Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910

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: CHEMBL1910 (TID: 14), and it has 57 rows and 563 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.

565 features

pXC50 (target)numeric49 unique values
0 missing
molecule_id (row identifier)nominal57 unique values
0 missing
SM05_AEA.dm.numeric30 unique values
0 missing
CIC5numeric45 unique values
0 missing
SMTIVnumeric53 unique values
0 missing
SM05_AEA.ri.numeric39 unique values
0 missing
Cl.089numeric3 unique values
0 missing
SpMaxA_EA.ri.numeric35 unique values
0 missing
SM06_AEA.dm.numeric29 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS6mnumeric52 unique values
0 missing
SM06_AEA.ri.numeric38 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Eta_Cnumeric53 unique values
0 missing
SpAD_AEA.bo.numeric42 unique values
0 missing
cRo5numeric2 unique values
0 missing
Eta_epsinumeric46 unique values
0 missing
SpAD_AEA.dm.numeric45 unique values
0 missing
D.Dtr05numeric40 unique values
0 missing
Eta_Lnumeric50 unique values
0 missing
SpAD_EAnumeric40 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
MWnumeric46 unique values
0 missing
SpMin2_Bh.m.numeric46 unique values
0 missing
D.Dtr09numeric29 unique values
0 missing
SpAD_EA.ri.numeric52 unique values
0 missing
Eig10_EA.ri.numeric42 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
XMODnumeric48 unique values
0 missing
HVcpxnumeric40 unique values
0 missing
DELSnumeric53 unique values
0 missing
ATS1mnumeric46 unique values
0 missing
IDEnumeric40 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS1snumeric49 unique values
0 missing
Yindexnumeric40 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SpMax8_Bh.s.numeric47 unique values
0 missing
P_VSA_MR_5numeric41 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS1enumeric47 unique values
0 missing
nCsp3numeric12 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS1inumeric44 unique values
0 missing
P_VSA_s_4numeric30 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS2enumeric47 unique values
0 missing
ATSC3vnumeric51 unique values
0 missing
DLS_04numeric7 unique values
0 missing
ATS2inumeric48 unique values
0 missing
DBInumeric24 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS2pnumeric49 unique values
0 missing
Eig03_AEA.dm.numeric32 unique values
0 missing
DLS_06numeric4 unique values
0 missing
ATS2vnumeric47 unique values
0 missing
Eig15_AEA.dm.numeric41 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ATS3enumeric46 unique values
0 missing
SpMax8_Bh.e.numeric39 unique values
0 missing
DLS_consnumeric21 unique values
0 missing
ATS3inumeric50 unique values
0 missing
SpMax8_Bh.i.numeric40 unique values
0 missing
Eig01_AEA.bo.numeric25 unique values
0 missing
ATS3vnumeric49 unique values
0 missing
SpMin3_Bh.s.numeric44 unique values
0 missing
Eig01_AEA.dm.numeric26 unique values
0 missing
ATS4enumeric51 unique values
0 missing
ATS7vnumeric52 unique values
0 missing
Eig01_AEA.ed.numeric25 unique values
0 missing
ATS4inumeric51 unique values
0 missing
ATS8mnumeric53 unique values
0 missing
Eig01_AEA.ri.numeric35 unique values
0 missing
ATS4vnumeric52 unique values
0 missing
SpMin8_Bh.e.numeric49 unique values
0 missing
Eig01_EAnumeric25 unique values
0 missing
ATS7enumeric52 unique values
0 missing
SpMin8_Bh.p.numeric49 unique values
0 missing
Eig01_EA.bo.numeric26 unique values
0 missing
ATS7inumeric51 unique values
0 missing
SpMin8_Bh.v.numeric46 unique values
0 missing
Eig01_EA.dm.numeric14 unique values
0 missing
ATS7mnumeric51 unique values
0 missing
SpMax2_Bh.i.numeric29 unique values
0 missing
Eig01_EA.ed.numeric27 unique values
0 missing
ATS8enumeric49 unique values
0 missing
ATS4snumeric50 unique values
0 missing
Eig01_EA.ri.numeric36 unique values
0 missing
ATS8inumeric50 unique values
0 missing
ATS6snumeric52 unique values
0 missing
Eig02_AEA.bo.numeric22 unique values
0 missing
ATS8snumeric50 unique values
0 missing
ATSC8mnumeric53 unique values
0 missing
Eig02_AEA.dm.numeric29 unique values
0 missing
ATSC3mnumeric51 unique values
