Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850

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: CHEMBL2157850 (TID: 105196), and it has 13 rows and 595 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.

597 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal13 unique values
0 missing
Eta_epsinumeric11 unique values
0 missing
N.numeric7 unique values
0 missing
ATS1mnumeric11 unique values
0 missing
Eta_FLnumeric13 unique values
0 missing
N.075numeric2 unique values
0 missing
ATS2mnumeric11 unique values
0 missing
Eta_Lnumeric12 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATS3mnumeric13 unique values
0 missing
GATS3mnumeric13 unique values
0 missing
nCbHnumeric4 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
GGI7numeric11 unique values
0 missing
nHAccnumeric5 unique values
0 missing
C.026numeric5 unique values
0 missing
GGI9numeric7 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GMTInumeric11 unique values
0 missing
P_VSA_e_3numeric7 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
GMTIVnumeric12 unique values
0 missing
P_VSA_i_4numeric8 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
HDcpxnumeric11 unique values
0 missing
P_VSA_LogP_3numeric5 unique values
0 missing
Chi0_EA.ri.numeric13 unique values
0 missing
IACnumeric10 unique values
0 missing
P_VSA_LogP_4numeric7 unique values
0 missing
Chi1_EA.ri.numeric13 unique values
0 missing
IC3numeric11 unique values
0 missing
P_VSA_LogP_5numeric11 unique values
0 missing
DECCnumeric11 unique values
0 missing
IC4numeric10 unique values
0 missing
P_VSA_p_2numeric9 unique values
0 missing
DLS_02numeric3 unique values
0 missing
IC5numeric10 unique values
0 missing
PW5numeric7 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
IDDMnumeric10 unique values
0 missing
SaaCHnumeric13 unique values
0 missing
Eig03_AEA.bo.numeric9 unique values
0 missing
IDETnumeric11 unique values
0 missing
SaaNnumeric7 unique values
0 missing
Eig03_EA.bo.numeric9 unique values
0 missing
IDMnumeric11 unique values
0 missing
SpDiam_AEA.ed.numeric10 unique values
0 missing
Eig04_AEA.bo.numeric11 unique values
0 missing
IDMTnumeric11 unique values
0 missing
SpMax8_Bh.s.numeric11 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
IVDMnumeric9 unique values
0 missing
TIEnumeric13 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
LPRSnumeric11 unique values
0 missing
TPSA.NO.numeric9 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS2mnumeric10 unique values
0 missing
TPSA.Tot.numeric9 unique values
0 missing
Eig04_EA.ed.numeric11 unique values
0 missing
MDDDnumeric11 unique values
0 missing
X4Avnumeric11 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
MPC01numeric9 unique values
0 missing
X5Avnumeric12 unique values
0 missing
Eig05_AEA.ed.numeric11 unique values
0 missing
MPC02numeric9 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
Eig05_AEA.ri.numeric12 unique values
0 missing
MPC03numeric10 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
MPC04numeric10 unique values
0 missing
GATS4mnumeric13 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
MPC05numeric9 unique values
0 missing
SpMax4_Bh.p.numeric11 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
MPC07numeric10 unique values
0 missing
SpMax4_Bh.v.numeric12 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
MPC08numeric9 unique values
0 missing
SdssCnumeric12 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
MPC09numeric9 unique values
0 missing
SpMax7_Bh.s.numeric13 unique values
0 missing
Eig07_AEA.bo.numeric6 unique values
0 missing
MPC10numeric10 unique values
0 missing
X0Avnumeric11 unique values
0 missing
Eig07_AEA.dm.numeric10 unique values
0 missing
