Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022

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: CHEMBL4022 (TID: 17067), and it has 13 rows and 646 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.

648 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal13 unique values
0 missing
ATS7inumeric13 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
ATS2snumeric13 unique values
0 missing
ATS7mnumeric13 unique values
0 missing
Eig13_EA.ed.numeric11 unique values
0 missing
ATS3snumeric13 unique values
0 missing
ATS7pnumeric13 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
ATS4enumeric13 unique values
0 missing
ATS7vnumeric13 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
ATS4snumeric13 unique values
0 missing
ATS8enumeric13 unique values
0 missing
Eig14_AEA.dm.numeric13 unique values
0 missing
ATS5mnumeric13 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Eig14_AEA.ed.numeric11 unique values
0 missing
ATS5snumeric13 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
ATS6enumeric13 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
ATS6snumeric13 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
Eig14_EA.bo.numeric11 unique values
0 missing
ATS7enumeric13 unique values
0 missing
ATSC1pnumeric13 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
ATS7snumeric13 unique values
0 missing
ATSC1vnumeric13 unique values
0 missing
Eig14_EA.ed.numeric11 unique values
0 missing
ATS8snumeric13 unique values
0 missing
ATSC2inumeric13 unique values
0 missing
Eig14_EA.ri.numeric13 unique values
0 missing
ATSC1enumeric12 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATSC2snumeric13 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
ATSC4enumeric13 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
Eig15_AEA.ed.numeric11 unique values
0 missing
ATSC4mnumeric13 unique values
0 missing
ATSC3inumeric13 unique values
0 missing
Eig15_AEA.ri.numeric13 unique values
0 missing
ATSC4pnumeric13 unique values
0 missing
ATSC3mnumeric13 unique values
0 missing
Eig15_EAnumeric11 unique values
0 missing
ATSC5pnumeric13 unique values
0 missing
ATSC3vnumeric13 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
ATSC5snumeric13 unique values
0 missing
ATSC4inumeric13 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
ATSC4snumeric13 unique values
0 missing
Eig15_EA.ed.numeric11 unique values
0 missing
ATSC6pnumeric13 unique values
0 missing
ATSC5inumeric13 unique values
0 missing
Eig15_EA.ri.numeric13 unique values
0 missing
ATSC6snumeric13 unique values
0 missing
ATSC5mnumeric13 unique values
0 missing
Eta_alphanumeric13 unique values
0 missing
ATSC7pnumeric13 unique values
0 missing
ATSC5vnumeric13 unique values
0 missing
Eta_alpha_Anumeric12 unique values
0 missing
ATSC8enumeric13 unique values
0 missing
ATSC6inumeric13 unique values
0 missing
Eta_betanumeric11 unique values
0 missing
ATSC8pnumeric13 unique values
0 missing
ATSC6mnumeric13 unique values
0 missing
Eta_beta_Anumeric11 unique values
0 missing
ATSC8snumeric13 unique values
0 missing
ATSC6vnumeric13 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
BACnumeric11 unique values
0 missing
ATSC7enumeric13 unique values
0 missing
Eta_betaP_Anumeric10 unique values
0 missing
BLTA96numeric11 unique values
0 missing
ATSC7inumeric13 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
BLTD48numeric11 unique values
0 missing
ATSC7mnumeric13 unique values
0 missing
Eta_C_Anumeric12 unique values
0 missing
BLTF96numeric11 unique values
0 missing
ATSC7snumeric13 unique values
0 missing
Eta_epsinumeric13 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
ATSC8inumeric13 unique values
0 missing
Eta_Fnumeric13 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
ATSC8mnumeric13 unique values
0 missing
Eta_F_Anumeric13 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
ATSC8vnumeric13 unique values
0 missing
Eta_FLnumeric13 unique values
0 missing
CATS2D_08_DNnumeric4 unique values
0 missing
BBInumeric9 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
BIC0numeric12 unique values
0 missing
Eta_L_Anumeric11 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
BIC1numeric13 unique values
0 missing
Eta_sh_xnumeric5 unique values
0 missing
DELSnumeric13 unique values
0 missing
BIC2numeric12 unique values
0 missing
Eta_sh_ynumeric13 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
BIDnumeric11 unique values
0 missing
GATS1mnumeric13 unique values
0 missing
Eig04_AEA.dm.numeric13 unique values
0 missing
BLInumeric13 unique values
0 missing
GATS1pnumeric13 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
Br.091numeric2 unique values
0 missing
GATS1vnumeric12 unique values
0 missing
Eig06_AEA.ri.numeric13 unique values
0 missing
C.numeric10 unique values
0 missing
GATS2enumeric13 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS2inumeric12 unique values
0 missing
Eig07_AEA.bo.numeric11 unique values
0 missing
C.002numeric4 unique values
0 missing
GATS2pnumeric12 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS2snumeric13 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS2vnumeric13 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
