Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362

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: CHEMBL5362 (TID: 100929), and it has 22 rows and 505 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.

507 features

pXC50 (target)numeric21 unique values
0 missing
molecule_id (row identifier)nominal22 unique values
0 missing
SpMax7_Bh.v.numeric17 unique values
0 missing
ATS1snumeric21 unique values
0 missing
SpMax8_Bh.e.numeric18 unique values
0 missing
ATS8snumeric21 unique values
0 missing
SpMax8_Bh.i.numeric18 unique values
0 missing
SpMax2_Bh.e.numeric18 unique values
0 missing
SpMax8_Bh.m.numeric17 unique values
0 missing
ZM1Kupnumeric21 unique values
0 missing
SpMax8_Bh.p.numeric18 unique values
0 missing
Eta_sh_pnumeric18 unique values
0 missing
SpMax8_Bh.v.numeric18 unique values
0 missing
ATSC2snumeric21 unique values
0 missing
SpMaxA_AEA.bo.numeric18 unique values
0 missing
ATSC8snumeric21 unique values
0 missing
SpMaxA_AEA.dm.numeric17 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
SpMaxA_AEA.ed.numeric18 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
SpMaxA_AEA.ri.numeric17 unique values
0 missing
DLS_02numeric5 unique values
0 missing
SpMaxA_EAnumeric18 unique values
0 missing
Eig03_AEA.bo.numeric18 unique values
0 missing
SpMaxA_EA.bo.numeric19 unique values
0 missing
Eig03_EA.bo.numeric20 unique values
0 missing
SpMaxA_EA.ri.numeric18 unique values
0 missing
Eig04_AEA.bo.numeric20 unique values
0 missing
SpMin2_Bh.v.numeric17 unique values
0 missing
Eig05_EA.bo.numeric19 unique values
0 missing
SpMin4_Bh.i.numeric17 unique values
0 missing
MATS2enumeric20 unique values
0 missing
SpMin4_Bh.p.numeric19 unique values
0 missing
MATS2snumeric21 unique values
0 missing
SpMin5_Bh.e.numeric20 unique values
0 missing
piPC02numeric18 unique values
0 missing
SpMin5_Bh.i.numeric20 unique values
0 missing
SM02_EA.bo.numeric18 unique values
0 missing
SpMin8_Bh.i.numeric16 unique values
0 missing
SM03_EA.bo.numeric17 unique values
0 missing
SRW02numeric15 unique values
0 missing
SM04_EA.bo.numeric20 unique values
0 missing
Svnumeric20 unique values
0 missing
SM05_EA.bo.numeric20 unique values
0 missing
TIC0numeric20 unique values
0 missing
SM06_EA.bo.numeric20 unique values
0 missing
TIEnumeric21 unique values
0 missing
SM13_AEA.ri.numeric20 unique values
0 missing
Uindexnumeric18 unique values
0 missing
SM15_AEA.ri.numeric19 unique values
0 missing
UNIPnumeric17 unique values
0 missing
SpMax1_Bh.m.numeric16 unique values
0 missing
VARnumeric17 unique values
0 missing
SpMax1_Bh.s.numeric16 unique values
0 missing
Vindexnumeric18 unique values
0 missing
SpMax2_Bh.v.numeric17 unique values
0 missing
VvdwMGnumeric20 unique values
0 missing
SpMin2_Bh.e.numeric17 unique values
0 missing
VvdwZAZnumeric20 unique values
0 missing
SpMin2_Bh.i.numeric17 unique values
0 missing
Vxnumeric20 unique values
0 missing
SpMin2_Bh.m.numeric18 unique values
0 missing
X0numeric18 unique values
0 missing
ZM1Pernumeric20 unique values
0 missing
X0solnumeric19 unique values
0 missing
ZM1Vnumeric19 unique values
0 missing
X0vnumeric21 unique values
0 missing
ZM2MulPernumeric20 unique values
0 missing
X1numeric18 unique values
0 missing
ZM2Pernumeric20 unique values
0 missing
X1Kupnumeric21 unique values
0 missing
ZM2Vnumeric20 unique values
0 missing
X1Pernumeric20 unique values
0 missing
JGI8numeric11 unique values
0 missing
X1solnumeric19 unique values
0 missing
MATS2pnumeric21 unique values
0 missing
X1vnumeric21 unique values
0 missing
ATSC2enumeric21 unique values
0 missing
X2numeric18 unique values
0 missing
BACnumeric17 unique values
0 missing
X2solnumeric19 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
X2vnumeric21 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
X3solnumeric19 unique values
0 missing
Eig06_AEA.bo.numeric20 unique values
0 missing
Xindexnumeric18 unique values
0 missing
Eig06_EA.bo.numeric19 unique values
0 missing
XMODnumeric19 unique values
0 missing
Eig12_EA.ri.numeric19 unique values
0 missing
Xtnumeric18 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
Xunumeric18 unique values
0 missing
Eta_epsinumeric20 unique values
0 missing
Yindexnumeric18 unique values
0 missing
Eta_Fnumeric21 unique values
0 missing
ZM1Madnumeric19 unique values
0 missing
GATS2vnumeric20 unique values
0 missing
ZM1MulPernumeric20 unique values
0 missing
GGI7numeric18 unique values
0 missing
ZM2Madnumeric19 unique values
0 missing
nOnumeric9 unique values
0 missing
ATSC5snumeric21 unique values
