Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL5983 (TID: 102631), and it has 70 rows and 610 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.

612 features

pXC50 (target)numeric64 unique values
0 missing
molecule_id (row identifier)nominal70 unique values
0 missing
SpMax_AEA.bo.numeric46 unique values
0 missing
DLS_consnumeric15 unique values
0 missing
GATS2enumeric56 unique values
0 missing
SpMax_EA.bo.numeric38 unique values
0 missing
Dznumeric47 unique values
0 missing
NssOnumeric4 unique values
0 missing
CENTnumeric60 unique values
0 missing
Eig01_AEA.ed.numeric40 unique values
0 missing
O.060numeric4 unique values
0 missing
CIDnumeric50 unique values
0 missing
Eig01_AEA.ri.numeric47 unique values
0 missing
SssOnumeric29 unique values
0 missing
D.Dtr05numeric20 unique values
0 missing
Eig01_EAnumeric45 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GNarnumeric40 unique values
0 missing
Eig01_EA.ed.numeric46 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
LPRSnumeric61 unique values
0 missing
Eig01_EA.ri.numeric48 unique values
0 missing
SpMaxA_EA.ri.numeric38 unique values
0 missing
ON1numeric48 unique values
0 missing
Eig02_AEA.ed.numeric52 unique values
0 missing
C.005numeric3 unique values
0 missing
X1numeric49 unique values
0 missing
Eig02_EA.dm.numeric17 unique values
0 missing
ICRnumeric51 unique values
0 missing
PW5numeric33 unique values
0 missing
Eig02_EA.ed.numeric56 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
SpDiam_AEA.bo.numeric55 unique values
0 missing
Eig03_AEA.bo.numeric57 unique values
0 missing
SdOnumeric68 unique values
0 missing
Eig01_EA.dm.numeric14 unique values
0 missing
Eig03_AEA.ed.numeric51 unique values
0 missing
RDCHInumeric59 unique values
0 missing
SpDiam_EA.dm.numeric17 unique values
0 missing
Eig03_AEA.ri.numeric64 unique values
0 missing
nArORnumeric4 unique values
0 missing
SpMax_EA.dm.numeric14 unique values
0 missing
Eig03_EAnumeric56 unique values
0 missing
Chi1_EA.ed.numeric58 unique values
0 missing
CSInumeric60 unique values
0 missing
Eig03_EA.bo.numeric56 unique values
0 missing
Eig09_AEA.bo.numeric62 unique values
0 missing
ECCnumeric55 unique values
0 missing
Eig03_EA.dm.numeric14 unique values
0 missing
GATS3enumeric56 unique values
0 missing
MDDDnumeric60 unique values
0 missing
Eig03_EA.ed.numeric55 unique values
0 missing
SNarnumeric44 unique values
0 missing
Eig12_EAnumeric54 unique values
0 missing
Eig03_EA.ri.numeric61 unique values
0 missing
Xtnumeric42 unique values
0 missing
Eig12_EA.bo.numeric62 unique values
0 missing
Eig04_AEA.bo.numeric56 unique values
0 missing
GMTInumeric61 unique values
0 missing
SM06_AEA.dm.numeric54 unique values
0 missing
Eig04_AEA.ed.numeric53 unique values
0 missing
AECCnumeric59 unique values
0 missing
X1Madnumeric60 unique values
0 missing
Eig04_AEA.ri.numeric64 unique values
0 missing
SpMax2_Bh.v.numeric45 unique values
0 missing
ATS6mnumeric64 unique values
0 missing
Eig04_EAnumeric57 unique values
0 missing
SpMaxA_AEA.bo.numeric44 unique values
0 missing
GATS1inumeric55 unique values
0 missing
Eig04_EA.bo.numeric57 unique values
0 missing
SpMaxA_AEA.ed.numeric42 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
Eig04_EA.dm.numeric12 unique values
0 missing
SpMaxA_EAnumeric39 unique values
0 missing
SpMax1_Bh.p.numeric43 unique values
0 missing
Eig04_EA.ed.numeric55 unique values
0 missing
SpMaxA_EA.bo.numeric45 unique values
0 missing
HNarnumeric40 unique values
0 missing
Eig04_EA.ri.numeric59 unique values
0 missing
MSDnumeric60 unique values
0 missing
SM07_EA.bo.numeric53 unique values
0 missing
Eig05_AEA.dm.numeric62 unique values
0 missing
ATS3inumeric59 unique values
0 missing
X0Anumeric34 unique values
0 missing
Eig05_AEA.ed.numeric57 unique values
0 missing
Eig09_EA.bo.numeric60 unique values
0 missing
SM08_EA.dm.numeric27 unique values
0 missing
