing
ATSC5snumeric49 unique values
0 missing
GGI4numeric37 unique values
0 missing
P_VSA_LogP_7numeric25 unique values
0 missing
ATSC6enumeric43 unique values
0 missing
GGI5numeric34 unique values
0 missing
P_VSA_m_1numeric23 unique values
0 missing
ATSC6snumeric49 unique values
0 missing
GGI6numeric35 unique values
0 missing
P_VSA_MR_5numeric22 unique values
0 missing
ATSC7enumeric43 unique values
0 missing
GGI7numeric38 unique values
0 missing
P_VSA_p_1numeric25 unique values
0 missing
ATSC7snumeric48 unique values
0 missing
GGI8numeric38 unique values
0 missing
P_VSA_s_2numeric24 unique values
0 missing
ATSC8enumeric45 unique values
0 missing
GGI9numeric34 unique values
0 missing
P_VSA_v_1numeric23 unique values
0 missing
ATSC8snumeric47 unique values
0 missing
GMTIVnumeric47 unique values
0 missing
SpMin4_Bh.e.numeric32 unique values
0 missing
BACnumeric12 unique values
0 missing
GNarnumeric32 unique values
0 missing
SpMin4_Bh.i.numeric29 unique values
0 missing
BBInumeric25 unique values
0 missing
H.047numeric17 unique values
0 missing
SpMin6_Bh.s.numeric43 unique values
0 missing
BIC0numeric33 unique values
0 missing
H.048numeric2 unique values
0 missing
GATS1inumeric40 unique values
0 missing
BIC1numeric34 unique values
0 missing
H.049numeric2 unique values
0 missing
X4vnumeric49 unique values
0 missing
BIC2numeric41 unique values
0 missing
H.050numeric3 unique values
0 missing
X5vnumeric49 unique values
0 missing
BIC3numeric37 unique values
0 missing
H.053numeric2 unique values
0 missing
Eta_epsi_Anumeric38 unique values
0 missing
BIC4numeric35 unique values
0 missing
HDcpxnumeric36 unique values
0 missing
SpMAD_EA.bo.numeric40 unique values
0 missing
BIC5numeric35 unique values
0 missing
HNarnumeric27 unique values
0 missing
ATSC2mnumeric43 unique values
0 missing
BLTA96numeric35 unique values
0 missing
Hynumeric35 unique values
0 missing
GGI1numeric11 unique values
0 missing
BLTD48numeric36 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
X3Avnumeric29 unique values
0 missing
BLTF96numeric36 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
X4Avnumeric22 unique values
0 missing
Br.094numeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
X5Avnumeric19 unique values
0 missing
C.001numeric3 unique values
0 missing
IC0numeric38 unique values
0 missing
AECCnumeric37 unique values
0 missing
C.003numeric4 unique values
0 missing
IC1numeric40 unique values
0 missing
ATS1enumeric42 unique values
0 missing
C.004numeric2 unique values
0 missing
IC2numeric45 unique values
0 missing
ATS1inumeric42 unique values
0 missing
C.005numeric3 unique values
0 missing
IC3numeric44 unique values
0 missing
ATS2enumeric41 unique values
0 missing
C.008numeric2 unique values
0 missing
IC4numeric40 unique values
0 missing
ATS2inumeric42 unique values
0 missing
C.010numeric2 unique values
0 missing
IC5numeric39 unique values
0 missing
ATS7enumeric46 unique values
0 missing
C.012numeric2 unique values
0 missing
IDDEnumeric37 unique values
0 missing
ATS8inumeric45 unique values
0 missing
C.013numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATSC1inumeric38 unique values
0 missing
C.015numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATSC2inumeric42 unique values
0 missing
C.016numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
ATSC8inumeric47 unique values
0 missing
C.017numeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATSC8mnumeric47 unique values
0 missing
C.018numeric2 unique values
0 missing
JGI1numeric32 unique values
0 missing
ATSC8pnumeric46 unique values
0 missing
C.024numeric13 unique values
0 missing
JGI10numeric9 unique values
0 missing
ATSC8vnumeric47 unique values
0 missing
C.025numeric7 unique values
0 missing
JGI2numeric25 unique values
0 missing
CENTnumeric40 unique values
0 missing
C.026numeric6 unique values
0 missing
JGI3numeric27 unique values
0 missing
Chi0_EA.bo.numeric39 unique values
0 missing
C.028numeric2 unique values
0 missing
JGI4numeric19 unique values
0 missing
Chi1_EA.bo.numeric42 unique values