MSDnumeric10 unique values
0 missing
ZM1Kupnumeric11 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
MWC01numeric9 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
Eig08_AEA.bo.numeric8 unique values
0 missing
MWC02numeric9 unique values
0 missing
GATS1pnumeric11 unique values
0 missing
Eig08_AEA.dm.numeric11 unique values
0 missing
MWC03numeric10 unique values
0 missing
GATS7pnumeric13 unique values
0 missing
Eig08_AEA.ed.numeric8 unique values
0 missing
MWC04numeric11 unique values
0 missing
GATS8pnumeric13 unique values
0 missing
Eig09_AEA.bo.numeric11 unique values
0 missing
nBOnumeric9 unique values
0 missing
MATS1pnumeric11 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
nSKnumeric9 unique values
0 missing
MATS3vnumeric13 unique values
0 missing
Eig10_AEA.bo.numeric7 unique values
0 missing
ON0numeric9 unique values
0 missing
MATS7pnumeric13 unique values
0 missing
Eig11_AEA.bo.numeric7 unique values
0 missing
ON1numeric10 unique values
0 missing
SpMin2_Bh.v.numeric9 unique values
0 missing
Eig11_AEA.ri.numeric11 unique values
0 missing
PHInumeric11 unique values
0 missing
AACnumeric10 unique values
0 missing
Eig11_EAnumeric10 unique values
0 missing
piIDnumeric11 unique values
0 missing
ALOGPnumeric11 unique values
0 missing
Eig11_EA.bo.numeric8 unique values
0 missing
piPC01numeric8 unique values
0 missing
ALOGP2numeric11 unique values
0 missing
Eig11_EA.ed.numeric10 unique values
0 missing
Polnumeric10 unique values
0 missing
AMWnumeric11 unique values
0 missing
Eig11_EA.ri.numeric12 unique values
0 missing
Psi_e_0numeric13 unique values
0 missing
ARRnumeric9 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
Psi_e_1numeric13 unique values
0 missing
ATS1enumeric11 unique values
0 missing
Eig12_AEA.dm.numeric12 unique values
0 missing
Psi_i_1numeric12 unique values
0 missing
ATS1inumeric11 unique values
0 missing
Eig13_AEA.bo.numeric9 unique values
0 missing
P_VSA_i_3numeric11 unique values
0 missing
ATS2enumeric11 unique values
0 missing
Eig13_AEA.ri.numeric8 unique values
0 missing
PW4numeric7 unique values
0 missing
ATS2inumeric11 unique values
0 missing
Eig14_AEA.bo.numeric9 unique values
0 missing
RDCHInumeric11 unique values
0 missing
ATS2snumeric13 unique values
0 missing
Eig14_AEA.dm.numeric8 unique values
0 missing
RDSQnumeric11 unique values
0 missing
ATS3enumeric12 unique values
0 missing
Eig14_EA.ri.numeric12 unique values
0 missing
S0Knumeric10 unique values
0 missing
ATS3inumeric11 unique values
0 missing
Eig15_AEA.ri.numeric10 unique values
0 missing
S2Knumeric11 unique values
0 missing
ATS3pnumeric13 unique values
0 missing
Eig15_EAnumeric9 unique values
0 missing
S3Knumeric12 unique values
0 missing
ATS4enumeric13 unique values
0 missing
Eig15_EA.bo.numeric9 unique values
0 missing
SAtotnumeric11 unique values
0 missing
ATS4inumeric12 unique values
0 missing
Eig15_EA.ed.numeric9 unique values
0 missing
SCBOnumeric8 unique values
0 missing
ATS4snumeric13 unique values
0 missing
Eig15_EA.ri.numeric9 unique values
0 missing
SM02_AEA.dm.numeric10 unique values
0 missing
ATS5enumeric13 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
SM02_EAnumeric9 unique values
0 missing
ATS5inumeric13 unique values
0 missing
Eta_betanumeric10 unique values
0 missing
SM02_EA.ri.numeric11 unique values
0 missing
ATS5pnumeric13 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
SM03_AEA.dm.numeric11 unique values
0 missing
ATS6enumeric13 unique values
0 missing
Eta_Fnumeric13 unique values
0 missing
SM03_AEA.ri.numeric9 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eta_F_Anumeric12 unique values
0 missing
SM04_AEA.ri.numeric11 unique values
0 missing
ATS6snumeric13 unique values
0 missing
