Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129

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: CHEMBL6129 (TID: 101454), and it has 27 rows and 536 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.

538 features

pXC50 (target)numeric18 unique values
0 missing
molecule_id (row identifier)nominal27 unique values
0 missing
SpMax1_Bh.v.numeric17 unique values
0 missing
Chi1_EA.ed.numeric22 unique values
0 missing
ATSC2snumeric26 unique values
0 missing
SpMax7_Bh.m.numeric18 unique values
0 missing
Chi1_EA.ri.numeric26 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
SpMax7_Bh.p.numeric10 unique values
0 missing
CIC3numeric25 unique values
0 missing
CATS2D_08_LLnumeric13 unique values
0 missing
SpMax7_Bh.v.numeric10 unique values
0 missing
CIC4numeric24 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
SpMax8_Bh.e.numeric15 unique values
0 missing
CIC5numeric24 unique values
0 missing
MATS6snumeric24 unique values
0 missing
SpMax8_Bh.m.numeric9 unique values
0 missing
CIDnumeric20 unique values
0 missing
MATS8enumeric25 unique values
0 missing
SpMax8_Bh.p.numeric13 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Minumeric16 unique values
0 missing
SpMax8_Bh.v.numeric14 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SM03_EA.dm.numeric5 unique values
0 missing
SpMax_AEA.ed.numeric10 unique values
0 missing
cRo5numeric2 unique values
0 missing
SM04_EA.dm.numeric13 unique values
0 missing
SpMax_EA.ed.numeric10 unique values
0 missing
CSInumeric22 unique values
0 missing
SM05_EA.dm.numeric5 unique values
0 missing
SpMin1_Bh.e.numeric11 unique values
0 missing
DBInumeric14 unique values
0 missing
SM06_EA.dm.numeric13 unique values
0 missing
SpMin1_Bh.i.numeric11 unique values
0 missing
D.Dtr05numeric18 unique values
0 missing
SM07_EA.dm.numeric5 unique values
0 missing
SpMin1_Bh.m.numeric10 unique values
0 missing
D.Dtr06numeric22 unique values
0 missing
SM08_EA.dm.numeric13 unique values
0 missing
SpMin1_Bh.p.numeric11 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
SM09_EA.dm.numeric5 unique values
0 missing
SpMin1_Bh.s.numeric8 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
SM10_EA.dm.numeric12 unique values
0 missing
SpMin1_Bh.v.numeric10 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
SM11_EA.dm.numeric5 unique values
0 missing
SpMin3_Bh.e.numeric14 unique values
0 missing
DECCnumeric21 unique values
0 missing
SM12_EA.dm.numeric11 unique values
0 missing
SpMin3_Bh.i.numeric14 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SM13_EA.dm.numeric4 unique values
0 missing
SpMin3_Bh.m.numeric15 unique values
0 missing
DLS_01numeric3 unique values
0 missing
SM14_EA.dm.numeric11 unique values
0 missing
SpMin3_Bh.p.numeric16 unique values
0 missing
DLS_02numeric4 unique values
0 missing
SM15_EA.dm.numeric4 unique values
0 missing
SpMin3_Bh.v.numeric15 unique values
0 missing
DLS_03numeric3 unique values
0 missing
SpDiam_EA.dm.numeric7 unique values
0 missing
SpMin5_Bh.s.numeric10 unique values
0 missing
DLS_04numeric4 unique values
0 missing
SpMaxA_EA.dm.numeric16 unique values
0 missing
SpMin6_Bh.s.numeric14 unique values
0 missing
DLS_05numeric3 unique values
0 missing
SpMax_EA.dm.numeric7 unique values
0 missing
SpMin7_Bh.e.numeric13 unique values
0 missing
DLS_06numeric3 unique values
0 missing
C.numeric23 unique values
0 missing
SpMin7_Bh.s.numeric15 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
SpAD_EA.dm.numeric13 unique values
0 missing
SpMin8_Bh.e.numeric16 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
SpMin8_Bh.i.numeric17 unique values
0 missing
GATS3mnumeric21 unique values
0 missing
SsssCHnumeric19 unique values
0 missing
MATS3mnumeric25 unique values
0 missing
SssssCnumeric18 unique values
0 missing
piPC09numeric23 unique values
0 missing
TPCnumeric20 unique values
0 missing
piPC10numeric22 unique values
0 missing
TRSnumeric11 unique values
0 missing
SdssCnumeric25 unique values
0 missing
X1Kupnumeric26 unique values
0 missing
SssOnumeric22 unique values
0 missing
X1MulPernumeric25 unique values
0 missing
ATSC3snumeric26 unique values
0 missing
X1Pernumeric24 unique values
0 missing
ATSC5snumeric26 unique values
0 missing
X1vnumeric26 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
X4numeric22 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
X4Avnumeric16 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
X4solnumeric23 unique values
0 missing
D.Dtr09numeric16 unique values