Eig05_EAnumeric57 unique values
0 missing
Eig09_EA.ri.numeric67 unique values
0 missing
SM10_EA.dm.numeric25 unique values
0 missing
Eig05_EA.dm.numeric9 unique values
0 missing
GATS2snumeric56 unique values
0 missing
JGTnumeric58 unique values
0 missing
Eig05_EA.ed.numeric59 unique values
0 missing
SpMaxA_AEA.ri.numeric42 unique values
0 missing
SpMax1_Bh.e.numeric45 unique values
0 missing
Eig06_AEA.bo.numeric53 unique values
0 missing
Vindexnumeric40 unique values
0 missing
PHInumeric58 unique values
0 missing
Eig06_AEA.dm.numeric57 unique values
0 missing
Xindexnumeric50 unique values
0 missing
SsssNnumeric23 unique values
0 missing
Eig06_AEA.ed.numeric58 unique values
0 missing
MATS2enumeric54 unique values
0 missing
ATSC6snumeric69 unique values
0 missing
Eig06_AEA.ri.numeric61 unique values
0 missing
HVcpxnumeric58 unique values
0 missing
Chi0_EA.ed.numeric59 unique values
0 missing
Eig06_EAnumeric57 unique values
0 missing
Eig05_EA.bo.numeric58 unique values
0 missing
GATS7enumeric68 unique values
0 missing
Eig06_EA.bo.numeric52 unique values
0 missing
Eig13_AEA.bo.numeric54 unique values
0 missing
SdSnumeric19 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
SM15_AEA.ri.numeric58 unique values
0 missing
RBNnumeric10 unique values
0 missing
Eig06_EA.ed.numeric60 unique values
0 missing
Eig09_AEA.ri.numeric64 unique values
0 missing
PDInumeric44 unique values
0 missing
Eig06_EA.ri.numeric61 unique values
0 missing
P_VSA_LogP_5numeric37 unique values
0 missing
ZM1Madnumeric57 unique values
0 missing
Eig07_AEA.bo.numeric51 unique values
0 missing
SpMin2_Bh.i.numeric37 unique values
0 missing
LLS_01numeric6 unique values
0 missing
Eig07_AEA.dm.numeric55 unique values
0 missing
Eig08_EA.ri.numeric53 unique values
0 missing
MAXDNnumeric66 unique values
0 missing
Eig07_AEA.ed.numeric55 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
AACnumeric50 unique values
0 missing
Eig07_AEA.ri.numeric58 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
ALOGPnumeric59 unique values
0 missing
Eig07_EAnumeric51 unique values
0 missing
SM02_EA.dm.numeric31 unique values
0 missing
ALOGP2numeric59 unique values
0 missing
Eig07_EA.ed.numeric55 unique values
0 missing
SpMax1_Bh.s.numeric14 unique values
0 missing
AMRnumeric59 unique values
0 missing
Eig07_EA.ri.numeric59 unique values
0 missing
SpMax2_Bh.p.numeric41 unique values
0 missing
AMWnumeric57 unique values
0 missing
Eig08_AEA.ri.numeric47 unique values
0 missing
D.Dtr06numeric61 unique values
0 missing
ARRnumeric25 unique values
0 missing
Eig11_AEA.dm.numeric62 unique values
0 missing
Eig14_AEA.bo.numeric48 unique values
0 missing
ATS1mnumeric55 unique values
0 missing
Eig11_AEA.ed.numeric47 unique values
0 missing
SpMax2_Bh.i.numeric40 unique values
0 missing
ATS1snumeric58 unique values
0 missing
Eig11_EAnumeric46 unique values
0 missing
SpMin2_Bh.v.numeric49 unique values
0 missing
ATS2inumeric59 unique values
0 missing
Eig11_EA.bo.numeric55 unique values
0 missing
X3solnumeric60 unique values
0 missing
ATS2mnumeric59 unique values
0 missing
Eig11_EA.ed.numeric50 unique values
0 missing
MATS3pnumeric56 unique values
0 missing
ATS2snumeric62 unique values
0 missing
Eig11_EA.ri.numeric59 unique values
0 missing
Eig02_AEA.dm.numeric44 unique values
0 missing
ATS2vnumeric59 unique values
0 missing
Eig12_AEA.dm.numeric53 unique values
0 missing
ATS1pnumeric56 unique values
0 missing
ATS3mnumeric60 unique values
0 missing
Eig12_AEA.ed.numeric47 unique values
0 missing
ATS1vnumeric56 unique values
0 missing
ATS3pnumeric59 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
ATS2pnumeric57 unique values
0 missing
ATS3snumeric65 unique values
0 missing
Eig12_EA.ed.numeric52 unique values
0 missing
ATS3enumeric59 unique values
0 missing
ATS3vnumeric60 unique values
0 missing
Eig13_AEA.dm.numeric60 unique values
0 missing
