Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072

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: CHEMBL2072 (TID: 18043), and it has 54 rows and 483 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.

485 features

pXC50 (target)numeric44 unique values
0 missing
molecule_id (row identifier)nominal54 unique values
0 missing
P_VSA_v_1numeric16 unique values
0 missing
BLInumeric37 unique values
0 missing
SpMin3_Bh.m.numeric28 unique values
0 missing
X1Avnumeric31 unique values
0 missing
SpMax1_Bh.p.numeric28 unique values
0 missing
X4Avnumeric25 unique values
0 missing
CIC5numeric28 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
ATSC2pnumeric37 unique values
0 missing
Eig04_EA.bo.numeric32 unique values
0 missing
ATSC4pnumeric39 unique values
0 missing
SM14_AEA.ri.numeric32 unique values
0 missing
P_VSA_MR_1numeric21 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
TPSA.NO.numeric18 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
nABnumeric6 unique values
0 missing
PCRnumeric33 unique values
0 missing
IC4numeric31 unique values
0 missing
P_VSA_LogP_6numeric12 unique values
0 missing
IC5numeric28 unique values
0 missing
X3Avnumeric26 unique values
0 missing
ATS8inumeric36 unique values
0 missing
AACnumeric31 unique values
0 missing
GATS3pnumeric37 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
SsNH2numeric25 unique values
0 missing
H.048numeric2 unique values
0 missing
GGI7numeric33 unique values
0 missing
IC0numeric31 unique values
0 missing
N.075numeric3 unique values
0 missing
X2Avnumeric30 unique values
0 missing
NaaNnumeric3 unique values
0 missing
X5Avnumeric14 unique values
0 missing
SaaNnumeric14 unique values
0 missing
Eig03_EA.bo.numeric31 unique values
0 missing
GATS5enumeric37 unique values
0 missing
Eig04_AEA.bo.numeric32 unique values
0 missing
JGI3numeric25 unique values
0 missing
Eta_FLnumeric39 unique values
0 missing
SpMax1_Bh.v.numeric32 unique values
0 missing
MATS6pnumeric37 unique values
0 missing
ATSC6mnumeric39 unique values
0 missing
PCDnumeric34 unique values
0 missing
P_VSA_e_3numeric13 unique values
0 missing
SM13_AEA.ri.numeric31 unique values
0 missing
MATS8enumeric37 unique values
0 missing
ZM1Kupnumeric37 unique values
0 missing
ATSC5vnumeric39 unique values
0 missing
ZM2MulPernumeric37 unique values
0 missing
AMRnumeric39 unique values
0 missing
ZM2Pernumeric37 unique values
0 missing
ARRnumeric24 unique values
0 missing
ZM2Vnumeric35 unique values
0 missing
ATS1enumeric32 unique values
0 missing
ICRnumeric34 unique values
0 missing
ATS1inumeric33 unique values
0 missing
P_VSA_MR_6numeric31 unique values
0 missing
ATS1mnumeric33 unique values
0 missing
MATS6vnumeric37 unique values
0 missing
ATS1pnumeric35 unique values
0 missing
ZM2Kupnumeric39 unique values
0 missing
ATS1snumeric38 unique values
0 missing
Eta_FL_Anumeric33 unique values
0 missing
ATS1vnumeric35 unique values
0 missing
N.numeric24 unique values
0 missing
ATS2enumeric34 unique values
0 missing
ATSC3enumeric36 unique values
0 missing
ATS2inumeric38 unique values
0 missing
Eta_L_Anumeric36 unique values
0 missing
ATS2mnumeric36 unique values
0 missing
GATS6vnumeric38 unique values
0 missing
ATS2pnumeric37 unique values
0 missing
MATS3enumeric39 unique values
0 missing
ATS2vnumeric36 unique values
0 missing
Menumeric29 unique values
0 missing
ATS3enumeric39 unique values
0 missing
SpMax1_Bh.e.numeric35 unique values
0 missing
ATS3inumeric37 unique values
0 missing
SpMax3_Bh.s.numeric28 unique values
0 missing
ATS3mnumeric38 unique values
0 missing
SpMin1_Bh.s.numeric27 unique values
0 missing
ATS3pnumeric39 unique values
0 missing
Yindexnumeric37 unique values
0 missing
ATS3snumeric39 unique values
0 missing
ZM1MulPernumeric37 unique values
0 missing
ATS3vnumeric38 unique values
0 missing
ZM1Pernumeric37 unique values
0 missing
ATS4enumeric39 unique values
0 missing
ZM1Vnumeric29 unique values
0 missing
ATS4inumeric36 unique values
0 missing
Eta_betaS_Anumeric28 unique values
0 missing
ATS4mnumeric38 unique values
0 missing
AMWnumeric34 unique values
0 missing
ATS4pnumeric37 unique values
0 missing