GATS2mnumeric11 unique values
0 missing
SM06_AEA.dm.numeric6 unique values
0 missing
ATS7enumeric13 unique values
0 missing
GATS6vnumeric12 unique values
0 missing
SM07_AEA.dm.numeric8 unique values
0 missing
ATS7inumeric13 unique values
0 missing
GATS8enumeric13 unique values
0 missing
SM07_AEA.ri.numeric7 unique values
0 missing
ATS7snumeric13 unique values
0 missing
GATS8snumeric13 unique values
0 missing
SM08_AEA.dm.numeric11 unique values
0 missing
ATS8enumeric13 unique values
0 missing
GGI10numeric7 unique values
0 missing
SM08_AEA.ri.numeric9 unique values
0 missing
ATS8inumeric13 unique values
0 missing
HVcpxnumeric11 unique values
0 missing
SM09_AEA.ri.numeric11 unique values
0 missing
ATSC1enumeric11 unique values
0 missing
IC1numeric10 unique values
0 missing
SM14_AEA.bo.numeric9 unique values
0 missing
ATSC1inumeric11 unique values
0 missing
ICRnumeric11 unique values
0 missing
SMTInumeric11 unique values
0 missing
ATSC1mnumeric11 unique values
0 missing
IDDEnumeric11 unique values
0 missing
SMTIVnumeric12 unique values
0 missing
ATSC1pnumeric11 unique values
0 missing
IDEnumeric11 unique values
0 missing
SNarnumeric9 unique values
0 missing
ATSC1snumeric12 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SpAD_AEA.bo.numeric11 unique values
0 missing
ATSC1vnumeric11 unique values
0 missing
MATS6mnumeric13 unique values
0 missing
SpAD_AEA.dm.numeric12 unique values
0 missing
ATSC2enumeric11 unique values
0 missing
MATS6pnumeric13 unique values
0 missing
SpAD_AEA.ed.numeric11 unique values
0 missing
ATSC2inumeric11 unique values
0 missing
MATS6vnumeric12 unique values
0 missing
SpAD_AEA.ri.numeric13 unique values
0 missing
ATSC2mnumeric11 unique values
0 missing
MATS8enumeric13 unique values
0 missing
SpAD_EAnumeric11 unique values
0 missing
ATSC2pnumeric11 unique values
0 missing
MATS8snumeric13 unique values
0 missing
SpAD_EA.bo.numeric11 unique values
0 missing
ATSC2snumeric13 unique values
0 missing
MPC06numeric8 unique values
0 missing
SpAD_EA.ri.numeric13 unique values
0 missing
ATSC2vnumeric11 unique values
0 missing
MWnumeric11 unique values
0 missing
SPInumeric11 unique values
0 missing
ATSC3enumeric13 unique values
0 missing
MWC05numeric11 unique values
0 missing
SpMax1_Bh.m.numeric9 unique values
0 missing
ATSC3inumeric13 unique values
0 missing
MWC06numeric11 unique values
0 missing
SpMax4_Bh.e.numeric11 unique values
0 missing
ATSC3pnumeric13 unique values
0 missing
MWC07numeric11 unique values
0 missing
SpMax4_Bh.i.numeric9 unique values
0 missing
ATSC3snumeric13 unique values
0 missing
MWC08numeric11 unique values
0 missing
SpMax4_Bh.m.numeric11 unique values
0 missing
ATSC3vnumeric12 unique values
0 missing
MWC09numeric10 unique values
0 missing
SpMax5_Bh.e.numeric13 unique values
0 missing
ATSC4enumeric13 unique values
0 missing
MWC10numeric11 unique values
0 missing
SpMax5_Bh.i.numeric11 unique values
0 missing
NaaCHnumeric4 unique values
0 missing
SpMax5_Bh.m.numeric8 unique values
0 missing
NaasCnumeric3 unique values
0 missing
SpMax5_Bh.v.numeric13 unique values
0 missing
nABnumeric2 unique values
0 missing
SpMax6_Bh.m.numeric13 unique values
0 missing
nBMnumeric6 unique values
0 missing
SpMax6_Bh.p.numeric12 unique values
0 missing
nCarnumeric3 unique values
0 missing
SpMax6_Bh.v.numeric12 unique values
0 missing
nCsp2numeric3 unique values
0 missing
SpMax8_Bh.p.numeric6 unique values
0 missing
PCDnumeric11 unique values
0 missing
SpMax8_Bh.v.numeric6 unique values
0 missing
PCRnumeric10 unique values
0 missing
SpMaxA_AEA.bo.numeric9 unique values
0 missing
piPC02numeric9 unique values
0 missing
SpMaxA_AEA.ri.numeric9 unique values
0 missing
piPC03numeric10 unique values
0 missing
SpMaxA_EAnumeric10 unique values