ATS8pnumeric68 unique values
0 missing
ATS4enumeric63 unique values
0 missing
Eig13_AEA.ed.numeric51 unique values
0 missing
Eig09_AEA.dm.numeric57 unique values
0 missing
ATS4inumeric61 unique values
0 missing
Eig13_EAnumeric48 unique values
0 missing
Spnumeric56 unique values
0 missing
ATS4mnumeric68 unique values
0 missing
Eig13_EA.bo.numeric56 unique values
0 missing
SpMax7_Bh.e.numeric54 unique values
0 missing
ATS4pnumeric66 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
SpMax7_Bh.i.numeric48 unique values
0 missing
ATS4snumeric66 unique values
0 missing
Eig13_EA.ed.numeric54 unique values
0 missing
SpMin7_Bh.e.numeric49 unique values
0 missing
ATS4vnumeric67 unique values
0 missing
Eig13_EA.ri.numeric60 unique values
0 missing
SpMin7_Bh.p.numeric47 unique values
0 missing
ATS5enumeric67 unique values
0 missing
Eig14_AEA.dm.numeric59 unique values
0 missing
SpMin7_Bh.v.numeric46 unique values
0 missing
ATS5inumeric64 unique values
0 missing
Eig14_AEA.ed.numeric48 unique values
0 missing
X1Kupnumeric61 unique values
0 missing
ATS5pnumeric67 unique values
0 missing
Eig14_AEA.ri.numeric47 unique values
0 missing
X1MulPernumeric60 unique values
0 missing
ATS5snumeric69 unique values
0 missing
Eig14_EAnumeric43 unique values
0 missing
X1Pernumeric63 unique values
0 missing
ATS5vnumeric68 unique values
0 missing
Eig14_EA.bo.numeric51 unique values
0 missing
SpMAD_AEA.dm.numeric59 unique values
0 missing
ATS6enumeric68 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
SpMax7_Bh.m.numeric57 unique values
0 missing
ATS6inumeric67 unique values
0 missing
Eig14_EA.ed.numeric48 unique values
0 missing
SpMax7_Bh.v.numeric55 unique values
0 missing
ATS6pnumeric65 unique values
0 missing
Eig14_EA.ri.numeric51 unique values
0 missing
Chi1_AEA.bo.numeric59 unique values
0 missing
ATS6snumeric66 unique values
0 missing
Eig15_AEA.dm.numeric52 unique values
0 missing
Chi1_AEA.dm.numeric59 unique values
0 missing
ATS6vnumeric67 unique values
0 missing
Eig15_AEA.ri.numeric58 unique values
0 missing
Chi1_AEA.ed.numeric59 unique values
0 missing
ATS7enumeric66 unique values
0 missing
Eig15_EAnumeric43 unique values
0 missing
Chi1_AEA.ri.numeric59 unique values
0 missing
ATS7inumeric65 unique values
0 missing
Eig15_EA.bo.numeric56 unique values
0 missing
Chi1_EAnumeric59 unique values
0 missing
ATS7mnumeric68 unique values
0 missing
Eig15_EA.dm.numeric4 unique values
0 missing
Eig10_AEA.bo.numeric50 unique values
0 missing
ATS7pnumeric67 unique values
0 missing
Eig15_EA.ed.numeric53 unique values
0 missing
Eig10_AEA.ri.numeric53 unique values
0 missing
ATS7snumeric69 unique values
0 missing
Eig15_EA.ri.numeric55 unique values
0 missing
SMTIVnumeric65 unique values
0 missing
ATS7vnumeric68 unique values
0 missing
Eta_alpha_Anumeric36 unique values
0 missing
Yindexnumeric55 unique values
0 missing
ATS8enumeric68 unique values
0 missing
Eta_Bnumeric41 unique values
0 missing
SpMAD_AEA.bo.numeric52 unique values
0 missing
ATS8inumeric67 unique values
0 missing
Eta_betanumeric42 unique values
0 missing
SpMAD_AEA.ri.numeric54 unique values
0 missing
ATS8mnumeric68 unique values
0 missing
Eta_beta_Anumeric51 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
ATS8snumeric68 unique values
0 missing
Eta_betaPnumeric23 unique values
0 missing
SM04_EA.dm.numeric31 unique values
0 missing
ATSC1enumeric54 unique values
0 missing
Eta_betaP_Anumeric48 unique values
0 missing
ATSC1pnumeric57 unique values
0 missing
ATSC1inumeric56 unique values
0 missing
Eta_betaSnumeric39 unique values
0 missing
ATSC8vnumeric69 unique values
0 missing
ATSC1mnumeric57 unique values
0 missing
Eta_Cnumeric69 unique values
0 missing
Eig05_AEA.bo.numeric55 unique values
0 missing
ATSC1snumeric60 unique values
0 missing
Eta_C_Anumeric65 unique values
0 missing
Eig08_AEA.ed.numeric48 unique values
0 missing
ATSC1vnumeric57 unique values
0 missing