0 missing
Psi_i_snumeric21 unique values
0 missing
Eig03_EA.ri.numeric20 unique values
0 missing
Senumeric20 unique values
0 missing
SM03_EA.ri.numeric18 unique values
0 missing
SPInumeric18 unique values
0 missing
ATSC4enumeric21 unique values
0 missing
SpMax2_Bh.i.numeric15 unique values
0 missing
ATSC4snumeric21 unique values
0 missing
SpMax3_Bh.e.numeric18 unique values
0 missing
ATSC5enumeric21 unique values
0 missing
SpMax3_Bh.i.numeric17 unique values
0 missing
ATSC8enumeric21 unique values
0 missing
SpMax4_Bh.e.numeric19 unique values
0 missing
DELSnumeric21 unique values
0 missing
SpMax4_Bh.i.numeric19 unique values
0 missing
SpMax7_Bh.s.numeric21 unique values
0 missing
SpMax5_Bh.e.numeric20 unique values
0 missing
TPSA.NO.numeric19 unique values
0 missing
SpMax5_Bh.i.numeric20 unique values
0 missing
ZM2Kupnumeric21 unique values
0 missing
SpMax8_Bh.s.numeric20 unique values
0 missing
ATS8enumeric21 unique values
0 missing
SpMin5_Bh.p.numeric20 unique values
0 missing
ATS8inumeric20 unique values
0 missing
SpMin6_Bh.p.numeric17 unique values
0 missing
ISIZnumeric18 unique values
0 missing
SpMin7_Bh.p.numeric19 unique values
0 missing
nATnumeric18 unique values
0 missing
SpMin7_Bh.v.numeric19 unique values
0 missing
Sinumeric20 unique values
0 missing
X1Madnumeric19 unique values
0 missing
SpMaxA_EA.ed.numeric17 unique values
0 missing
SpMax4_Bh.s.numeric19 unique values
0 missing
SpMin6_Bh.i.numeric20 unique values
0 missing
AECCnumeric18 unique values
0 missing
SpMin8_Bh.m.numeric18 unique values
0 missing
AMRnumeric21 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
ATS1mnumeric20 unique values
0 missing
GATS3inumeric20 unique values
0 missing
ATS1pnumeric20 unique values
0 missing
SpMin2_Bh.p.numeric17 unique values
0 missing
ATS1vnumeric20 unique values
0 missing
GNarnumeric18 unique values
0 missing
ATS2mnumeric21 unique values
0 missing
JGTnumeric18 unique values
0 missing
ATS2snumeric19 unique values
0 missing
MATS5pnumeric19 unique values
0 missing
ATS3mnumeric21 unique values
0 missing
Eig14_EAnumeric16 unique values
0 missing
ATS6mnumeric20 unique values
0 missing
Eig14_EA.ed.numeric17 unique values
0 missing
ATS7mnumeric21 unique values
0 missing
Eig14_EA.ri.numeric18 unique values
0 missing
ATS7pnumeric21 unique values
0 missing
SM08_AEA.dm.numeric16 unique values
0 missing
ATS7snumeric21 unique values
0 missing
SM09_AEA.ri.numeric17 unique values
0 missing
ATS7vnumeric21 unique values
0 missing
GATS2pnumeric21 unique values
0 missing
ATS8mnumeric20 unique values
0 missing
ATS1enumeric20 unique values
0 missing
ATS8pnumeric21 unique values
0 missing
ATS3snumeric21 unique values
0 missing
ATS8vnumeric21 unique values
0 missing
ATS4snumeric21 unique values
0 missing
ATSC2pnumeric21 unique values
0 missing
ATS5snumeric21 unique values
0 missing
ATSC8inumeric21 unique values
0 missing
ATSC6snumeric21 unique values
0 missing
ATSC8pnumeric21 unique values
0 missing
Eig02_AEA.ri.numeric18 unique values
0 missing
BIDnumeric18 unique values
0 missing
Eig02_EA.ri.numeric18 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
P_VSA_e_5numeric18 unique values
0 missing
CENTnumeric18 unique values
0 missing
P_VSA_m_3numeric18 unique values
0 missing
Chi0_AEA.bo.numeric18 unique values
0 missing
P_VSA_p_2numeric19 unique values
0 missing
Chi0_AEA.dm.numeric18 unique values
0 missing
P_VSA_s_6numeric21 unique values
0 missing
Chi0_AEA.ed.numeric18 unique values
0 missing
P_VSA_v_2numeric19 unique values
0 missing
Chi0_AEA.ri.numeric18 unique values
0 missing
SAaccnumeric19 unique values
0 missing
Chi0_EAnumeric18 unique values
0 missing
SpMax5_Bh.s.numeric18 unique values
0 missing
Chi0_EA.bo.numeric20 unique values
0 missing
SpMin5_Bh.v.numeric20 unique values
0 missing
Chi0_EA.ed.numeric18 unique values
0 missing
DLS_consnumeric13 unique values
0 missing
Chi0_EA.ri.numeric20 unique values
0 missing
SM04_EA.ri.numeric20 unique values
0 missing
Chi1_AEA.bo.numeric18 unique values
0 missing
SpMin8_Bh.e.numeric16 unique values
0 missing
Chi1_AEA.dm.numeric18 unique values
0 missing
ATSC1enumeric17 unique values
0 missing
Chi1_AEA.ed.numeric18 unique values
0 missing
AACnumeric20 unique values
0 missing
Chi1_AEA.ri.numeric18 unique values
0 missing
ALOGPnumeric21 unique values
0 missing
Chi1_EAnumeric18 unique values
0 missing
ALOGP2numeric21 unique values
0 missing
Chi1_EA.ed.numeric18 unique values
0 missing
AMWnumeric20 unique values
0 missing
Chi1_EA.ri.numeric20 unique values
0 missing
ARRnumeric17 unique values