Eta_betaPnumeric15 unique values
0 missing
ATS4snumeric39 unique values
0 missing
GATS6pnumeric36 unique values
0 missing
ATS4vnumeric39 unique values
0 missing
piIDnumeric36 unique values
0 missing
ATS5enumeric39 unique values
0 missing
P_VSA_m_3numeric12 unique values
0 missing
ATS5inumeric39 unique values
0 missing
piPC06numeric37 unique values
0 missing
ATS5mnumeric39 unique values
0 missing
piPC07numeric37 unique values
0 missing
ATS5pnumeric39 unique values
0 missing
piPC08numeric37 unique values
0 missing
ATS5snumeric39 unique values
0 missing
piPC09numeric35 unique values
0 missing
ATS5vnumeric39 unique values
0 missing
piPC10numeric32 unique values
0 missing
ATS6enumeric38 unique values
0 missing
ATSC1enumeric28 unique values
0 missing
ATS6inumeric36 unique values
0 missing
C.033numeric2 unique values
0 missing
ATS6mnumeric37 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
ATS6pnumeric38 unique values
0 missing
DLS_consnumeric13 unique values
0 missing
ATS6snumeric38 unique values
0 missing
SssCH2numeric23 unique values
0 missing
ATS6vnumeric38 unique values
0 missing
X0Avnumeric33 unique values
0 missing
ATS7enumeric38 unique values
0 missing
GATS8enumeric38 unique values
0 missing
ATS7inumeric37 unique values
0 missing
Eta_alpha_Anumeric26 unique values
0 missing
ATS7mnumeric38 unique values
0 missing
MATS5inumeric36 unique values
0 missing
ATS7pnumeric38 unique values
0 missing
GMTIVnumeric37 unique values
0 missing
ATS7snumeric38 unique values
0 missing
Eig04_AEA.ri.numeric32 unique values
0 missing
ATS7vnumeric38 unique values
0 missing
Eig05_EA.bo.numeric36 unique values
0 missing
ATS8enumeric36 unique values
0 missing
nCarnumeric6 unique values
0 missing
ATS8mnumeric36 unique values
0 missing
Psi_i_tnumeric12 unique values
0 missing
ATS8pnumeric35 unique values
0 missing
SM15_AEA.ri.numeric36 unique values
0 missing
ATS8snumeric35 unique values
0 missing
ATSC4vnumeric39 unique values
0 missing
ATS8vnumeric35 unique values
0 missing
ATSC8vnumeric39 unique values
0 missing
ATSC1inumeric33 unique values
0 missing
Eta_epsi_Anumeric32 unique values
0 missing
ATSC2inumeric37 unique values
0 missing
C.026numeric5 unique values
0 missing
ATSC2snumeric39 unique values
0 missing
Eig05_AEA.bo.numeric34 unique values
0 missing
ATSC3inumeric38 unique values
0 missing
Eig05_EAnumeric31 unique values
0 missing
ATSC3pnumeric39 unique values
0 missing
SM13_AEA.bo.numeric31 unique values
0 missing
ATSC3snumeric39 unique values
0 missing
SpDiam_AEA.ed.numeric34 unique values
0 missing
ATSC4enumeric37 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
ATSC4inumeric37 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
ATSC4snumeric38 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC5enumeric36 unique values
0 missing
SaasNnumeric8 unique values
0 missing
ATSC5inumeric38 unique values
0 missing
P_VSA_LogP_5numeric27 unique values
0 missing
ATSC5pnumeric39 unique values
0 missing
DELSnumeric39 unique values
0 missing
ATSC5snumeric39 unique values
0 missing
MAXDNnumeric39 unique values
0 missing
ATSC6enumeric34 unique values
0 missing
nBMnumeric11 unique values
0 missing
ATSC6inumeric38 unique values
0 missing
nCsp2numeric10 unique values
0 missing
ATSC6pnumeric39 unique values
0 missing
nHetnumeric9 unique values
0 missing
ATSC6snumeric39 unique values
0 missing
Psi_e_Anumeric37 unique values
0 missing
ATSC6vnumeric39 unique values
0 missing
Psi_i_Anumeric37 unique values
0 missing
ATSC7enumeric39 unique values
0 missing
SpMax1_Bh.i.numeric31 unique values
0 missing
ATSC7inumeric38 unique values
0 missing
SpMax2_Bh.s.numeric32 unique values
0 missing
ATSC7mnumeric39 unique values
0 missing
Ucnumeric11 unique values
0 missing
ATSC7pnumeric39 unique values
0 missing
Uinumeric11 unique values
0 missing
ATSC7snumeric39 unique values
0 missing
H.numeric31 unique values
0 missing
ATSC8enumeric38 unique values
0 missing
RBNnumeric7 unique values
0 missing
ATSC8inumeric38 unique values
0 missing
Eig04_EAnumeric31 unique values
0 missing
ATSC8snumeric39 unique values
0 missing
SM12_AEA.bo.numeric31 unique values
0 missing
BACnumeric17 unique values