0 missing
piPC04numeric10 unique values
0 missing
SpMaxA_EA.dm.numeric9 unique values
0 missing
piPC05numeric10 unique values
0 missing
SpMaxA_EA.ri.numeric9 unique values
0 missing
piPC06numeric10 unique values
0 missing
SpMin3_Bh.e.numeric8 unique values
0 missing
piPC07numeric11 unique values
0 missing
SpMin4_Bh.e.numeric11 unique values
0 missing
piPC08numeric11 unique values
0 missing
SpMin4_Bh.p.numeric8 unique values
0 missing
piPC09numeric11 unique values
0 missing
SpMin4_Bh.v.numeric9 unique values
0 missing
piPC10numeric11 unique values
0 missing
SpMin5_Bh.e.numeric12 unique values
0 missing
Psi_i_snumeric11 unique values
0 missing
SpMin5_Bh.i.numeric12 unique values
0 missing
P_VSA_e_2numeric11 unique values
0 missing
SpMin5_Bh.p.numeric11 unique values
0 missing
P_VSA_i_2numeric11 unique values
0 missing
SpMin5_Bh.v.numeric12 unique values
0 missing
P_VSA_m_2numeric11 unique values
0 missing
SpMin6_Bh.i.numeric10 unique values
0 missing
P_VSA_MR_6numeric11 unique values
0 missing
SpMin7_Bh.i.numeric10 unique values
0 missing
P_VSA_p_3numeric11 unique values
0 missing
SRW02numeric9 unique values
0 missing
P_VSA_s_4numeric10 unique values
0 missing
SRW04numeric8 unique values
0 missing
P_VSA_v_3numeric11 unique values
0 missing
Svnumeric11 unique values
0 missing
S1Knumeric11 unique values
0 missing
TIC0numeric10 unique values
0 missing
SM02_AEA.bo.numeric9 unique values
0 missing
TPCnumeric9 unique values
0 missing
SM02_AEA.ed.numeric10 unique values
0 missing
Uindexnumeric11 unique values
0 missing
SM02_EA.bo.numeric9 unique values
0 missing
UNIPnumeric11 unique values
0 missing
SM02_EA.ed.numeric11 unique values
0 missing
VvdwMGnumeric11 unique values
0 missing
SM03_AEA.bo.numeric9 unique values
0 missing
VvdwZAZnumeric11 unique values
0 missing
SM03_AEA.ed.numeric10 unique values
0 missing
Vxnumeric11 unique values
0 missing
SM04_AEA.bo.numeric10 unique values
0 missing
Wapnumeric9 unique values
0 missing
SM04_AEA.ed.numeric11 unique values
0 missing
X0numeric9 unique values
0 missing
SM04_EAnumeric10 unique values
0 missing
X0vnumeric11 unique values
0 missing
SM04_EA.bo.numeric10 unique values
0 missing
X1numeric10 unique values
0 missing
SM04_EA.ri.numeric12 unique values
0 missing
X2numeric11 unique values
0 missing
SM05_AEA.bo.numeric10 unique values
0 missing
X3numeric11 unique values
0 missing
SM05_AEA.dm.numeric10 unique values
0 missing
X3vnumeric13 unique values
0 missing
SM05_AEA.ed.numeric11 unique values
0 missing
X4numeric11 unique values
0 missing
SM06_AEA.bo.numeric11 unique values
0 missing
X4vnumeric13 unique values
0 missing
SM06_AEA.ri.numeric10 unique values
0 missing
X5numeric11 unique values
0 missing
SM06_EAnumeric11 unique values
0 missing
X5solnumeric11 unique values
0 missing
SM06_EA.bo.numeric11 unique values
0 missing
Xtnumeric9 unique values
0 missing
SM06_EA.ri.numeric13 unique values
0 missing
Xunumeric11 unique values
0 missing
SM07_AEA.bo.numeric11 unique values
0 missing
ZM1numeric9 unique values
0 missing
SM08_AEA.bo.numeric11 unique values
0 missing
ZM2numeric10 unique values
0 missing
SM08_EA.bo.numeric11 unique values
0 missing
AMRnumeric11 unique values
0 missing
SM09_AEA.dm.numeric9 unique values
0 missing
Psi_i_0numeric11 unique values
0 missing
SM10_AEA.ri.numeric9 unique values
0 missing
SpMin4_Bh.i.numeric11 unique values
0 missing
SM13_AEA.bo.numeric11 unique values
0 missing
ATS6vnumeric13 unique values
0 missing
SM13_AEA.dm.numeric11 unique values
0 missing
ATS7vnumeric13 unique values
0 missing
SM13_AEA.ri.numeric9 unique values
0 missing
Eig10_EAnumeric10 unique values
0 missing
SM14_AEA.dm.numeric11 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