0 missing
CIDnumeric18 unique values
0 missing
ATS1inumeric20 unique values
0 missing
CSInumeric18 unique values
0 missing
ATS2enumeric20 unique values
0 missing
DBInumeric14 unique values
0 missing
ATS2inumeric21 unique values
0 missing
D.Dtr06numeric17 unique values
0 missing
ATS2pnumeric21 unique values
0 missing
DECCnumeric18 unique values
0 missing
ATS2vnumeric21 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS3enumeric21 unique values
0 missing
DLS_03numeric5 unique values
0 missing
ATS3inumeric21 unique values
0 missing
DLS_06numeric5 unique values
0 missing
ATS3pnumeric21 unique values
0 missing
Dznumeric19 unique values
0 missing
ATS3vnumeric21 unique values
0 missing
ECCnumeric17 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig04_AEA.ri.numeric20 unique values
0 missing
ATS4inumeric21 unique values
0 missing
Eig04_EAnumeric18 unique values
0 missing
ATS4mnumeric20 unique values
0 missing
Eig04_EA.ri.numeric20 unique values
0 missing
ATS4pnumeric21 unique values
0 missing
Eig05_AEA.bo.numeric19 unique values
0 missing
ATS4vnumeric21 unique values
0 missing
Eig05_AEA.ri.numeric20 unique values
0 missing
ATS5enumeric20 unique values
0 missing
Eig05_EAnumeric18 unique values
0 missing
ATS5inumeric21 unique values
0 missing
Eig05_EA.ri.numeric20 unique values
0 missing
ATS5mnumeric20 unique values
0 missing
Eig07_AEA.bo.numeric19 unique values
0 missing
ATS5pnumeric21 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
ATS5vnumeric21 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
ATS6enumeric20 unique values
0 missing
Eig08_AEA.dm.numeric16 unique values
0 missing
ATS6inumeric21 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
ATS6pnumeric21 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
ATS6snumeric20 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
ATS6vnumeric21 unique values
0 missing
Eig09_EA.bo.numeric18 unique values
0 missing
ATS7enumeric21 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
ATS7inumeric21 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
ATSC1inumeric20 unique values
0 missing
Eig10_AEA.ri.numeric18 unique values
0 missing
ATSC1mnumeric20 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
ATSC1pnumeric20 unique values
0 missing
Eig10_EA.bo.numeric18 unique values
0 missing
ATSC1snumeric21 unique values
0 missing
Eig10_EA.ri.numeric18 unique values
0 missing
ATSC1vnumeric20 unique values
0 missing
Eig11_AEA.bo.numeric17 unique values
0 missing
ATSC2inumeric21 unique values
0 missing
Eig11_AEA.dm.numeric18 unique values
0 missing
ATSC2mnumeric21 unique values
0 missing
Eig11_AEA.ri.numeric18 unique values
0 missing
ATSC2vnumeric21 unique values
0 missing
Eig11_EAnumeric17 unique values
0 missing
ATSC3enumeric21 unique values
0 missing
Eig11_EA.bo.numeric19 unique values
0 missing
ATSC3inumeric21 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
ATSC3mnumeric21 unique values
0 missing
Eig11_EA.ri.numeric18 unique values
0 missing
ATSC3pnumeric21 unique values
0 missing
Eig12_AEA.bo.numeric18 unique values
0 missing
ATSC3snumeric21 unique values
0 missing
Eig12_AEA.dm.numeric18 unique values
0 missing
ATSC3vnumeric21 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
ATSC4inumeric21 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
ATSC4mnumeric21 unique values
0 missing
Eig12_EA.bo.numeric18 unique values
0 missing
ATSC4pnumeric21 unique values
0 missing
Eig12_EA.ed.numeric18 unique values
0 missing
ATSC4vnumeric21 unique values
0 missing
Eig13_AEA.bo.numeric19 unique values
0 missing
ATSC5inumeric21 unique values
0 missing
Eig13_AEA.dm.numeric19 unique values
0 missing
ATSC5mnumeric21 unique values
0 missing
Eig13_AEA.ri.numeric18 unique values
0 missing
ATSC5pnumeric21 unique values
0 missing
Eig13_EAnumeric17 unique values
0 missing
ATSC5vnumeric21 unique values
0 missing
Eig13_EA.bo.numeric19 unique values
0 missing
ATSC6enumeric21 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
ATSC6inumeric21 unique values
0 missing
Eig13_EA.ri.numeric18 unique values
0 missing
ATSC6mnumeric21 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
ATSC6pnumeric21 unique values
0 missing
Eig14_AEA.dm.numeric19 unique values
0 missing
ATSC6vnumeric21 unique values
0 missing
Eig14_EA.bo.numeric19 unique values
0 missing
ATSC7enumeric21 unique values
0 missing
Eig15_AEA.bo.numeric18 unique values
0 missing
ATSC7inumeric21 unique values
0 missing
Eig15_AEA.dm.numeric17 unique values
0 missing
ATSC7mnumeric21 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