0 missing
BIC0numeric26 unique values
0 missing
BBInumeric21 unique values
0 missing
C.028numeric2 unique values
0 missing
BIC1numeric33 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
BIC2numeric35 unique values
0 missing
DECCnumeric37 unique values
0 missing
BIC3numeric32 unique values
0 missing
Eig02_EA.bo.numeric30 unique values
0 missing
BIC4numeric27 unique values
0 missing
HVcpxnumeric37 unique values
0 missing
BIC5numeric25 unique values
0 missing
N.073numeric2 unique values
0 missing
BIDnumeric27 unique values
0 missing
SM12_AEA.ri.numeric30 unique values
0 missing
C.numeric24 unique values
0 missing
Vindexnumeric36 unique values
0 missing
C.002numeric3 unique values
0 missing
C.025numeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
O.numeric20 unique values
0 missing
C.004numeric2 unique values
0 missing
S2Knumeric37 unique values
0 missing
C.005numeric3 unique values
0 missing
ATSC3vnumeric39 unique values
0 missing
C.008numeric3 unique values
0 missing
Mvnumeric30 unique values
0 missing
C.009numeric2 unique values
0 missing
SpMin2_Bh.s.numeric28 unique values
0 missing
C.011numeric3 unique values
0 missing
SIC0numeric26 unique values
0 missing
C.013numeric2 unique values
0 missing
ALOGP2numeric39 unique values
0 missing
C.014numeric2 unique values
0 missing
piPC03numeric35 unique values
0 missing
C.016numeric2 unique values
0 missing
SpMax1_Bh.s.numeric26 unique values
0 missing
C.024numeric10 unique values
0 missing
C.006numeric4 unique values
0 missing
C.029numeric2 unique values
0 missing
DLS_05numeric3 unique values
0 missing
C.030numeric2 unique values
0 missing
Eta_beta_Anumeric32 unique values
0 missing
C.032numeric3 unique values
0 missing
NssCH2numeric6 unique values
0 missing
C.037numeric2 unique values
0 missing
NsssCHnumeric4 unique values
0 missing
C.040numeric2 unique values
0 missing
SpMAD_EA.bo.numeric34 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
C.041numeric2 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
GATS5snumeric39 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
LLS_01numeric6 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
MATS7mnumeric38 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
MPC10numeric23 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
Wapnumeric33 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
Eta_F_Anumeric39 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
piPC05numeric37 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
SpMax4_Bh.s.numeric30 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig04_EA.ed.numeric33 unique values
0 missing
CATS2D_02_LLnumeric13 unique values
0 missing
Eig04_EA.ri.numeric33 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
SM13_AEA.dm.numeric33 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
SpMin1_Bh.v.numeric26 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
BLTA96numeric30 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
BLTD48numeric31 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
BLTF96numeric31 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
MLOGPnumeric35 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
MLOGP2numeric35 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
GATS2pnumeric34 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
ATS2snumeric38 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
ATSC1mnumeric35 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
ATSC1vnumeric35 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
ATSC2vnumeric38 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
ATSC4mnumeric39 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
Eig04_AEA.ed.numeric34 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
Eig05_EA.ed.numeric36 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS3inumeric35 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
nOnumeric6 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
Psi_i_snumeric36 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
P_VSA_e_5numeric8 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
SM04_EA.bo.numeric37 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