SM14_AEA.ri.numeric10 unique values
0 missing
SM04_AEA.dm.numeric10 unique values
0 missing
SM15_AEA.ri.numeric11 unique values
0 missing
SM05_AEA.ri.numeric8 unique values
0 missing
SpAD_EA.dm.numeric8 unique values
0 missing
SpMax5_Bh.p.numeric11 unique values
0 missing
SpAD_EA.ed.numeric11 unique values
0 missing
SpMax7_Bh.m.numeric11 unique values
0 missing
SpMax2_Bh.e.numeric12 unique values
0 missing
SpMax8_Bh.m.numeric12 unique values
0 missing
SpMax2_Bh.v.numeric11 unique values
0 missing
X1Kupnumeric12 unique values
0 missing
SpMax3_Bh.m.numeric9 unique values
0 missing
X1vnumeric12 unique values
0 missing
SpMax3_Bh.p.numeric9 unique values
0 missing
X2vnumeric13 unique values
0 missing
SpMax3_Bh.v.numeric9 unique values
0 missing
Eig09_AEA.ri.numeric13 unique values
0 missing
SpMin1_Bh.e.numeric8 unique values
0 missing
Eig09_EA.ri.numeric13 unique values
0 missing
SpMin2_Bh.i.numeric6 unique values
0 missing
GATS6mnumeric13 unique values
0 missing
SRW06numeric10 unique values
0 missing
BLTA96numeric10 unique values
0 missing
SRW08numeric11 unique values
0 missing
BLTD48numeric11 unique values
0 missing
SRW10numeric11 unique values
0 missing
BLTF96numeric10 unique values
0 missing
TWCnumeric11 unique values
0 missing
GATS6pnumeric12 unique values
0 missing
Ucnumeric6 unique values
0 missing
MLOGPnumeric11 unique values
0 missing
Uinumeric3 unique values
0 missing
MLOGP2numeric11 unique values
0 missing
Vindexnumeric11 unique values
0 missing
P_VSA_MR_7numeric7 unique values
0 missing
X0solnumeric9 unique values
0 missing
P_VSA_s_6numeric9 unique values
0 missing
X1Madnumeric13 unique values
0 missing
Eig08_AEA.ri.numeric11 unique values
0 missing
X1solnumeric10 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
X2solnumeric11 unique values
0 missing
nCnumeric7 unique values
0 missing
X3solnumeric11 unique values
0 missing
SpMin3_Bh.i.numeric10 unique values
0 missing
X4solnumeric11 unique values
0 missing
SpMin7_Bh.e.numeric11 unique values
0 missing
Xindexnumeric10 unique values
0 missing
ATS1pnumeric11 unique values
0 missing
XMODnumeric12 unique values
0 missing
ATS2pnumeric11 unique values
0 missing
Yindexnumeric11 unique values
0 missing
ATS3snumeric13 unique values
0 missing
ZM1Madnumeric11 unique values
0 missing
ATS6pnumeric13 unique values
0 missing
ZM1MulPernumeric12 unique values
0 missing
BACnumeric8 unique values
0 missing
ZM1Pernumeric12 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ZM1Vnumeric10 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
ZM2Kupnumeric12 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
ZM2Madnumeric13 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
ZM2MulPernumeric12 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
ZM2Pernumeric12 unique values
0 missing
Eig02_EA.bo.numeric8 unique values
0 missing
ZM2Vnumeric11 unique values
0 missing
Eig02_EA.ed.numeric9 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig03_AEA.ed.numeric9 unique values
0 missing
ATS1snumeric12 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
ATS1vnumeric11 unique values
0 missing
Eig04_AEA.dm.numeric10 unique values
0 missing
ATS2vnumeric11 unique values
0 missing
Eig06_EA.bo.numeric9 unique values
0 missing
ATS3vnumeric13 unique values
0 missing
Eig07_EAnumeric9 unique values
0 missing
ATS4mnumeric13 unique values
0 missing
Eig10_AEA.dm.numeric6 unique values
0 missing
ATS4pnumeric13 unique values
0 missing
Eig11_AEA.dm.numeric10 unique values
0 missing
ATS4vnumeric13 unique values
0 missing
GATS3pnumeric13 unique values
0 missing
ATS5mnumeric13 unique values
0 missing
GATS3vnumeric12 unique values
0 missing
ATS5snumeric13 unique values
0 missing
GATS5snumeric13 unique values