Eta_epsinumeric56 unique values
0 missing
MATS7vnumeric63 unique values
0 missing
ATSC2enumeric56 unique values
0 missing
Eta_epsi_Anumeric51 unique values
0 missing
SpMAD_EA.ri.numeric53 unique values
0 missing
ATSC2inumeric59 unique values
0 missing
Eta_Fnumeric69 unique values
0 missing
SpMax3_Bh.p.numeric49 unique values
0 missing
ATSC2mnumeric59 unique values
0 missing
Eta_F_Anumeric65 unique values
0 missing
SpMax3_Bh.v.numeric56 unique values
0 missing
ATSC2snumeric66 unique values
0 missing
Eta_FLnumeric55 unique values
0 missing
SpMin3_Bh.e.numeric47 unique values
0 missing
ATSC3enumeric58 unique values
0 missing
Eta_FL_Anumeric48 unique values
0 missing
SpMin3_Bh.i.numeric40 unique values
0 missing
ATSC3inumeric58 unique values
0 missing
Eta_L_Anumeric48 unique values
0 missing
SpMin4_Bh.m.numeric57 unique values
0 missing
ATSC3snumeric69 unique values
0 missing
Eta_sh_xnumeric15 unique values
0 missing
Wapnumeric52 unique values
0 missing
ATSC4enumeric65 unique values
0 missing
Eta_sh_ynumeric49 unique values
0 missing
Eig02_EAnumeric57 unique values
0 missing
ATSC4inumeric63 unique values
0 missing
F.083numeric2 unique values
0 missing
SM10_AEA.bo.numeric57 unique values
0 missing
ATSC4mnumeric69 unique values
0 missing
Eig01_AEA.dm.numeric36 unique values
0 missing
ATSC4snumeric69 unique values
0 missing
SpDiam_AEA.dm.numeric36 unique values
0 missing
ATSC5enumeric65 unique values
0 missing
SpMax_AEA.dm.numeric36 unique values
0 missing
ATSC5inumeric67 unique values
0 missing
DECCnumeric59 unique values
0 missing
ATSC5mnumeric69 unique values
0 missing
SpMax7_Bh.p.numeric50 unique values
0 missing
ATSC5pnumeric68 unique values
0 missing
S2Knumeric58 unique values
0 missing
ATSC5snumeric69 unique values
0 missing
SpMin4_Bh.s.numeric52 unique values
0 missing
ATSC5vnumeric69 unique values
0 missing
SpMaxA_EA.ed.numeric45 unique values
0 missing
ATSC6enumeric65 unique values
0 missing
SpMin2_Bh.e.numeric49 unique values
0 missing
ATSC6inumeric66 unique values
0 missing
SpMAD_AEA.ed.numeric59 unique values
0 missing
ATSC6mnumeric68 unique values
0 missing
Eig09_AEA.ed.numeric60 unique values
0 missing
ATSC6pnumeric68 unique values
0 missing
IVDEnumeric44 unique values
0 missing
ATSC6vnumeric68 unique values
0 missing
SpMAD_EAnumeric48 unique values
0 missing
ATSC7enumeric66 unique values
0 missing
SpMAD_EA.ed.numeric59 unique values
0 missing
ATSC7inumeric65 unique values
0 missing
MATS3vnumeric51 unique values
0 missing
ATSC7mnumeric69 unique values
0 missing
GATS7vnumeric66 unique values
0 missing
ATSC7pnumeric69 unique values
0 missing
SpMaxA_AEA.dm.numeric35 unique values
0 missing
ATSC7snumeric69 unique values
0 missing
Eig05_AEA.ri.numeric62 unique values
0 missing
ATSC7vnumeric69 unique values
0 missing
Eig05_EA.ri.numeric65 unique values
0 missing
ATSC8enumeric68 unique values
0 missing
SpMax2_Bh.e.numeric42 unique values
0 missing
ATSC8inumeric69 unique values
0 missing
SpMin2_Bh.p.numeric43 unique values
0 missing
ATSC8mnumeric69 unique values
0 missing
Chi0_AEA.bo.numeric49 unique values
0 missing
ATSC8snumeric69 unique values
0 missing
Chi0_AEA.dm.numeric49 unique values
0 missing
BACnumeric30 unique values
0 missing
Chi0_AEA.ed.numeric49 unique values
0 missing
BBInumeric32 unique values
0 missing
Chi0_AEA.ri.numeric49 unique values
0 missing
BIC0numeric42 unique values
0 missing
Chi0_EAnumeric49 unique values
0 missing
BIC1numeric51 unique values
0 missing
Chi0_EA.bo.numeric55 unique values
0 missing
BIC2numeric56 unique values
0 missing
Chi0_EA.ri.numeric60 unique values
0 missing
BIC3numeric51 unique values
0 missing
Eig10_EAnumeric50 unique values
0 missing
BIC4numeric46 unique values
0 missing
Eig10_EA.bo.numeric52 unique values
0 missing
BIC5numeric48 unique values
0 missing
Eig10_EA.ed.numeric58 unique values
0 missing
BIDnumeric37 unique values
0 missing