SM14_AEA.dm.numeric36 unique values
0 missing
CATS2D_05_PLnumeric6 unique values
0 missing
SpMax5_Bh.s.numeric31 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
MPC07numeric29 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
MPC08numeric30 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
MPC09numeric26 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
TPCnumeric33 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
ATSC2enumeric35 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
CATS2D_06_PLnumeric6 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
nCconjnumeric3 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
Eig10_AEA.bo.numeric32 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
Eig10_AEA.ri.numeric35 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
Eig10_EAnumeric34 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
Eig10_EA.bo.numeric33 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
Eig10_EA.ed.numeric35 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
Eig10_EA.ri.numeric35 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
SM04_AEA.dm.numeric34 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
SM05_AEA.ri.numeric35 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
CIC0numeric32 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
P_VSA_LogP_7numeric16 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
ALOGPnumeric39 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CIC3numeric34 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
SIC3numeric33 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
GGI8numeric27 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
D.Dtr05numeric17 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
ATSC5mnumeric39 unique values
0 missing
CENTnumeric35 unique values
0 missing
CIC4numeric31 unique values
0 missing
Chi0_AEA.bo.numeric35 unique values
0 missing
ATSC8pnumeric39 unique values
0 missing
Chi0_AEA.dm.numeric35 unique values
0 missing
MATS3inumeric38 unique values
0 missing
Chi0_AEA.ed.numeric35 unique values
0 missing
AECCnumeric36 unique values
0 missing
Chi0_AEA.ri.numeric35 unique values
0 missing
GATS5inumeric37 unique values
0 missing
Chi0_EAnumeric35 unique values
0 missing
GGI10numeric15 unique values
0 missing
Chi0_EA.bo.numeric37 unique values
0 missing
IDEnumeric36 unique values
0 missing
Chi0_EA.dm.numeric38 unique values
0 missing
MSDnumeric37 unique values
0 missing
Chi0_EA.ed.numeric36 unique values
0 missing
SdssCnumeric19 unique values
0 missing
Chi0_EA.ri.numeric39 unique values
0 missing
SM03_EA.bo.numeric24 unique values
0 missing
Chi1_EA.bo.numeric37 unique values
0 missing
SM05_EA.bo.numeric37 unique values
0 missing
Chi1_EA.dm.numeric38 unique values
0 missing
SM07_EA.bo.numeric36 unique values
0 missing
Chi1_EA.ed.numeric37 unique values
0 missing
SpMax6_Bh.s.numeric32 unique values
0 missing
Chi1_EA.ri.numeric39 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
CIC1numeric34 unique values
0 missing
P_VSA_i_4numeric17 unique values
0 missing
CIC2numeric34 unique values
0 missing
ATSC8mnumeric38 unique values
0 missing
CIDnumeric31 unique values
0 missing
SpMaxA_AEA.bo.numeric30 unique values
0 missing
Cl.089numeric3 unique values
0 missing
SpMaxA_EA.bo.numeric30 unique values
0 missing
CMC.50numeric2 unique values
0 missing
MPC06numeric31 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
nNnumeric6 unique values
0 missing
CSInumeric37 unique values
0 missing
GATS8snumeric39 unique values
0 missing
DBInumeric19 unique values
0 missing
MATS7enumeric36 unique values
0 missing
D.Dtr06numeric37 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
nCONNnumeric2 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
nHAccnumeric8 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
Chi1_AEA.bo.numeric37 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
Chi1_AEA.dm.numeric37 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
Chi1_AEA.ed.numeric37 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Chi1_AEA.ri.numeric37 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Chi1_EAnumeric37 unique values