C.008numeric3 unique values
0 missing
GATS3enumeric13 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
C.009numeric2 unique values
0 missing
GATS3inumeric13 unique values
0 missing
Eig07_EA.ed.numeric11 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS3mnumeric13 unique values
0 missing
Eig07_EA.ri.numeric13 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS3pnumeric13 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
C.018numeric2 unique values
0 missing
GATS3vnumeric13 unique values
0 missing
Eig08_AEA.ri.numeric13 unique values
0 missing
C.019numeric2 unique values
0 missing
GATS4mnumeric13 unique values
0 missing
Eig08_EAnumeric11 unique values
0 missing
C.024numeric2 unique values
0 missing
GATS4pnumeric13 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS4snumeric13 unique values
0 missing
Eig08_EA.ri.numeric13 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS4vnumeric13 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS5enumeric13 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
C.030numeric2 unique values
0 missing
GATS5inumeric13 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS5mnumeric13 unique values
0 missing
Eig10_AEA.dm.numeric11 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS5snumeric12 unique values
0 missing
Eig11_AEA.dm.numeric13 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS5vnumeric13 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS6inumeric13 unique values
0 missing
Eta_Cnumeric13 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS6mnumeric12 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS6pnumeric13 unique values
0 missing
Eta_Lnumeric13 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS6vnumeric13 unique values
0 missing
GATS6enumeric13 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS7enumeric13 unique values
0 missing
GATS6snumeric13 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
GATS7inumeric13 unique values
0 missing
GGI1numeric6 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
GATS7mnumeric13 unique values
0 missing
GGI10numeric8 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
GATS7pnumeric13 unique values
0 missing
GGI4numeric10 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GATS7snumeric13 unique values
0 missing
GGI5numeric9 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS7vnumeric13 unique values
0 missing
MATS3snumeric12 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS8enumeric12 unique values
0 missing
Menumeric11 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS8inumeric13 unique values
0 missing
MLOGPnumeric11 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS8mnumeric13 unique values
0 missing
nDBnumeric3 unique values
0 missing
CATS2D_02_NNnumeric2 unique values
0 missing
GATS8pnumeric13 unique values
0 missing
NdOnumeric3 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS8snumeric13 unique values
0 missing
nOnumeric6 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS8vnumeric13 unique values
0 missing
O.numeric13 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GGI2numeric6 unique values
0 missing
O.058numeric3 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GGI3numeric8 unique values
0 missing
ON0numeric9 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
GGI6numeric9 unique values
0 missing
PHInumeric11 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GGI7numeric11 unique values
0 missing
Psi_e_0numeric13 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GGI8numeric10 unique values
0 missing
Psi_i_snumeric12 unique values
0 missing
CATS2D_03_DNnumeric3 unique values
0 missing
GGI9numeric9 unique values
0 missing
P_VSA_e_5numeric7 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
GMTInumeric11 unique values
0 missing
P_VSA_i_3numeric11 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GMTIVnumeric12 unique values
0 missing
P_VSA_m_3numeric7 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GNarnumeric10 unique values
0 missing
S1Knumeric11 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
H.numeric12 unique values
0 missing
S2Knumeric11 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
H.046numeric4 unique values
0 missing
SAtotnumeric13 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
H.047numeric5 unique values
0 missing
SdOnumeric13 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
H.048numeric3 unique values
0 missing
SdsssPnumeric4 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
H.049numeric2 unique values
0 missing
Senumeric13 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
H.050numeric6 unique values
0 missing
SM02_AEA.dm.numeric11 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
H.052numeric4 unique values
0 missing
SM02_AEA.ri.numeric11 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
H.054numeric2 unique values
0 missing
SM03_AEA.ri.numeric11 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
HDcpxnumeric11 unique values