0 missing
C.033numeric2 unique values
0 missing
JGI5numeric15 unique values
0 missing
CSInumeric37 unique values
0 missing
C.034numeric3 unique values
0 missing
JGI6numeric13 unique values
0 missing
DECCnumeric38 unique values
0 missing
C.037numeric2 unique values
0 missing
JGI7numeric16 unique values
0 missing
ECCnumeric36 unique values
0 missing
C.039numeric2 unique values
0 missing
JGI8numeric11 unique values
0 missing
Eig05_EAnumeric38 unique values
0 missing
C.040numeric2 unique values
0 missing
JGI9numeric15 unique values
0 missing
Eig06_EA.ed.numeric34 unique values
0 missing
C.043numeric2 unique values
0 missing
JGTnumeric38 unique values
0 missing
Eta_Cnumeric49 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
LLS_01numeric6 unique values
0 missing
Eta_epsinumeric39 unique values
0 missing
CATS2D_01_LLnumeric21 unique values
0 missing
LLS_02numeric4 unique values
0 missing
HVcpxnumeric40 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
LOCnumeric31 unique values
0 missing
IACnumeric38 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
MATS1enumeric36 unique values
0 missing
ICRnumeric37 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
MATS1inumeric35 unique values
0 missing
IDEnumeric39 unique values
0 missing
CATS2D_02_LLnumeric23 unique values
0 missing
MATS1mnumeric35 unique values
0 missing
IDMTnumeric40 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
MATS1pnumeric33 unique values
0 missing
ISIZnumeric25 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
MATS1vnumeric32 unique values
0 missing
MDDDnumeric40 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
MATS2enumeric37 unique values
0 missing
MSDnumeric40 unique values
0 missing
CATS2D_03_LLnumeric25 unique values
0 missing
MATS2inumeric43 unique values
0 missing
nATnumeric25 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
MATS2mnumeric38 unique values
0 missing
nBTnumeric27 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
MATS2pnumeric40 unique values
0 missing
ON0Vnumeric38 unique values
0 missing
CATS2D_04_LLnumeric24 unique values
0 missing
MATS2vnumeric40 unique values
0 missing
ON1Vnumeric41 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
MATS3enumeric43 unique values
0 missing
Psi_i_0numeric41 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
MATS3inumeric40 unique values
0 missing
RDCHInumeric40 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
MATS3mnumeric40 unique values
0 missing
S1Knumeric41 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
MATS3pnumeric41 unique values
0 missing
SAtotnumeric42 unique values
0 missing
CATS2D_05_LLnumeric21 unique values
0 missing
MATS3snumeric45 unique values
0 missing
Senumeric40 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
MATS3vnumeric41 unique values
0 missing
Sinumeric40 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
MATS4enumeric45 unique values
0 missing
SM13_AEA.bo.numeric38 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
MATS4inumeric42 unique values
0 missing
SM15_AEA.dm.numeric34 unique values
0 missing
CATS2D_06_LLnumeric21 unique values
0 missing
MATS4mnumeric45 unique values
0 missing
Spnumeric40 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
MATS4pnumeric43 unique values
0 missing
SpMax4_Bh.e.numeric38 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
MATS4snumeric42 unique values
0 missing
SpMax4_Bh.i.numeric33 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
MATS4vnumeric44 unique values
0 missing
SpMax8_Bh.e.numeric35 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
MATS5enumeric45 unique values
0 missing
SpMax8_Bh.i.numeric36 unique values
0 missing
CATS2D_07_LLnumeric23 unique values
0 missing
MATS5inumeric40 unique values
0 missing
SpMax8_Bh.p.numeric36 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
MATS5mnumeric44 unique values
0 missing
SpMax8_Bh.v.numeric37 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
MATS5pnumeric44 unique values
0 missing