0 missing
X4vnumeric26 unique values
0 missing
DELSnumeric26 unique values
0 missing
X5numeric22 unique values
0 missing
Eig01_EA.bo.numeric10 unique values
0 missing
X5Avnumeric12 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
X5solnumeric23 unique values
0 missing
MATS4enumeric25 unique values
0 missing
X5vnumeric25 unique values
0 missing
MATS6enumeric23 unique values
0 missing
GATS4pnumeric25 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
MATS3pnumeric24 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
SpMax8_Bh.i.numeric17 unique values
0 missing
nHAccnumeric6 unique values
0 missing
SpMin8_Bh.p.numeric16 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
SpMin8_Bh.v.numeric16 unique values
0 missing
nR09numeric2 unique values
0 missing
SpMax7_Bh.e.numeric9 unique values
0 missing
PCDnumeric21 unique values
0 missing
SpMax7_Bh.i.numeric11 unique values
0 missing
piPC04numeric22 unique values
0 missing
SpMax6_Bh.v.numeric23 unique values
0 missing
P_VSA_LogP_4numeric11 unique values
0 missing
AECCnumeric21 unique values
0 missing
P_VSA_s_6numeric12 unique values
0 missing
AMRnumeric26 unique values
0 missing
P_VSA_v_2numeric14 unique values
0 missing
AMWnumeric25 unique values
0 missing
SaaaCnumeric18 unique values
0 missing
ARRnumeric21 unique values
0 missing
SAaccnumeric14 unique values
0 missing
ATS1enumeric25 unique values
0 missing
SaaCHnumeric26 unique values
0 missing
ATS1inumeric24 unique values
0 missing
SaaNHnumeric19 unique values
0 missing
ATS1mnumeric25 unique values
0 missing
SM02_EA.dm.numeric13 unique values
0 missing
ATS1snumeric25 unique values
0 missing
SM06_EA.bo.numeric22 unique values
0 missing
ATS2enumeric25 unique values
0 missing
SM08_EA.bo.numeric21 unique values
0 missing
ATS2inumeric25 unique values
0 missing
SM09_EA.bo.numeric23 unique values
0 missing
ATS2mnumeric26 unique values
0 missing
SM10_EA.bo.numeric20 unique values
0 missing
ATS2snumeric26 unique values
0 missing
SM11_AEA.ri.numeric10 unique values
0 missing
ATS3enumeric25 unique values
0 missing
SM11_EA.bo.numeric21 unique values
0 missing
ATS3mnumeric25 unique values
0 missing
SM12_EA.bo.numeric21 unique values
0 missing
ATS3pnumeric26 unique values
0 missing
SM13_EA.bo.numeric21 unique values
0 missing
ATS3snumeric25 unique values
0 missing
SM14_EA.bo.numeric22 unique values
0 missing
ATS3vnumeric26 unique values
0 missing
SM15_EA.bo.numeric21 unique values
0 missing
ATS4enumeric26 unique values
0 missing
SpDiam_EA.bo.numeric10 unique values
0 missing
ATS4inumeric25 unique values
0 missing
SpMAD_EA.dm.numeric21 unique values
0 missing
ATS4mnumeric26 unique values
0 missing
SpMax1_Bh.e.numeric16 unique values
0 missing
ATS4pnumeric26 unique values
0 missing
SpMax1_Bh.i.numeric17 unique values
0 missing
ATS4snumeric26 unique values
0 missing
SpMax1_Bh.m.numeric18 unique values
0 missing
ATS4vnumeric26 unique values
0 missing
SpMax3_Bh.e.numeric20 unique values
0 missing
ATS5enumeric26 unique values
0 missing
SpMax3_Bh.p.numeric16 unique values
0 missing
ATS5inumeric26 unique values
0 missing
SpMax3_Bh.s.numeric13 unique values
0 missing
ATS5mnumeric25 unique values
0 missing
SpMax3_Bh.v.numeric17 unique values
0 missing
ATS5pnumeric24 unique values
0 missing
SpMax5_Bh.s.numeric19 unique values
0 missing
ATS5snumeric25 unique values
0 missing
SpMax6_Bh.s.numeric21 unique values
0 missing
ATS5vnumeric26 unique values
0 missing
SpMax7_Bh.s.numeric22 unique values
0 missing
ATS6enumeric26 unique values
0 missing
SpMax_EA.bo.numeric10 unique values
0 missing
ATS6inumeric25 unique values
0 missing
GATS2enumeric24 unique values
0 missing
ATS6mnumeric26 unique values
0 missing
GATS2mnumeric25 unique values
0 missing
ATS6pnumeric25 unique values
0 missing
GNarnumeric19 unique values
0 missing
ATS6snumeric25 unique values
0 missing
HNarnumeric20 unique values
0 missing
ATS6vnumeric25 unique values
0 missing
JGI2numeric17 unique values
0 missing
ATS7enumeric26 unique values
0 missing
PDInumeric23 unique values
0 missing
ATS7inumeric25 unique values
0 missing
X0Anumeric17 unique values
0 missing
ATS7mnumeric24 unique values
0 missing
ATSC6snumeric26 unique values
0 missing
ATS7pnumeric25 unique values
0 missing
JGI6numeric9 unique values
0 missing
ATS7snumeric24 unique values
0 missing
N.075numeric3 unique values
0 missing
ATS7vnumeric26 unique values
0 missing
NaaNnumeric3 unique values
0 missing
ATS8enumeric26 unique values
0 missing
P_VSA_MR_7numeric4 unique values