0 missing
SM03_EA.ri.numeric9 unique values
0 missing
CATS2D_04_NNnumeric2 unique values
0 missing
HNarnumeric10 unique values
0 missing
SM04_AEA.ri.numeric11 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
Hynumeric12 unique values
0 missing
SM05_EA.ri.numeric11 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SM14_AEA.bo.numeric11 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SM15_AEA.bo.numeric11 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
SPInumeric11 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
IACnumeric13 unique values
0 missing
SpMax3_Bh.s.numeric6 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
IC0numeric13 unique values
0 missing
SpMax4_Bh.s.numeric8 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
IC1numeric13 unique values
0 missing
SpMax5_Bh.s.numeric13 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
IC2numeric12 unique values
0 missing
SpMax6_Bh.s.numeric12 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
IC3numeric12 unique values
0 missing
SpMax7_Bh.e.numeric13 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
IC4numeric12 unique values
0 missing
SpMax7_Bh.i.numeric13 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
IC5numeric12 unique values
0 missing
SpMax7_Bh.m.numeric13 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
IDDEnumeric11 unique values
0 missing
SpMax7_Bh.p.numeric13 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
IDDMnumeric11 unique values
0 missing
SpMax7_Bh.s.numeric13 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
IDETnumeric11 unique values
0 missing
SpMax7_Bh.v.numeric13 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
IDMnumeric11 unique values
0 missing
SpMax8_Bh.s.numeric12 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
IDMTnumeric11 unique values
0 missing
SpMaxA_EA.bo.numeric10 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SpMin6_Bh.s.numeric11 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
ISIZnumeric10 unique values
0 missing
SpMin7_Bh.i.numeric13 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
IVDEnumeric10 unique values
0 missing
SsssCHnumeric13 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
IVDMnumeric10 unique values
0 missing
TIEnumeric13 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
JGI3numeric9 unique values
0 missing
Uindexnumeric11 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
JGI5numeric8 unique values
0 missing
VvdwZAZnumeric13 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
JGI7numeric8 unique values
0 missing
ZM1Kupnumeric13 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
JGI8numeric8 unique values
0 missing
ZM1MulPernumeric12 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
JGI9numeric7 unique values
0 missing
ATSC3snumeric13 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
LLS_01numeric4 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
LLS_02numeric3 unique values
0 missing
DECCnumeric11 unique values
0 missing
CATS2D_08_ANnumeric4 unique values
0 missing
LOCnumeric11 unique values
0 missing
HVcpxnumeric11 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
LPRSnumeric11 unique values
0 missing
ICRnumeric11 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
MATS1vnumeric13 unique values
0 missing
IDEnumeric11 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
MATS2enumeric11 unique values
0 missing
JGI2numeric10 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
MATS2inumeric12 unique values
0 missing
JGI4numeric8 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
MATS2mnumeric13 unique values
0 missing
piIDnumeric11 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
MATS2pnumeric13 unique values
0 missing
piPC05numeric10 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
MATS2snumeric13 unique values
0 missing
piPC06numeric11 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
MATS2vnumeric13 unique values
0 missing
piPC07numeric10 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
MATS3pnumeric13 unique values
0 missing
piPC08numeric11 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
MATS3vnumeric13 unique values
0 missing
piPC09numeric11 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
MATS4enumeric13 unique values
0 missing
piPC10numeric11 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
MATS4inumeric13 unique values
0 missing
Psi_e_Anumeric13 unique values
0 missing
CENTnumeric11 unique values
0 missing
MATS4mnumeric12 unique values
0 missing
Psi_i_Anumeric13 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
SpMaxA_AEA.ed.numeric11 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
SpMaxA_EA.ed.numeric11 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
Vindexnumeric11 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
Xindexnumeric11 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
Yindexnumeric11 unique values
0 missing
Chi0_EA.bo.numeric11 unique values
0 missing
ATSC1snumeric13 unique values
0 missing
Chi0_EA.dm.numeric12 unique values
0 missing