0 missing
P_VSA_e_2numeric47 unique values
0 missing
Eig02_AEA.ed.numeric23 unique values
0 missing
ATSC4mnumeric53 unique values
0 missing
SpMaxA_EA.ed.numeric36 unique values
0 missing
Eig02_AEA.ri.numeric31 unique values
0 missing
ATSC7mnumeric53 unique values
0 missing
SpMax7_Bh.v.numeric47 unique values
0 missing
Eig02_EAnumeric24 unique values
0 missing
BIDnumeric28 unique values
0 missing
SpMax8_Bh.v.numeric45 unique values
0 missing
Eig02_EA.bo.numeric22 unique values
0 missing
CENTnumeric40 unique values
0 missing
SM04_AEA.bo.numeric38 unique values
0 missing
Eig02_EA.dm.numeric12 unique values
0 missing
Chi0_AEA.bo.numeric37 unique values
0 missing
SM05_AEA.bo.numeric39 unique values
0 missing
Eig02_EA.ed.numeric24 unique values
0 missing
Chi0_AEA.dm.numeric37 unique values
0 missing
SpAD_EA.bo.numeric42 unique values
0 missing
Eig02_EA.ri.numeric29 unique values
0 missing
Chi0_AEA.ed.numeric37 unique values
0 missing
P_VSA_m_2numeric47 unique values
0 missing
Eig03_AEA.ed.numeric21 unique values
0 missing
Chi0_AEA.ri.numeric37 unique values
0 missing
SpMin5_Bh.s.numeric36 unique values
0 missing
Eig03_EAnumeric34 unique values
0 missing
Chi0_EAnumeric37 unique values
0 missing
SsOHnumeric50 unique values
0 missing
Eig03_EA.bo.numeric34 unique values
0 missing
Chi0_EA.bo.numeric40 unique values
0 missing
AECCnumeric37 unique values
0 missing
Eig03_EA.dm.numeric10 unique values
0 missing
Chi0_EA.ri.numeric50 unique values
0 missing
DECCnumeric38 unique values
0 missing
Eig03_EA.ed.numeric24 unique values
0 missing
Chi1_AEA.bo.numeric38 unique values
0 missing
ICRnumeric35 unique values
0 missing
Eig04_AEA.bo.numeric39 unique values
0 missing
Chi1_AEA.dm.numeric38 unique values
0 missing
SpMax8_Bh.m.numeric46 unique values
0 missing
Eig04_AEA.dm.numeric36 unique values
0 missing
Chi1_AEA.ed.numeric38 unique values
0 missing
Eig06_AEA.bo.numeric36 unique values
0 missing
Eig04_AEA.ed.numeric35 unique values
0 missing
Chi1_AEA.ri.numeric38 unique values
0 missing
Eig06_EA.bo.numeric36 unique values
0 missing
Eig04_AEA.ri.numeric40 unique values
0 missing
Chi1_EAnumeric38 unique values
0 missing
Eig07_AEA.dm.numeric37 unique values
0 missing
Eig04_EAnumeric37 unique values
0 missing
CIDnumeric34 unique values
0 missing
Eig05_AEA.dm.numeric42 unique values
0 missing
Eig04_EA.bo.numeric35 unique values
0 missing
CSInumeric39 unique values
0 missing
GATS1enumeric44 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
Eig08_AEA.ri.numeric46 unique values
0 missing
S2Knumeric48 unique values
0 missing
Eig04_EA.ed.numeric37 unique values
0 missing
Eig08_EAnumeric37 unique values
0 missing
S3Knumeric48 unique values
0 missing
Eig04_EA.ri.numeric44 unique values
0 missing
Eig08_EA.ri.numeric46 unique values
0 missing
Uindexnumeric40 unique values
0 missing
Eig09_AEA.ri.numeric46 unique values
0 missing
SpMin5_Bh.i.numeric42 unique values
0 missing
Eig09_EA.ri.numeric45 unique values
0 missing
ATS6enumeric53 unique values
0 missing
Eig11_AEA.ri.numeric41 unique values
0 missing
MSDnumeric40 unique values
0 missing
Eig12_AEA.dm.numeric40 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
Eig12_EA.ed.numeric33 unique values
0 missing
MATS3pnumeric46 unique values
0 missing
Eig14_AEA.bo.numeric36 unique values
0 missing
Eig03_AEA.ri.numeric45 unique values
0 missing
Eig14_AEA.ri.numeric44 unique values
0 missing
P_VSA_LogP_2numeric22 unique values
0 missing
Eig14_EAnumeric32 unique values
0 missing
GGI10numeric28 unique values
0 missing
Eig14_EA.ed.numeric35 unique values
0 missing
ATSC8snumeric53 unique values
0 missing
Eig14_EA.ri.numeric42 unique values
0 missing
Eig06_EA.ed.numeric30 unique values
0 missing
Eig15_AEA.ri.numeric46 unique values
0 missing
SM15_AEA.dm.numeric30 unique values
0 missing
Eig15_EA.bo.numeric38 unique values
0 missing
SpAD_EA.ed.numeric40 unique values
0 missing
Eig15_EA.ed.numeric36 unique values
0 missing
X5numeric40 unique values
0 missing
Eta_alphanumeric43 unique values
0 missing
X5solnumeric40 unique values
0 missing
GGI8numeric31 unique values
0 missing