0 missing
ATS8inumeric25 unique values
0 missing
SaaNnumeric26 unique values
0 missing
ATS8mnumeric26 unique values
0 missing
TIEnumeric26 unique values
0 missing
ATS8pnumeric24 unique values
0 missing
AACnumeric25 unique values
0 missing
ATS8snumeric25 unique values
0 missing
ALOGPnumeric26 unique values
0 missing
ATS8vnumeric26 unique values
0 missing
ALOGP2numeric26 unique values
0 missing
ATSC1enumeric19 unique values
0 missing
BIC0numeric23 unique values
0 missing
ATSC1inumeric25 unique values
0 missing
BIC1numeric24 unique values
0 missing
ATSC1mnumeric25 unique values
0 missing
Eig09_AEA.ri.numeric17 unique values
0 missing
ATSC1pnumeric25 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
ATSC1vnumeric25 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ATSC2enumeric25 unique values
0 missing
IC0numeric25 unique values
0 missing
ATSC2inumeric26 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC2mnumeric26 unique values
0 missing
SM07_EA.bo.numeric23 unique values
0 missing
ATSC2vnumeric26 unique values
0 missing
SpMax4_Bh.s.numeric20 unique values
0 missing
ATSC3enumeric26 unique values
0 missing
SpMax6_Bh.i.numeric17 unique values
0 missing
ATSC3inumeric26 unique values
0 missing
SpMax6_Bh.p.numeric21 unique values
0 missing
ATSC3mnumeric26 unique values
0 missing
SpMin4_Bh.p.numeric23 unique values
0 missing
ATSC4enumeric24 unique values
0 missing
SpMin4_Bh.s.numeric21 unique values
0 missing
ATSC4inumeric26 unique values
0 missing
SpMin6_Bh.e.numeric16 unique values
0 missing
ATSC4mnumeric26 unique values
0 missing
SpMin6_Bh.i.numeric16 unique values
0 missing
ATSC4pnumeric26 unique values
0 missing
SpMin6_Bh.m.numeric12 unique values
0 missing
ATSC4snumeric26 unique values
0 missing
SpMin6_Bh.v.numeric14 unique values
0 missing
ATSC4vnumeric26 unique values
0 missing
GATS4snumeric26 unique values
0 missing
ATSC5inumeric26 unique values
0 missing
GATS5pnumeric24 unique values
0 missing
ATSC5mnumeric26 unique values
0 missing
MAXDNnumeric26 unique values
0 missing
ATSC5pnumeric26 unique values
0 missing
SpMax1_Bh.s.numeric9 unique values
0 missing
ATSC5vnumeric26 unique values
0 missing
MATS4pnumeric24 unique values
0 missing
ATSC6enumeric24 unique values
0 missing
MATS5pnumeric25 unique values
0 missing
ATSC6inumeric26 unique values
0 missing
ATSC1snumeric26 unique values
0 missing
ATSC6mnumeric25 unique values
0 missing
JGI8numeric7 unique values
0 missing
ATSC6pnumeric26 unique values
0 missing
LOCnumeric20 unique values
0 missing
ATSC6vnumeric26 unique values
0 missing
MATS8snumeric24 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
Mpnumeric22 unique values
0 missing
ATSC7inumeric25 unique values
0 missing
P_VSA_m_3numeric9 unique values
0 missing
ATSC7mnumeric26 unique values
0 missing
SpMax2_Bh.s.numeric14 unique values
0 missing
ATSC7pnumeric26 unique values
0 missing
SpMax8_Bh.s.numeric23 unique values
0 missing
ATSC7snumeric26 unique values
0 missing
TPSA.NO.numeric14 unique values
0 missing
ATSC7vnumeric26 unique values
0 missing
BACnumeric13 unique values
0 missing
ATSC8enumeric25 unique values
0 missing
Eta_sh_pnumeric18 unique values
0 missing
ATSC8inumeric26 unique values
0 missing
SPInumeric22 unique values
0 missing
ATSC8mnumeric26 unique values
0 missing
CIC1numeric25 unique values
0 missing
ATSC8pnumeric26 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
ATSC8snumeric26 unique values
0 missing
Eig11_EAnumeric16 unique values
0 missing
ATSC8vnumeric26 unique values
0 missing
Eig11_EA.ri.numeric21 unique values
0 missing
BBInumeric17 unique values
0 missing
MATS1enumeric21 unique values
0 missing
BIC3numeric22 unique values
0 missing
nCnumeric14 unique values
0 missing
BIC4numeric21 unique values
0 missing
piPC02numeric22 unique values
0 missing
BIC5numeric21 unique values
0 missing
piPC03numeric22 unique values
0 missing
BIDnumeric13 unique values
0 missing
Psi_e_Anumeric25 unique values
0 missing
BLInumeric23 unique values
0 missing
Psi_i_Anumeric25 unique values
0 missing
BLTA96numeric23 unique values
0 missing
P_VSA_MR_1numeric16 unique values
0 missing
BLTD48numeric23 unique values
0 missing
SIC1numeric22 unique values
0 missing
BLTF96numeric23 unique values
0 missing
SM02_EA.bo.numeric22 unique values
0 missing
C.001numeric5 unique values
0 missing
SM04_EA.bo.numeric22 unique values
0 missing
C.002numeric7 unique values
0 missing
SM05_AEA.dm.numeric16 unique values
0 missing
C.004numeric3 unique values