ATSC7pnumeric20 unique values
0 missing
Eig15_EAnumeric13 unique values
0 missing
ATSC7snumeric21 unique values
0 missing
Eig15_EA.bo.numeric16 unique values
0 missing
ATSC7vnumeric21 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
ATSC8mnumeric21 unique values
0 missing
Eig15_EA.ri.numeric15 unique values
0 missing
ATSC8vnumeric21 unique values
0 missing
Eta_alphanumeric18 unique values
0 missing
BBInumeric16 unique values
0 missing
Eta_betanumeric19 unique values
0 missing
BIC0numeric19 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
BIC1numeric19 unique values
0 missing
GGI1numeric13 unique values
0 missing
BIC2numeric19 unique values
0 missing
GGI10numeric11 unique values
0 missing
BIC3numeric19 unique values
0 missing
GGI2numeric12 unique values
0 missing
BIC4numeric18 unique values
0 missing
GGI8numeric14 unique values
0 missing
BIC5numeric19 unique values
0 missing
GGI9numeric12 unique values
0 missing
BLInumeric19 unique values
0 missing
GMTInumeric18 unique values
0 missing
BLTA96numeric19 unique values
0 missing
GMTIVnumeric20 unique values
0 missing
BLTD48numeric19 unique values
0 missing
HDcpxnumeric18 unique values
0 missing
BLTF96numeric20 unique values
0 missing
HVcpxnumeric18 unique values
0 missing
C.numeric15 unique values
0 missing
IACnumeric20 unique values
0 missing
C.001numeric5 unique values
0 missing
ICRnumeric18 unique values
0 missing
C.002numeric6 unique values
0 missing
IDDMnumeric18 unique values
0 missing
C.003numeric4 unique values
0 missing
IDEnumeric18 unique values
0 missing
C.004numeric3 unique values
0 missing
IDETnumeric18 unique values
0 missing
C.005numeric4 unique values
0 missing
IDMnumeric18 unique values
0 missing
C.006numeric5 unique values
0 missing
IDMTnumeric18 unique values
0 missing
C.008numeric6 unique values
0 missing
IVDMnumeric18 unique values
0 missing
C.009numeric2 unique values
0 missing
LLS_02numeric5 unique values
0 missing
C.015numeric2 unique values
0 missing
LPRSnumeric18 unique values
0 missing
C.016numeric3 unique values
0 missing
MDDDnumeric18 unique values
0 missing
C.017numeric3 unique values
0 missing
MPC01numeric15 unique values
0 missing
C.019numeric3 unique values
0 missing
MSDnumeric18 unique values
0 missing
C.024numeric9 unique values
0 missing
MWnumeric20 unique values
0 missing
C.025numeric4 unique values
0 missing
MWC01numeric15 unique values
0 missing
C.026numeric5 unique values
0 missing
nBOnumeric15 unique values
0 missing
C.029numeric2 unique values
0 missing
nCnumeric12 unique values
0 missing
C.033numeric2 unique values
0 missing
nSKnumeric14 unique values
0 missing
C.034numeric3 unique values
0 missing
ON0numeric17 unique values
0 missing
C.035numeric2 unique values
0 missing
ON0Vnumeric20 unique values
0 missing
C.037numeric2 unique values
0 missing
ON1numeric16 unique values
0 missing
C.038numeric2 unique values
0 missing
PHInumeric20 unique values
0 missing
C.039numeric3 unique values
0 missing
piPC01numeric16 unique values
0 missing
C.040numeric4 unique values
0 missing
Psi_e_0numeric21 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Psi_e_1numeric21 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Psi_i_0numeric21 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
RBNnumeric11 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
RDCHInumeric18 unique values
0 missing
CATS2D_01_ANnumeric4 unique values
0 missing
S0Knumeric18 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
S1Knumeric20 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
S2Knumeric20 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
S3Knumeric19 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
SAtotnumeric20 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
SCBOnumeric16 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
SM02_AEA.bo.numeric19 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
SM03_AEA.bo.numeric20 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
SM04_AEA.bo.numeric20 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
SM04_AEA.dm.numeric16 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
SM05_AEA.dm.numeric17 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
SM06_AEA.dm.numeric17 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
SM06_AEA.ri.numeric17 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
SM07_AEA.dm.numeric17 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
SM07_AEA.ri.numeric18 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