SpMin3_Bh.m.numeric43 unique values
0 missing
GMTInumeric40 unique values
0 missing
GATS7inumeric44 unique values
0 missing
HDcpxnumeric36 unique values
0 missing
Eig05_EA.bo.numeric31 unique values
0 missing
IACnumeric46 unique values
0 missing
SM15_AEA.ri.numeric31 unique values
0 missing
IDDMnumeric38 unique values
0 missing
AACnumeric44 unique values
0 missing
IDETnumeric40 unique values
0 missing
ALOGPnumeric50 unique values
0 missing
IDMnumeric39 unique values
0 missing
ALOGP2numeric50 unique values
0 missing
IDMTnumeric40 unique values
0 missing
AMRnumeric50 unique values
0 missing
IVDMnumeric32 unique values
0 missing
AMWnumeric46 unique values
0 missing
LPRSnumeric39 unique values
0 missing
ARRnumeric27 unique values
0 missing
nBTnumeric30 unique values
0 missing
ATS1pnumeric47 unique values
0 missing
nSKnumeric21 unique values
0 missing
ATS2mnumeric49 unique values
0 missing
ON0numeric29 unique values
0 missing
ATS3mnumeric51 unique values
0 missing
Psi_e_0numeric53 unique values
0 missing
ATS3snumeric50 unique values
0 missing
Psi_i_0numeric49 unique values
0 missing
ATS5mnumeric48 unique values
0 missing
Psi_i_1numeric49 unique values
0 missing
ATS5pnumeric52 unique values
0 missing
RDCHInumeric40 unique values
0 missing
ATS5snumeric50 unique values
0 missing
S0Knumeric31 unique values
0 missing
ATS6pnumeric52 unique values
0 missing
SAtotnumeric47 unique values
0 missing
ATS7snumeric50 unique values
0 missing
Senumeric46 unique values
0 missing
ATSC1enumeric39 unique values
0 missing
Sinumeric46 unique values
0 missing
ATSC1pnumeric47 unique values
0 missing
SM02_AEA.dm.numeric37 unique values
0 missing
ATSC1snumeric49 unique values
0 missing
SM07_AEA.ri.numeric33 unique values
0 missing
ATSC1vnumeric47 unique values
0 missing
SM08_AEA.dm.numeric32 unique values
0 missing
ATSC2enumeric46 unique values
0 missing
SM09_AEA.ri.numeric35 unique values
0 missing
ATSC2pnumeric49 unique values
0 missing
SM10_AEA.ri.numeric36 unique values
0 missing
ATSC2snumeric51 unique values
0 missing
SMTInumeric40 unique values
0 missing
ATSC2vnumeric49 unique values
0 missing
SPInumeric39 unique values
0 missing
ATSC3enumeric49 unique values
0 missing
SpMax5_Bh.e.numeric49 unique values
0 missing
ATSC3pnumeric50 unique values
0 missing
SpMax5_Bh.i.numeric45 unique values
0 missing
ATSC3snumeric51 unique values
0 missing
SpMax5_Bh.m.numeric45 unique values
0 missing
ATSC4enumeric50 unique values
0 missing
SpMax5_Bh.v.numeric47 unique values
0 missing
ATSC4pnumeric53 unique values
0 missing
SpMaxA_AEA.bo.numeric30 unique values
0 missing
ATSC4snumeric53 unique values
0 missing
SpMaxA_AEA.dm.numeric33 unique values
0 missing
ATSC4vnumeric53 unique values
0 missing
SpMaxA_AEA.ed.numeric31 unique values
0 missing
ATSC5enumeric52 unique values
0 missing
SpMaxA_AEA.ri.numeric32 unique values
0 missing
ATSC5inumeric52 unique values
0 missing
SpMaxA_EAnumeric31 unique values
0 missing
ATSC5pnumeric52 unique values
0 missing
SpMin3_Bh.i.numeric33 unique values
0 missing
ATSC5snumeric53 unique values
0 missing
SpMin4_Bh.i.numeric38 unique values
0 missing
ATSC5vnumeric52 unique values
0 missing
SpMin4_Bh.p.numeric41 unique values
0 missing
ATSC6enumeric52 unique values
0 missing
SpMin6_Bh.p.numeric44 unique values
0 missing
ATSC6inumeric52 unique values
0 missing
SpMin6_Bh.v.numeric39 unique values
0 missing
ATSC6pnumeric53 unique values
0 missing
TIC0numeric46 unique values
0 missing
ATSC6snumeric52 unique values
0 missing
TIC1numeric49 unique values
0 missing
ATSC6vnumeric53 unique values
0 missing
TIC2numeric52 unique values
0 missing
ATSC7enumeric50 unique values
0 missing
TIC3numeric47 unique values
0 missing
ATSC7pnumeric53 unique values
0 missing
TIC4numeric46 unique values
0 missing
ATSC7snumeric53 unique values
0 missing
TIC5numeric46 unique values
0 missing
BACnumeric20 unique values
0 missing
X0numeric32 unique values
0 missing
BBInumeric23 unique values
0 missing
X0solnumeric34 unique values
0 missing
BIC0numeric41 unique values
0 missing
X1numeric36 unique values
0 missing
BIC1numeric43 unique values