0 missing
SM05_EA.bo.numeric22 unique values
0 missing
C.005numeric3 unique values
0 missing
SpMin2_Bh.e.numeric18 unique values
0 missing
C.006numeric4 unique values
0 missing
SpMin2_Bh.i.numeric16 unique values
0 missing
C.008numeric2 unique values
0 missing
SpMin3_Bh.s.numeric17 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS5inumeric26 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS4enumeric25 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig10_EA.bo.numeric10 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig11_AEA.bo.numeric19 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
C.025numeric4 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
C.026numeric5 unique values
0 missing
piIDnumeric22 unique values
0 missing
C.027numeric2 unique values
0 missing
piPC05numeric23 unique values
0 missing
C.028numeric4 unique values
0 missing
piPC06numeric23 unique values
0 missing
C.029numeric3 unique values
0 missing
piPC07numeric22 unique values
0 missing
C.030numeric2 unique values
0 missing
piPC08numeric22 unique values
0 missing
C.033numeric2 unique values
0 missing
SNarnumeric20 unique values
0 missing
C.034numeric4 unique values
0 missing
SpMax2_Bh.e.numeric12 unique values
0 missing
C.039numeric2 unique values
0 missing
SpMax2_Bh.i.numeric12 unique values
0 missing
C.040numeric3 unique values
0 missing
SpMax2_Bh.m.numeric12 unique values
0 missing
C.043numeric2 unique values
0 missing
SpMax2_Bh.p.numeric16 unique values
0 missing
C.044numeric2 unique values
0 missing
SpMax2_Bh.v.numeric15 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
SpMin7_Bh.i.numeric11 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
SpMin7_Bh.p.numeric11 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Vindexnumeric20 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Wapnumeric21 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Xindexnumeric19 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Xtnumeric19 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Yindexnumeric20 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CIC2numeric25 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
nHetnumeric5 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
SIC2numeric23 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
X2Avnumeric17 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
MATS2enumeric26 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
BIC2numeric24 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
MATS1snumeric23 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
GATS2snumeric25 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
SssCH2numeric26 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CIC0numeric25 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eig07_AEA.ri.numeric16 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
nCrtnumeric4 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
nCtnumeric5 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
SIC0numeric21 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
SM03_AEA.dm.numeric17 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
SM15_AEA.bo.numeric16 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
SpMin7_Bh.v.numeric11 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
ATS1pnumeric25 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
ATS1vnumeric25 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
ATS2pnumeric25 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
ATS2vnumeric25 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
ATS3inumeric26 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
ATSC2pnumeric26 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
ATSC3pnumeric26 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
ATSC3vnumeric26 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
C.003numeric5 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
D.Dtr08numeric13 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
Eig01_EA.ed.numeric10 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
Eig07_EA.ri.numeric12 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
Eig08_AEA.ri.numeric13 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
Eig08_EAnumeric11 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
Eig08_EA.ed.numeric12 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
Eig08_EA.ri.numeric12 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