SpMin5_Bh.m.numeric36 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
MATS5snumeric41 unique values
0 missing
SpMin5_Bh.v.numeric37 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
MATS5vnumeric45 unique values
0 missing
SpMin7_Bh.p.numeric38 unique values
0 missing
CATS2D_08_LLnumeric19 unique values
0 missing
MATS6enumeric42 unique values
0 missing
SpMin7_Bh.s.numeric28 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
MATS6inumeric43 unique values
0 missing
SpMin7_Bh.v.numeric36 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
MATS6pnumeric41 unique values
0 missing
SpMin8_Bh.e.numeric30 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
MATS6snumeric46 unique values
0 missing
SpMin8_Bh.i.numeric33 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
MATS7enumeric46 unique values
0 missing
SpMin8_Bh.s.numeric30 unique values
0 missing
CATS2D_09_DLnumeric9 unique values
0 missing
MATS7inumeric42 unique values
0 missing
Svnumeric40 unique values
0 missing
CATS2D_09_LLnumeric17 unique values
0 missing
MATS7mnumeric42 unique values
0 missing
TIC0numeric38 unique values
0 missing
Chi1_AEA.bo.numeric37 unique values
0 missing
MATS7pnumeric48 unique values
0 missing
TIC1numeric40 unique values
0 missing
Chi1_AEA.dm.numeric37 unique values
0 missing
MATS7snumeric42 unique values
0 missing
TIC2numeric45 unique values
0 missing
Chi1_AEA.ed.numeric37 unique values
0 missing
MATS7vnumeric43 unique values
0 missing
TIC3numeric45 unique values
0 missing
Chi1_AEA.ri.numeric37 unique values
0 missing
MATS8enumeric44 unique values
0 missing
TIC4numeric40 unique values
0 missing
Chi1_EAnumeric37 unique values
0 missing
MATS8inumeric45 unique values
0 missing
TIC5numeric40 unique values
0 missing
Chi1_EA.dm.numeric39 unique values
0 missing
MATS8mnumeric40 unique values
0 missing
UNIPnumeric35 unique values
0 missing
CIC1numeric40 unique values
0 missing
MATS8pnumeric41 unique values
0 missing
VARnumeric31 unique values
0 missing
CIC2numeric42 unique values
0 missing
MATS8snumeric44 unique values
0 missing
VvdwMGnumeric41 unique values
0 missing
CIC3numeric44 unique values
0 missing
MATS8vnumeric44 unique values
0 missing
VvdwZAZnumeric41 unique values
0 missing
Cl.089numeric2 unique values
0 missing
MAXDNnumeric46 unique values
0 missing
Vxnumeric41 unique values
0 missing
CMC.50numeric2 unique values
0 missing
MAXDPnumeric46 unique values
0 missing
X0vnumeric41 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MCDnumeric30 unique values
0 missing
X1Kupnumeric43 unique values
0 missing
cRo5numeric2 unique values
0 missing
Minumeric27 unique values
0 missing
X1MulPernumeric44 unique values
0 missing
DBInumeric22 unique values
0 missing
MLOGPnumeric40 unique values
0 missing
X1Pernumeric45 unique values
0 missing
D.Dtr05numeric35 unique values
0 missing
MLOGP2numeric40 unique values
0 missing
X1vnumeric43 unique values
0 missing
D.Dtr06numeric40 unique values
0 missing
MPC01numeric22 unique values
0 missing
X2vnumeric47 unique values
0 missing
D.Dtr07numeric4 unique values
0 missing
MPC02numeric25 unique values
0 missing
Yindexnumeric40 unique values
0 missing
D.Dtr09numeric33 unique values
0 missing
MPC03numeric28 unique values
0 missing
C.numeric29 unique values
0 missing
D.Dtr10numeric20 unique values
0 missing
MPC04numeric33 unique values
0 missing
H.052numeric5 unique values
0 missing
D.Dtr11numeric4 unique values
0 missing
MPC05numeric33 unique values
0 missing
Eig08_AEA.bo.numeric33 unique values
0 missing
DELSnumeric48 unique values
0 missing
MPC06numeric31 unique values
0 missing
Eig06_AEA.dm.numeric42 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
MPC07numeric37 unique values
0 missing
Eig06_EA.ri.numeric44 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MPC08numeric40 unique values
0 missing
MATS2snumeric39 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MPC09numeric37 unique values
0 missing
ATS7inumeric48 unique values
0 missing
DLS_02numeric4 unique values
0 missing
MPC10numeric35 unique values
0 missing