0 missing
X1Kupnumeric48 unique values
0 missing
BIC2numeric49 unique values
0 missing
X1Madnumeric50 unique values
0 missing
BIC3numeric43 unique values
0 missing
X1MulPernumeric51 unique values
0 missing
BIC4numeric38 unique values
0 missing
X1Pernumeric50 unique values
0 missing
BIC5numeric40 unique values
0 missing
X1solnumeric37 unique values
0 missing
BLInumeric45 unique values
0 missing
X1vnumeric48 unique values
0 missing
BLTA96numeric45 unique values
0 missing
X2vnumeric51 unique values
0 missing
BLTD48numeric45 unique values
0 missing
X3vnumeric53 unique values
0 missing
BLTF96numeric44 unique values
0 missing
Xunumeric40 unique values
0 missing
C.numeric30 unique values
0 missing
Eig09_AEA.ed.numeric34 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig13_AEA.ri.numeric47 unique values
0 missing
C.002numeric9 unique values
0 missing
Eig13_EAnumeric33 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig13_EA.ri.numeric43 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig14_EA.bo.numeric35 unique values
0 missing
C.006numeric5 unique values
0 missing
IC4numeric46 unique values
0 missing
C.008numeric6 unique values
0 missing
SM07_AEA.dm.numeric33 unique values
0 missing
C.009numeric3 unique values
0 missing
SpMin2_Bh.s.numeric42 unique values
0 missing
C.011numeric2 unique values
0 missing
X4vnumeric53 unique values
0 missing
C.016numeric2 unique values
0 missing
X5vnumeric53 unique values
0 missing
C.019numeric2 unique values
0 missing
Chi1_EA.ri.numeric52 unique values
0 missing
C.024numeric10 unique values
0 missing
Dznumeric41 unique values
0 missing
C.026numeric3 unique values
0 missing
Eig12_EA.ri.numeric42 unique values
0 missing
C.027numeric3 unique values
0 missing
IC5numeric45 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig12_AEA.ri.numeric42 unique values
0 missing
C.029numeric2 unique values
0 missing
nCsnumeric10 unique values
0 missing
C.030numeric2 unique values
0 missing
SM02_EA.ri.numeric45 unique values
0 missing
C.031numeric2 unique values
0 missing
SpAD_AEA.ri.numeric51 unique values
0 missing
C.032numeric2 unique values
0 missing
TIEnumeric53 unique values
0 missing
C.033numeric3 unique values
0 missing
ATSC8enumeric53 unique values
0 missing
C.034numeric4 unique values
0 missing
Eig09_EA.ed.numeric37 unique values
0 missing
C.035numeric2 unique values
0 missing
SM04_AEA.ri.numeric37 unique values
0 missing
C.036numeric2 unique values
0 missing
ATS1vnumeric47 unique values
0 missing
C.040numeric4 unique values
0 missing
ATS3pnumeric51 unique values
0 missing
C.041numeric2 unique values
0 missing
ATS5enumeric48 unique values
0 missing
C.042numeric2 unique values
0 missing
ATS5inumeric50 unique values
0 missing
C.043numeric2 unique values
0 missing
ATS6vnumeric51 unique values
0 missing
C.044numeric3 unique values
0 missing
ATSC1mnumeric47 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
ATSC2mnumeric49 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
ATSC3inumeric50 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
ATSC7inumeric51 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
ATSC7vnumeric53 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
ATSC8inumeric51 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
ATSC8vnumeric53 unique values
0 missing
CATS2D_01_LLnumeric14 unique values
0 missing
ISIZnumeric28 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
nATnumeric28 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
SpMin4_Bh.e.numeric38 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
Svnumeric46 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
ATSC5mnumeric52 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eig07_AEA.ri.numeric49 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eig07_EA.ri.numeric50 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
Eta_C_Anumeric51 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
ATS5vnumeric51 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
ATS6inumeric52 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