0 missing
ATS5vnumeric13 unique values
0 missing
GGI1numeric8 unique values
0 missing
ATS6mnumeric13 unique values
0 missing
GGI2numeric8 unique values
0 missing
ATS7mnumeric12 unique values
0 missing
GGI3numeric9 unique values
0 missing
ATS7pnumeric13 unique values
0 missing
JGI8numeric7 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
LLS_02numeric3 unique values
0 missing
ATSC3mnumeric13 unique values
0 missing
MATS3mnumeric13 unique values
0 missing
ATSC4mnumeric13 unique values
0 missing
RBNnumeric6 unique values
0 missing
ATSC5mnumeric13 unique values
0 missing
SM03_EA.ed.numeric11 unique values
0 missing
ATSC7mnumeric13 unique values
0 missing
SM04_EA.ed.numeric11 unique values
0 missing
ATSC7pnumeric13 unique values
0 missing
SM05_EAnumeric10 unique values
0 missing
ATSC8pnumeric12 unique values
0 missing
SM05_EA.bo.numeric10 unique values
0 missing
BBInumeric9 unique values
0 missing
SM05_EA.ed.numeric11 unique values
0 missing
BIDnumeric9 unique values
0 missing
SM06_AEA.ed.numeric11 unique values
0 missing
CENTnumeric11 unique values
0 missing
SM06_EA.ed.numeric11 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
SM07_AEA.ed.numeric11 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
SM07_EAnumeric11 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
SM07_EA.bo.numeric11 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
SM07_EA.ed.numeric11 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
SM08_AEA.ed.numeric11 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
SM08_EAnumeric11 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
SM08_EA.ed.numeric11 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
SM09_AEA.ed.numeric11 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
SM09_EAnumeric11 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
SM09_EA.bo.numeric11 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
SM09_EA.ed.numeric11 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
SM10_AEA.bo.numeric9 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
SM10_AEA.ed.numeric11 unique values
0 missing
CIDnumeric9 unique values
0 missing
SM10_EAnumeric11 unique values
0 missing
CSInumeric11 unique values
0 missing
SM10_EA.bo.numeric11 unique values
0 missing
DBInumeric9 unique values
0 missing
SM10_EA.ed.numeric11 unique values
0 missing
D.Dtr05numeric11 unique values
0 missing
SM11_AEA.dm.numeric9 unique values
0 missing
D.Dtr06numeric9 unique values
0 missing
SM11_AEA.ed.numeric11 unique values
0 missing
DLS_01numeric2 unique values
0 missing
SM11_EAnumeric11 unique values
0 missing
DLS_03numeric3 unique values
0 missing
SM11_EA.ed.numeric11 unique values
0 missing
Dznumeric11 unique values
0 missing
SM12_AEA.dm.numeric11 unique values
0 missing
ECCnumeric11 unique values
0 missing
SM12_AEA.ed.numeric11 unique values
0 missing
Eig06_AEA.ri.numeric13 unique values
0 missing
SM12_AEA.ri.numeric8 unique values
0 missing
Eig06_EAnumeric9 unique values
0 missing
SM12_EAnumeric11 unique values
0 missing
Eig06_EA.ri.numeric13 unique values
0 missing
SM12_EA.ed.numeric11 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
SM13_AEA.ed.numeric11 unique values
0 missing
Eig08_EA.bo.numeric9 unique values
0 missing
SM13_EAnumeric11 unique values
0 missing
Eig08_EA.ed.numeric9 unique values
0 missing
SM13_EA.ed.numeric11 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
SM14_AEA.ed.numeric11 unique values
0 missing
Eig09_EAnumeric11 unique values
0 missing
SM14_EAnumeric10 unique values
0 missing
Eig09_EA.bo.numeric11 unique values
0 missing
SM15_AEA.bo.numeric9 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
SM15_AEA.ed.numeric11 unique values
0 missing
Eig10_AEA.ed.numeric10 unique values