Eig10_EA.ri.numeric51 unique values
0 missing
BLInumeric55 unique values
0 missing
IDETnumeric61 unique values
0 missing
BLTA96numeric51 unique values
0 missing
IDMTnumeric61 unique values
0 missing
BLTD48numeric52 unique values
0 missing
IVDMnumeric44 unique values
0 missing
BLTF96numeric52 unique values
0 missing
SM04_AEA.dm.numeric50 unique values
0 missing
Br.094numeric2 unique values
0 missing
SM05_AEA.ri.numeric58 unique values
0 missing
C.numeric41 unique values
0 missing
Eig09_EAnumeric57 unique values
0 missing
C.001numeric8 unique values
0 missing
Eig09_EA.ed.numeric59 unique values
0 missing
C.002numeric8 unique values
0 missing
SM03_AEA.dm.numeric57 unique values
0 missing
C.003numeric5 unique values
0 missing
SM04_AEA.ri.numeric59 unique values
0 missing
C.004numeric5 unique values
0 missing
H.047numeric16 unique values
0 missing
C.006numeric4 unique values
0 missing
P_VSA_MR_6numeric47 unique values
0 missing
C.008numeric4 unique values
0 missing
Eta_sh_pnumeric54 unique values
0 missing
C.011numeric2 unique values
0 missing
UNIPnumeric42 unique values
0 missing
C.013numeric2 unique values
0 missing
Xunumeric61 unique values
0 missing
C.015numeric2 unique values
0 missing
SpMin7_Bh.i.numeric43 unique values
0 missing
C.016numeric6 unique values
0 missing
Eig12_AEA.ri.numeric60 unique values
0 missing
C.017numeric4 unique values
0 missing
Eta_B_Anumeric26 unique values
0 missing
C.019numeric2 unique values
0 missing
P_VSA_s_3numeric48 unique values
0 missing
C.024numeric10 unique values
0 missing
SMTInumeric61 unique values
0 missing
C.025numeric5 unique values
0 missing
P_VSA_LogP_2numeric20 unique values
0 missing
C.026numeric6 unique values
0 missing
SpMax3_Bh.e.numeric53 unique values
0 missing
C.027numeric2 unique values
0 missing
SpMax3_Bh.i.numeric51 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig04_AEA.dm.numeric62 unique values
0 missing
C.029numeric2 unique values
0 missing
SpMax5_Bh.m.numeric60 unique values
0 missing
C.034numeric3 unique values
0 missing
MAXDPnumeric67 unique values
0 missing
C.036numeric2 unique values
0 missing
ATS5mnumeric68 unique values
0 missing
C.038numeric2 unique values
0 missing
SpMin5_Bh.p.numeric53 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig03_AEA.dm.numeric58 unique values
0 missing
C.040numeric5 unique values
0 missing
SM03_EA.ed.numeric47 unique values
0 missing
C.041numeric2 unique values
0 missing
SM04_EA.ed.numeric58 unique values
0 missing
C.043numeric2 unique values
0 missing
SM05_EA.ed.numeric50 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
SM06_AEA.ed.numeric59 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
SM06_EA.ed.numeric58 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
SM07_AEA.ed.numeric58 unique values
0 missing
CATS2D_01_LLnumeric19 unique values
0 missing
SM07_EAnumeric50 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
SM08_AEA.ed.numeric58 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
SM08_EAnumeric57 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
SM09_AEA.ed.numeric59 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
SM09_EAnumeric53 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
SM10_AEA.ed.numeric58 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
SM10_EAnumeric59 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
SM11_EAnumeric56 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
SM12_EAnumeric59 unique values
0 missing
CATS2D_02_LLnumeric23 unique values
0 missing
SM13_EAnumeric58 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
Eig11_AEA.bo.numeric53 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
Eig13_AEA.ri.numeric55 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
IC3numeric59 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
MATS5inumeric59 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