ATSC1inumeric44 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
ATSC2inumeric49 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
ECCnumeric38 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
MDDDnumeric40 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
ON0Vnumeric44 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
ON1numeric33 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
SpMax4_Bh.p.numeric50 unique values
0 missing
CATS2D_03_DAnumeric9 unique values
0 missing
SpMax7_Bh.i.numeric45 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
SpMin3_Bh.e.numeric38 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
SpMin5_Bh.p.numeric44 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
SpMin5_Bh.v.numeric44 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
SpMin8_Bh.i.numeric45 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
ATS7pnumeric53 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
SpMin2_Bh.p.numeric46 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
P_VSA_i_2numeric47 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
SpMax2_Bh.e.numeric35 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
ATS4mnumeric51 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
SpMax6_Bh.i.numeric47 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
SpMin5_Bh.m.numeric38 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
SpMin6_Bh.e.numeric40 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
P_VSA_p_3numeric47 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
P_VSA_v_3numeric47 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
C.025numeric5 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
P_VSA_MR_2numeric17 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
ATSC8pnumeric53 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
ATS4pnumeric51 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
ATSC4inumeric52 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
Chi0_EA.ed.numeric40 unique values
0 missing
CATS2D_05_LLnumeric11 unique values
0 missing
Chi1_EA.ed.numeric40 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
Eig10_EA.bo.numeric37 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
ON1Vnumeric48 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
Spnumeric46 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
SpMax3_Bh.i.numeric45 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
SpMax3_Bh.v.numeric38 unique values
0 missing
CATS2D_06_DAnumeric7 unique values
0 missing
SpMax5_Bh.p.numeric46 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
SpMin4_Bh.m.numeric47 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
SpMin4_Bh.v.numeric40 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
SpMin8_Bh.m.numeric42 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
UNIPnumeric35 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
VARnumeric35 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CATS2D_03_LLnumeric16 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
Eig10_AEA.ri.numeric45 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
Eig07_EAnumeric38 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
IDDEnumeric34 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
SM15_AEA.bo.numeric38 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
Eig09_AEA.bo.numeric38 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
Eig09_EA.bo.numeric34 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
Eig03_AEA.bo.numeric34 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
SpMax6_Bh.m.numeric50 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
ATS2snumeric49 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
D.Dtr06numeric38 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
ATS8pnumeric53 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
SpMax7_Bh.m.numeric48 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
Eig08_AEA.dm.numeric39 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
SpMax7_Bh.e.numeric44 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