0 missing
DLS_01numeric3 unique values
0 missing
Eig08_EA.ed.numeric29 unique values
0 missing
DLS_02numeric3 unique values
0 missing
Eig09_AEA.ri.numeric30 unique values
0 missing
DLS_03numeric3 unique values
0 missing
Eig09_EAnumeric28 unique values
0 missing
DLS_04numeric6 unique values
0 missing
Eig09_EA.bo.numeric32 unique values
0 missing
DLS_06numeric3 unique values
0 missing
Eig09_EA.ed.numeric26 unique values
0 missing
DLS_07numeric2 unique values
0 missing
Eig09_EA.ri.numeric31 unique values
0 missing
Dznumeric33 unique values
0 missing
Eig10_AEA.dm.numeric31 unique values
0 missing
ECCnumeric35 unique values
0 missing
Eig15_AEA.bo.numeric21 unique values
0 missing
Eig01_AEA.bo.numeric31 unique values
0 missing
SM03_AEA.dm.numeric28 unique values
0 missing
Eig01_AEA.dm.numeric36 unique values
0 missing
SM03_AEA.ri.numeric29 unique values
0 missing
Eig01_AEA.ed.numeric29 unique values
0 missing
SM04_AEA.ri.numeric26 unique values
0 missing
Eig01_AEA.ri.numeric34 unique values
0 missing
SNarnumeric28 unique values
0 missing
Eig01_EAnumeric35 unique values
0 missing
SpAD_EA.bo.numeric37 unique values
0 missing
Xtnumeric28 unique values
0 missing
ATSC1pnumeric33 unique values
0 missing
SIC4numeric29 unique values
0 missing
SIC5numeric27 unique values
0 missing
ATSC1snumeric39 unique values
0 missing
S3Knumeric39 unique values
0 missing
ATSC7vnumeric39 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig11_EAnumeric35 unique values
0 missing
Eig11_EA.ed.numeric34 unique values
0 missing
GMTInumeric37 unique values
0 missing
H.046numeric5 unique values
0 missing
SM05_AEA.dm.numeric35 unique values
0 missing
SM06_AEA.ri.numeric34 unique values
0 missing
MATS5enumeric38 unique values
0 missing
GGI1numeric11 unique values
0 missing
P_VSA_p_3numeric36 unique values
0 missing
P_VSA_v_3numeric36 unique values
0 missing
PHInumeric37 unique values
0 missing
JGI7numeric18 unique values
0 missing
SpMaxA_AEA.ri.numeric33 unique values
0 missing
ATSC2mnumeric38 unique values
0 missing
ATSC3mnumeric39 unique values
0 missing
nHnumeric17 unique values
0 missing
P_VSA_e_1numeric16 unique values
0 missing
P_VSA_m_1numeric16 unique values
0 missing
P_VSA_s_2numeric16 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
54
Number of instances (rows) of the dataset.
NumberOfFeatures
485
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
484
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
8.98
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.89
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
1.33
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.38
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
55.21
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
0.71
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.07
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.52
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
54
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.13
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
9975.89
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
6.99
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
99.79
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.23
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.35
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.21
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
7.35
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
2.11
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
12234.24
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.05
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.98
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
0.31
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
7.75
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanMeansOfNumericAtts
51.37
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.05
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.16
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2072
0 runs - estimation_procedure: 50 times Clustering
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