P_VSA_p_1numeric34 unique values
0 missing
CATS2D_03_DLnumeric12 unique values
0 missing
SpMax1_Bh.m.numeric51 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eig10_AEA.dm.numeric59 unique values
0 missing
CATS2D_03_LLnumeric19 unique values
0 missing
IDEnumeric58 unique values
0 missing
CATS2D_03_NLnumeric5 unique values
0 missing
CIC0numeric49 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GGI5numeric48 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
SM05_EA.bo.numeric47 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
Chi1_EA.ri.numeric67 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GMTIVnumeric65 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
piPC01numeric26 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
SCBOnumeric26 unique values
0 missing
CATS2D_04_LLnumeric19 unique values
0 missing
SpMin3_Bh.v.numeric47 unique values
0 missing
CATS2D_04_NLnumeric5 unique values
0 missing
SpMin4_Bh.e.numeric50 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
X1solnumeric51 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
XMODnumeric59 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
ATSC3pnumeric61 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
Eig11_AEA.ri.numeric53 unique values
0 missing
CATS2D_05_DLnumeric10 unique values
0 missing
ATS1enumeric56 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
ATS1inumeric55 unique values
0 missing
CATS2D_05_LLnumeric15 unique values
0 missing
ATS8vnumeric67 unique values
0 missing
CATS2D_05_NLnumeric6 unique values
0 missing
ATSC2pnumeric59 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
ATSC4pnumeric69 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
ATSC4vnumeric69 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
ATSC8pnumeric69 unique values
0 missing
CATS2D_06_DLnumeric10 unique values
0 missing
Eig02_EA.ri.numeric62 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
Eig07_EA.bo.numeric49 unique values
0 missing
CATS2D_06_LLnumeric16 unique values
0 missing
Eig08_AEA.bo.numeric49 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
Eig08_AEA.dm.numeric54 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
Eig08_EAnumeric45 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
Eig08_EA.bo.numeric54 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
Eig08_EA.ed.numeric50 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
Eta_alphanumeric53 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
ON1Vnumeric56 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
Psi_i_0numeric59 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
SM02_AEA.dm.numeric45 unique values
0 missing
CATS2D_07_LLnumeric16 unique values
0 missing
SM03_AEA.ri.numeric50 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
SpMax8_Bh.p.numeric55 unique values
0 missing
CATS2D_07_NNnumeric2 unique values
0 missing
SpMin8_Bh.e.numeric43 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
SpMin8_Bh.i.numeric43 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
Hynumeric52 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
Eig12_AEA.bo.numeric56 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
Eig12_EA.ri.numeric60 unique values
0 missing
CATS2D_08_DLnumeric10 unique values
0 missing
Eig15_AEA.ed.numeric56 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
ATS2enumeric57 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
ATSC2vnumeric59 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
ATSC3vnumeric61 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
Eig02_AEA.bo.numeric50 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
Eig02_AEA.ri.numeric61 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
Eig02_EA.bo.numeric51 unique values
0 missing
CATS2D_09_DLnumeric9 unique values
0 missing
Eta_Lnumeric61 unique values
0 missing
CATS2D_09_LLnumeric15 unique values