Eig09_AEA.bo.numeric13 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
Eig09_AEA.ed.numeric13 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
Eig09_EA.ed.numeric17 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
Eig10_AEA.bo.numeric9 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
Eig10_AEA.dm.numeric22 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
Eig10_AEA.ed.numeric18 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
Eig10_AEA.ri.numeric17 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
Eig10_EA.ed.numeric19 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
Eig10_EA.ri.numeric18 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
Eig11_AEA.dm.numeric16 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
Eig14_AEA.ed.numeric13 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
H.046numeric9 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
Menumeric19 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
MPC04numeric16 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
MPC06numeric19 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
MPC07numeric19 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
MPC08numeric20 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
nCICnumeric5 unique values
0 missing
CENTnumeric22 unique values
0 missing
nCIRnumeric7 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
NNRSnumeric7 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
nR08numeric2 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
Psi_i_1numeric26 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
Rbridnumeric4 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
RCInumeric10 unique values
0 missing
Chi0_EA.dm.numeric19 unique values
0 missing
RFDnumeric10 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
SM02_AEA.dm.numeric11 unique values
0 missing
Chi0_EA.ri.numeric26 unique values
0 missing
SM02_AEA.ri.numeric16 unique values
0 missing
Chi1_AEA.bo.numeric22 unique values
0 missing
SM03_AEA.ri.numeric12 unique values
0 missing
Chi1_AEA.dm.numeric22 unique values
0 missing
SM04_AEA.dm.numeric19 unique values
0 missing
Chi1_AEA.ed.numeric22 unique values
0 missing
SM04_AEA.ri.numeric17 unique values
0 missing
Chi1_AEA.ri.numeric22 unique values
0 missing
SM05_AEA.ri.numeric19 unique values
0 missing
Chi1_EAnumeric22 unique values
0 missing
SM10_AEA.dm.numeric10 unique values
0 missing
Chi1_EA.bo.numeric23 unique values
0 missing
SpMax1_Bh.p.numeric16 unique values
0 missing
Chi1_EA.dm.numeric19 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
27
Number of instances (rows) of the dataset.
NumberOfFeatures
538
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
537
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanKurtosisOfNumericAtts
2.5
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
232.78
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.74
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.15
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.28
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.58
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
19.93
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.37
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.97
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.
MeanStdDevOfNumericAtts
160.82
Mean standard deviation of 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.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-0.08
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.16
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.31
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
27
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.22
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
116888.07
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
2.59
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
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.09
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.2
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.2
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
1.42
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
83762.96
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.44
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.47
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.85
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6129
0 runs - estimation_procedure: 50 times Clustering
Define a new task