ATSC2enumeric12 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
ATSC3enumeric12 unique values
0 missing
Chi0_EA.ri.numeric13 unique values
0 missing
ATSC5enumeric13 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
MAXDNnumeric13 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
GATS1enumeric13 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
MATS1inumeric12 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
MATS1pnumeric13 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
SdssCnumeric13 unique values
0 missing
Chi1_EA.bo.numeric11 unique values
0 missing
CIC4numeric12 unique values
0 missing
Chi1_EA.dm.numeric12 unique values
0 missing
CIC5numeric12 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
MATS1enumeric12 unique values
0 missing
Chi1_EA.ri.numeric13 unique values
0 missing
SIC4numeric11 unique values
0 missing
CIC1numeric13 unique values
0 missing
SIC5numeric11 unique values
0 missing
CIC2numeric12 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
CIDnumeric10 unique values
0 missing
BIC4numeric12 unique values
0 missing
CMC.80numeric2 unique values
0 missing
BIC5numeric12 unique values
0 missing
cRo5numeric2 unique values
0 missing
SssCH2numeric13 unique values
0 missing
CSInumeric11 unique values
0 missing
JGI10numeric5 unique values
0 missing
DBInumeric9 unique values
0 missing
JGI6numeric9 unique values
0 missing
D.Dtr05numeric11 unique values
0 missing
SpMin2_Bh.e.numeric12 unique values
0 missing
D.Dtr06numeric11 unique values
0 missing
SpMin3_Bh.s.numeric13 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
DLS_01numeric3 unique values
0 missing
GATS1snumeric13 unique values
0 missing
DLS_02numeric3 unique values
0 missing
MATS1snumeric13 unique values
0 missing
DLS_03numeric4 unique values
0 missing
SdsCHnumeric12 unique values
0 missing
DLS_04numeric3 unique values
0 missing
SpMax2_Bh.p.numeric12 unique values
0 missing
DLS_05numeric2 unique values
0 missing
SpMax3_Bh.p.numeric13 unique values
0 missing
DLS_06numeric4 unique values
0 missing
SpMaxA_AEA.ri.numeric10 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
CATS2D_02_LLnumeric5 unique values
0 missing
Dznumeric13 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
ECCnumeric11 unique values
0 missing
Eta_sh_pnumeric12 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
MLOGP2numeric11 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
P_VSA_LogP_7numeric10 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
SssNHnumeric12 unique values
0 missing
Eig01_EAnumeric9 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
Eig01_EA.bo.numeric6 unique values
0 missing
CATS2D_09_LLnumeric4 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
CIC3numeric12 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
GATS2mnumeric13 unique values
0 missing
Eig02_AEA.dm.numeric10 unique values
0 missing
GATS4enumeric13 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
JGI1numeric10 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
JGTnumeric11 unique values
0 missing
Eig02_EAnumeric10 unique values
0 missing
MATS3enumeric13 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
P_VSA_p_2numeric10 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
P_VSA_v_2numeric10 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
PW2numeric10 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
SAaccnumeric10 unique values
0 missing
Eig03_AEA.bo.numeric10 unique values
0 missing
SAdonnumeric8 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
SIC3numeric12 unique values
0 missing
Eig03_AEA.ri.numeric11 unique values
0 missing
SM15_AEA.dm.numeric11 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
SpMAD_AEA.ed.numeric11 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
SpMAD_EA.ed.numeric11 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
SpMin1_Bh.s.numeric12 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
SsssNnumeric13 unique values
0 missing
Eig03_EA.ri.numeric13 unique values
0 missing
TPSA.NO.numeric10 unique values
0 missing
Eig04_AEA.bo.numeric11 unique values
0 missing
CIC0numeric13 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
GATS1inumeric13 unique values
0 missing
Eig04_AEA.ri.numeric13 unique values
0 missing
ATSC4vnumeric13 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
MATS3mnumeric13 unique values
0 missing
Eig04_EA.bo.numeric11 unique values
0 missing
ATSC1inumeric13 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
ATSC7vnumeric13 unique values
0 missing
Eig04_EA.ed.numeric11 unique values
0 missing
BIC3numeric10 unique values
0 missing
Eig04_EA.ri.numeric13 unique values
0 missing
GATS5pnumeric12 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
MATS4vnumeric13 unique values
0 missing
Eig05_AEA.ed.numeric11 unique values
0 missing
SpMax3_Bh.v.numeric12 unique values
0 missing
Eig05_AEA.ri.numeric13 unique values
0 missing
SpMin2_Bh.i.numeric13 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
ATSC3pnumeric13 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
MATS1mnumeric13 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