AMWnumeric40 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MWC01numeric22 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
DLS_05numeric3 unique values
0 missing
MWC02numeric31 unique values
0 missing
SIC5numeric35 unique values
0 missing
DLS_06numeric3 unique values
0 missing
MWC03numeric33 unique values
0 missing
SpDiam_AEA.bo.numeric42 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MWC04numeric39 unique values
0 missing
ARRnumeric30 unique values
0 missing
DLS_consnumeric20 unique values
0 missing
MWC05numeric40 unique values
0 missing
ATSC7inumeric47 unique values
0 missing
Eig01_AEA.bo.numeric36 unique values
0 missing
MWC06numeric39 unique values
0 missing
ATS6pnumeric46 unique values
0 missing
Eig01_AEA.ed.numeric27 unique values
0 missing
MWC07numeric40 unique values
0 missing
ATS8enumeric47 unique values
0 missing
Eig01_AEA.ri.numeric34 unique values
0 missing
MWC08numeric38 unique values
0 missing
ATS1snumeric42 unique values
0 missing
Eig01_EAnumeric31 unique values
0 missing
MWC09numeric40 unique values
0 missing
ATS2snumeric43 unique values
0 missing
Eig01_EA.bo.numeric33 unique values
0 missing
MWC10numeric40 unique values
0 missing
ATS3snumeric45 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
N.numeric9 unique values
0 missing
BIDnumeric30 unique values
0 missing
Eig01_EA.ed.numeric32 unique values
0 missing
N.068numeric2 unique values
0 missing
CIDnumeric34 unique values
0 missing
Eig01_EA.ri.numeric34 unique values
0 missing
N.074numeric2 unique values
0 missing
Eig08_AEA.ri.numeric37 unique values
0 missing
Eig02_AEA.dm.numeric44 unique values
0 missing
N.075numeric2 unique values
0 missing
Eig15_AEA.ri.numeric42 unique values
0 missing
Eig02_AEA.ed.numeric34 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
Eig15_EAnumeric36 unique values
0 missing
Eig02_AEA.ri.numeric44 unique values
0 missing
NaaCHnumeric13 unique values
0 missing
Eig15_EA.bo.numeric38 unique values
0 missing
Eig02_EAnumeric39 unique values
0 missing
NaaNnumeric2 unique values
0 missing
Eig15_EA.ed.numeric35 unique values
0 missing
Eig02_EA.bo.numeric30 unique values
0 missing
NaaOnumeric2 unique values
0 missing
Eig15_EA.ri.numeric44 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
NaaSnumeric2 unique values
0 missing
Eta_betaSnumeric29 unique values
0 missing
Eig02_EA.ed.numeric37 unique values
0 missing
NaasCnumeric6 unique values
0 missing
IDDMnumeric38 unique values
0 missing
Eig02_EA.ri.numeric39 unique values
0 missing
nABnumeric9 unique values
0 missing
IDMnumeric38 unique values
0 missing
Eig03_AEA.bo.numeric39 unique values
0 missing
nArCHOnumeric2 unique values
0 missing
nSKnumeric17 unique values
0 missing
Eig03_AEA.dm.numeric42 unique values
0 missing
nArCNnumeric2 unique values
0 missing
SM09_AEA.dm.numeric36 unique values
0 missing
Eig03_AEA.ed.numeric37 unique values
0 missing
nArCOnumeric2 unique values
0 missing
SM10_AEA.ri.numeric35 unique values
0 missing
Eig03_AEA.ri.numeric44 unique values
0 missing
nArOHnumeric3 unique values
0 missing
SMTIVnumeric47 unique values
0 missing
Eig03_EAnumeric37 unique values
0 missing
nArORnumeric3 unique values
0 missing
X2numeric39 unique values
0 missing
Eig03_EA.bo.numeric40 unique values
0 missing
nArXnumeric3 unique values
0 missing
Menumeric27 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
nBMnumeric12 unique values
0 missing
ATSC7pnumeric48 unique values
0 missing
Eig03_EA.ed.numeric37 unique values
0 missing
nBnznumeric5 unique values
0 missing
SpMin2_Bh.s.numeric36 unique values
0 missing
Eig03_EA.ri.numeric43 unique values
0 missing
nBOnumeric22 unique values
0 missing
Eig05_AEA.dm.numeric42 unique values
0 missing
Eig04_AEA.bo.numeric41 unique values
0 missing
nBRnumeric2 unique values
0 missing
P_VSA_MR_1numeric25 unique values
0 missing
Eig04_AEA.dm.numeric43 unique values
0 missing
nCnumeric16 unique values
0 missing
Eig06_AEA.bo.numeric39 unique values
0 missing
Eig04_AEA.ed.numeric38 unique values
0 missing
nCarnumeric10 unique values