0 missing
SM15_EAnumeric11 unique values
0 missing
Eig10_AEA.ri.numeric12 unique values
0 missing
Spnumeric11 unique values
0 missing
Eig10_EA.bo.numeric11 unique values
0 missing
SpDiam_AEA.bo.numeric10 unique values
0 missing
Eig10_EA.ri.numeric11 unique values
0 missing
SpMaxA_AEA.ed.numeric11 unique values
0 missing
Eig11_AEA.ed.numeric9 unique values
0 missing
SpMaxA_EA.bo.numeric9 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
SpMin1_Bh.i.numeric6 unique values
0 missing
Eig12_AEA.ri.numeric8 unique values
0 missing
SpMin3_Bh.s.numeric9 unique values
0 missing
Eig12_EAnumeric6 unique values
0 missing
SpMin3_Bh.v.numeric8 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
SsClnumeric12 unique values
0 missing
Eig12_EA.ed.numeric7 unique values
0 missing
VARnumeric10 unique values
0 missing
Eig12_EA.ri.numeric11 unique values
0 missing
X1MulPernumeric12 unique values
0 missing
Eig13_AEA.ed.numeric9 unique values
0 missing
X1Pernumeric11 unique values
0 missing
Eig13_EAnumeric8 unique values
0 missing
ATS8snumeric13 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
C.024numeric4 unique values
0 missing
Eig13_EA.ed.numeric9 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig13_EA.ri.numeric9 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Eig14_AEA.ed.numeric10 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
Eig14_AEA.ri.numeric12 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
Eig14_EA.bo.numeric11 unique values
0 missing
DLS_06numeric3 unique values
0 missing
Eig14_EA.ed.numeric11 unique values
0 missing
Eta_sh_ynumeric10 unique values
0 missing
Eig15_AEA.dm.numeric8 unique values
0 missing
GATS2enumeric11 unique values
0 missing
Eig15_AEA.ed.numeric11 unique values
0 missing
GATS2snumeric13 unique values
0 missing
Eta_betaSnumeric9 unique values
0 missing
H.049numeric2 unique values
0 missing
Eta_Cnumeric13 unique values
0 missing
JGI4numeric10 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
13
Number of instances (rows) of the dataset.
NumberOfFeatures
597
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
596
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
45.92
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-1.51
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.09
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.24
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
96.62
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.06
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.46
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
5.19
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.31
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
31016.62
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
-0.57
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
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
12.32
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.17
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
2.17
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
0.3
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
17416.67
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.9
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.05
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
1.48
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
-1.02
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
171.94
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.16
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.35
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.24
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2157850
0 runs - estimation_procedure: 50 times Clustering
Define a new task