SpMAD_AEA.bo.numeric10 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
SpMAD_AEA.ri.numeric12 unique values
0 missing
Eig05_EA.ri.numeric13 unique values
0 missing
SpMAD_EAnumeric10 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
ATSC1mnumeric13 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
S3Knumeric12 unique values
0 missing
Eig06_EA.bo.numeric11 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
GATS3snumeric13 unique values
0 missing
Eig06_EA.ri.numeric13 unique values
0 missing
GATS4inumeric13 unique values
0 missing
Eig07_EA.bo.numeric11 unique values
0 missing
MATS3inumeric13 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
AACnumeric13 unique values
0 missing
Eig08_AEA.ed.numeric11 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig08_EA.bo.numeric11 unique values
0 missing
ALOGP2numeric13 unique values
0 missing
Eig09_AEA.bo.numeric11 unique values
0 missing
AMRnumeric13 unique values
0 missing
Eig09_AEA.ri.numeric12 unique values
0 missing
AMWnumeric13 unique values
0 missing
Eig09_EAnumeric11 unique values
0 missing
ARRnumeric4 unique values
0 missing
Eig09_EA.bo.numeric11 unique values
0 missing
ATS1enumeric13 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig10_AEA.bo.numeric9 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
ATS1pnumeric13 unique values
0 missing
Eig10_AEA.ri.numeric12 unique values
0 missing
ATS1snumeric13 unique values
0 missing
Eig10_EAnumeric11 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
Eig10_EA.bo.numeric11 unique values
0 missing
ATS2enumeric12 unique values
0 missing
Eig10_EA.ed.numeric11 unique values
0 missing
ATS2inumeric13 unique values
0 missing
Eig10_EA.ri.numeric13 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
ATS2vnumeric13 unique values
0 missing
Eig11_AEA.ri.numeric13 unique values
0 missing
ATS3enumeric13 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
ATS3inumeric12 unique values
0 missing
Eig11_EA.bo.numeric11 unique values
0 missing
ATS3mnumeric12 unique values
0 missing
Eig11_EA.ed.numeric11 unique values
0 missing
ATS3pnumeric13 unique values
0 missing
Eig11_EA.ri.numeric13 unique values
0 missing
ATS3vnumeric13 unique values
0 missing
Eig12_AEA.bo.numeric10 unique values
0 missing
ATS4inumeric13 unique values
0 missing
Eig12_AEA.dm.numeric11 unique values
0 missing
ATS4mnumeric13 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
ATS4pnumeric13 unique values
0 missing
Eig12_AEA.ri.numeric13 unique values
0 missing
ATS4vnumeric12 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
ATS5enumeric13 unique values
0 missing
Eig12_EA.bo.numeric11 unique values
0 missing
ATS5inumeric13 unique values
0 missing
Eig12_EA.ed.numeric11 unique values
0 missing
ATS5pnumeric13 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
ATS5vnumeric13 unique values
0 missing
Eig13_AEA.bo.numeric10 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eig13_AEA.dm.numeric13 unique values
0 missing
ATS6mnumeric13 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
ATS6pnumeric13 unique values
0 missing
Eig13_AEA.ri.numeric13 unique values
0 missing
ATS6vnumeric12 unique values
0 missing
Eig13_EAnumeric11 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
13
Number of instances (rows) of the dataset.
NumberOfFeatures
648
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
647
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.53
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
13
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.88
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
3.22
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
30860.77
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfNumericFeatures
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.49
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.61
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.72
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
3.61
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
0.09
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.42
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
47037.54
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.51
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.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
2.04
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1SkewnessOfNumericAtts
0.64
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
99.91
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.25
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.34
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Quartile2KurtosisOfNumericAtts
1.12
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
49.85
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.52
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
1.11
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
138.64
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
1.32
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022
0 runs - estimation_procedure: 50 times Clustering
Define a new task