0 missing
nCICnumeric6 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
nCIRnumeric10 unique values
0 missing
Chi0_EA.dm.numeric56 unique values
0 missing
Rperimnumeric11 unique values
0 missing
Chi1_EA.bo.numeric60 unique values
0 missing
SM12_AEA.ri.numeric51 unique values
0 missing
Chi1_EA.dm.numeric64 unique values
0 missing
SpMin3_Bh.m.numeric56 unique values
0 missing
CIC1numeric54 unique values
0 missing
SpMin3_Bh.s.numeric53 unique values
0 missing
CIC2numeric59 unique values
0 missing
TRSnumeric10 unique values
0 missing
CIC3numeric58 unique values
0 missing
X2Anumeric42 unique values
0 missing
CIC4numeric57 unique values
0 missing
ATSC3mnumeric61 unique values
0 missing
CIC5numeric54 unique values
0 missing
Eta_betaS_Anumeric42 unique values
0 missing
Cl.089numeric3 unique values
0 missing
MATS2inumeric56 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SpAD_EA.dm.numeric31 unique values
0 missing
CMC.80numeric2 unique values
0 missing
TIC1numeric55 unique values
0 missing
cRo5numeric2 unique values
0 missing
Eig10_AEA.ed.numeric58 unique values
0 missing
DBInumeric24 unique values
0 missing
IDDMnumeric54 unique values
0 missing
D.Dtr09numeric17 unique values
0 missing
SM06_EA.dm.numeric31 unique values
0 missing
D.Dtr10numeric17 unique values
0 missing
SM12_EA.dm.numeric22 unique values
0 missing
DELSnumeric69 unique values
0 missing
SM14_EA.dm.numeric20 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SpMax2_Bh.m.numeric52 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MATS2snumeric63 unique values
0 missing
DLS_02numeric4 unique values
0 missing
MATS3enumeric55 unique values
0 missing
DLS_03numeric3 unique values
0 missing
Eig15_AEA.bo.numeric52 unique values
0 missing
DLS_04numeric6 unique values
0 missing
Eig01_AEA.bo.numeric46 unique values
0 missing
DLS_05numeric3 unique values
0 missing
Eig01_EA.bo.numeric38 unique values
0 missing
DLS_06numeric4 unique values
0 missing
SM11_AEA.ri.numeric38 unique values
0 missing
DLS_07numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
70
Number of instances (rows) of the dataset.
NumberOfFeatures
612
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
611
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
8.74
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.48
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
0.22
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.47
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
110.64
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
-0.03
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.82
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.7
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
70
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.33
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
21727.91
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
6.89
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
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.76
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-8.37
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
8.37
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.
Quartile3SkewnessOfNumericAtts
1.45
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
26757.28
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.3
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.89
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
0.61
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
6.6
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
147.15
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.95
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.07
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-CHEMBL5983
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5983
0 runs - estimation_procedure: 50 times Clustering
Define a new task