Psi_e_1numeric53 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
SpMin2_Bh.e.numeric46 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
SpMin2_Bh.i.numeric44 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
Eig03_EA.ri.numeric44 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
Eta_Bnumeric29 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
SpMin7_Bh.p.numeric44 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
P_VSA_i_3numeric41 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
Eig10_AEA.bo.numeric39 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
Eig15_EAnumeric35 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
Eig15_EA.ri.numeric44 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
SM09_AEA.dm.numeric35 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
ATSC6mnumeric53 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
ATS8vnumeric53 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
Eig10_EAnumeric38 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
Eig10_EA.ed.numeric39 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
Eig11_AEA.bo.numeric32 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
Eig11_AEA.dm.numeric40 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
Eig11_EAnumeric30 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
Eig11_EA.bo.numeric31 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
Eig11_EA.ed.numeric38 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
Eig11_EA.ri.numeric39 unique values
0 missing
Chi0_EA.dm.numeric39 unique values
0 missing
Eig12_AEA.bo.numeric38 unique values
0 missing
Chi1_EA.bo.numeric40 unique values
0 missing
Eig12_EAnumeric29 unique values
0 missing
Chi1_EA.dm.numeric40 unique values
0 missing
Eig12_EA.bo.numeric38 unique values
0 missing
CIC0numeric45 unique values
0 missing
Eig14_AEA.dm.numeric38 unique values
0 missing
CIC1numeric48 unique values
0 missing
Eig15_AEA.bo.numeric39 unique values
0 missing
CIC2numeric52 unique values
0 missing
RDSQnumeric40 unique values
0 missing
CIC3numeric47 unique values
0 missing
SM04_AEA.dm.numeric38 unique values
0 missing
CIC4numeric44 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
57
Number of instances (rows) of the dataset.
NumberOfFeatures
565
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
564
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
9.91
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
6.66
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
2.62
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.72
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
752.88
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
1.62
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.73
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.71
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
57
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.6
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
40995
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
32.41
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
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.83
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.55
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
7.55
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.02
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
5.06
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
181323.52
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.13
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
3.99
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
0.65
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
16.57
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
205.82
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.28
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.77
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.32
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-CHEMBL1910
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1910
0 runs - estimation_procedure: 50 times Clustering
Define a new task