SM08_AEA.ri.numeric17 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
SM09_AEA.dm.numeric13 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
SM10_AEA.ri.numeric16 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
SM12_AEA.bo.numeric18 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
SM13_AEA.bo.numeric18 unique values
0 missing
CATS2D_03_DPnumeric3 unique values
0 missing
SMTInumeric18 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
SMTIVnumeric20 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
SNarnumeric18 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Spnumeric20 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
SpAD_AEA.bo.numeric20 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
SpAD_AEA.dm.numeric20 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
SpAD_AEA.ed.numeric18 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
SpAD_AEA.ri.numeric20 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
SpAD_EAnumeric18 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
SpAD_EA.bo.numeric20 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
SpAD_EA.ri.numeric20 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
SpMax3_Bh.m.numeric18 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
SpMax3_Bh.p.numeric18 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
SpMax3_Bh.s.numeric20 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
SpMax3_Bh.v.numeric18 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
SpMax4_Bh.m.numeric21 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
SpMax4_Bh.p.numeric19 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
SpMax4_Bh.v.numeric20 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
SpMax5_Bh.m.numeric21 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
SpMax5_Bh.p.numeric20 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
SpMax5_Bh.v.numeric19 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
SpMax6_Bh.e.numeric15 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
SpMax6_Bh.i.numeric16 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
SpMax6_Bh.m.numeric21 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
SpMax6_Bh.p.numeric16 unique values
0 missing
SpMax6_Bh.v.numeric17 unique values
0 missing
SpMax7_Bh.e.numeric18 unique values
0 missing
SpMax7_Bh.i.numeric17 unique values
0 missing
SpMax7_Bh.m.numeric16 unique values
0 missing
SpMax7_Bh.p.numeric17 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
22
Number of instances (rows) of the dataset.
NumberOfFeatures
507
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
506
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
22
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.35
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
11.44
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
78337.14
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.
Quartile3MeansOfNumericAtts
11.64
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.
PercentageOfNumericFeatures
99.8
Percentage of numeric 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
-2.39
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
3
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
4.69
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3StdDevOfNumericAtts
9.03
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
258391.89
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.06
First quartile of kurtosis 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.
Quartile1MeansOfNumericAtts
0.78
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
6
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
508.99
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.29
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.52
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.53
First quartile of standard deviation of attributes of the numeric type.
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
23.05
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.7
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
1.3
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.36
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1604.48
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
1.18
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
1.06
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.17
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5362
0 runs - estimation_procedure: 50 times Clustering
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