0 missing
IVDEnumeric33 unique values
0 missing
Eig04_AEA.ri.numeric43 unique values
0 missing
nCb.numeric7 unique values
0 missing
GGI2numeric14 unique values
0 missing
Eig04_EAnumeric38 unique values
0 missing
nCbHnumeric13 unique values
0 missing
SpMin4_Bh.s.numeric35 unique values
0 missing
Eig04_EA.bo.numeric43 unique values
0 missing
nCconjnumeric3 unique values
0 missing
AMRnumeric43 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
nCICnumeric4 unique values
0 missing
ATS1pnumeric42 unique values
0 missing
Eig04_EA.ed.numeric40 unique values
0 missing
nCIRnumeric7 unique values
0 missing
ATS1vnumeric42 unique values
0 missing
Eig04_EA.ri.numeric42 unique values
0 missing
nCLnumeric2 unique values
0 missing
ATS2pnumeric41 unique values
0 missing
Eig05_AEA.bo.numeric43 unique values
0 missing
nCpnumeric3 unique values
0 missing
ATS2vnumeric42 unique values
0 missing
Eig05_AEA.ed.numeric37 unique values
0 missing
nCqnumeric2 unique values
0 missing
ATS7pnumeric48 unique values
0 missing
Eig05_AEA.ri.numeric43 unique values
0 missing
nCR2X2numeric2 unique values
0 missing
Chi0_AEA.bo.numeric36 unique values
0 missing
Eig05_EA.bo.numeric43 unique values
0 missing
nCrqnumeric2 unique values
0 missing
Chi0_AEA.dm.numeric36 unique values
0 missing
Eig05_EA.ed.numeric40 unique values
0 missing
nCrtnumeric4 unique values
0 missing
Chi0_AEA.ed.numeric36 unique values
0 missing
Eig05_EA.ri.numeric43 unique values
0 missing
Chi0_AEA.ri.numeric36 unique values
0 missing
Eig06_AEA.ed.numeric37 unique values
0 missing
Chi0_EAnumeric36 unique values
0 missing
Eig06_EA.bo.numeric38 unique values
0 missing
Chi0_EA.ed.numeric40 unique values
0 missing
Eig07_EA.bo.numeric30 unique values
0 missing
Chi1_EA.ed.numeric40 unique values
0 missing
Eig08_AEA.dm.numeric41 unique values
0 missing
Eig14_AEA.ri.numeric36 unique values
0 missing
Eig08_EA.ri.numeric39 unique values
0 missing
Eig14_EAnumeric32 unique values
0 missing
Eig09_AEA.bo.numeric36 unique values
0 missing
Eig14_EA.ed.numeric36 unique values
0 missing
Eig09_AEA.dm.numeric40 unique values
0 missing
Eig14_EA.ri.numeric36 unique values
0 missing
Eig09_AEA.ed.numeric40 unique values
0 missing
Eta_alphanumeric37 unique values
0 missing
Eig09_AEA.ri.numeric43 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
50
Number of instances (rows) of the dataset.
NumberOfFeatures
759
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
758
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
15.18
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.24
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
0.54
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.03
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
83.25
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
0.1
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.02
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.43
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
50
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.15
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
25677.08
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
1.7
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
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.64
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.07
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
7.07
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
1.01
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
18066.96
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
1.85
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
0.5
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
2.59
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
119.47
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.41
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0
Average class difference between consecutive instances.
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2724
0 runs - estimation_procedure: 50 times Clustering
Define a new task