Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4837

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4837

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL4837 (TID: 20062), and it has 48 rows and 454 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.

456 features

pXC50 (target)numeric48 unique values
0 missing
molecule_id (row identifier)nominal48 unique values
0 missing
X2numeric38 unique values
0 missing
GGI6numeric39 unique values
0 missing
X4numeric43 unique values
0 missing
ATSC6pnumeric48 unique values
0 missing
X4solnumeric39 unique values
0 missing
ATSC7pnumeric47 unique values
0 missing
ZM2numeric24 unique values
0 missing
ATSC8pnumeric48 unique values
0 missing
ATS5snumeric46 unique values
0 missing
C.numeric16 unique values
0 missing
Eig03_EAnumeric41 unique values
0 missing
C.024numeric8 unique values
0 missing
MWC08numeric42 unique values
0 missing
C.025numeric4 unique values
0 missing
SM11_AEA.bo.numeric41 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
GGI3numeric26 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
Eig07_EA.ri.numeric46 unique values
0 missing
Eig04_EA.ed.numeric43 unique values
0 missing
ATS7mnumeric47 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
ATS8mnumeric46 unique values
0 missing
Eta_F_Anumeric40 unique values
0 missing
SpMax5_Bh.m.numeric45 unique values
0 missing
MATS3inumeric38 unique values
0 missing
CENTnumeric42 unique values
0 missing
Minumeric18 unique values
0 missing
Eig13_AEA.bo.numeric40 unique values
0 missing
NaasCnumeric7 unique values
0 missing
GMTInumeric43 unique values
0 missing
nABnumeric5 unique values
0 missing
ON1numeric26 unique values
0 missing
nBnznumeric3 unique values
0 missing
S1Knumeric34 unique values
0 missing
nCarnumeric6 unique values
0 missing
SMTInumeric43 unique values
0 missing
nCb.numeric6 unique values
0 missing
SpMaxA_AEA.ed.numeric22 unique values
0 missing
nCbHnumeric6 unique values
0 missing
SpMaxA_AEA.ri.numeric19 unique values
0 missing
nCsp2numeric7 unique values
0 missing
SpMaxA_EAnumeric19 unique values
0 missing
PCDnumeric41 unique values
0 missing
SpMaxA_EA.ed.numeric25 unique values
0 missing
PCRnumeric35 unique values
0 missing
SpMaxA_EA.ri.numeric20 unique values
0 missing
P_VSA_e_2numeric37 unique values
0 missing
ATS4mnumeric48 unique values
0 missing
P_VSA_i_2numeric37 unique values
0 missing
BIDnumeric19 unique values
0 missing
Rperimnumeric4 unique values
0 missing
Chi0_AEA.bo.numeric28 unique values
0 missing
SM13_AEA.dm.numeric43 unique values
0 missing
Chi0_AEA.dm.numeric28 unique values
0 missing
SpMax3_Bh.p.numeric37 unique values
0 missing
Chi0_AEA.ed.numeric28 unique values
0 missing
SpMax3_Bh.v.numeric39 unique values
0 missing
Chi0_AEA.ri.numeric28 unique values
0 missing
SpMin3_Bh.e.numeric41 unique values
0 missing
Chi0_EAnumeric28 unique values
0 missing
SpMin3_Bh.i.numeric35 unique values
0 missing
Chi0_EA.ri.numeric41 unique values
0 missing
SpMin3_Bh.v.numeric40 unique values
0 missing
Chi1_AEA.bo.numeric37 unique values
0 missing
ALOGPnumeric38 unique values
0 missing
Chi1_AEA.dm.numeric37 unique values
0 missing
Eig04_EA.ri.numeric45 unique values
0 missing
Chi1_AEA.ed.numeric37 unique values
0 missing
Eig10_AEA.ri.numeric34 unique values
0 missing
Chi1_AEA.ri.numeric37 unique values
0 missing
Eig10_EAnumeric29 unique values
0 missing
Chi1_EAnumeric37 unique values
0 missing
Eig10_EA.bo.numeric27 unique values
0 missing
Eig08_AEA.ed.numeric40 unique values
0 missing
Eig10_EA.ri.numeric32 unique values
0 missing
Eig08_AEA.ri.numeric35 unique values
0 missing
Eig11_AEA.ed.numeric24 unique values
0 missing
IDDMnumeric33 unique values
0 missing
Eig11_AEA.ri.numeric33 unique values
0 missing
IDETnumeric43 unique values
0 missing
Eig11_EAnumeric30 unique values
0 missing
IDMTnumeric43 unique values
0 missing
Eig11_EA.ed.numeric39 unique values
0 missing
IVDMnumeric25 unique values
0 missing
Eig11_EA.ri.numeric34 unique values
0 missing
LPRSnumeric43 unique values
0 missing
GATS8snumeric47 unique values
0 missing
MPC01numeric14 unique values
0 missing
MATS3vnumeric35 unique values
0 missing
MPC04numeric22 unique values
0 missing
MPC05numeric27 unique values
0 missing
MWnumeric34 unique values
0 missing
SM02_EA.ri.numeric38 unique values
0 missing
MWC01numeric14 unique values
0 missing
SM04_AEA.dm.numeric29 unique values
0 missing
MWC02numeric23 unique values
0 missing
SM05_AEA.dm.numeric30 unique values
0 missing
MWC10numeric42 unique values
0 missing
SM06_AEA.ri.numeric39 unique values
0 missing
nBOnumeric14 unique values
0 missing
SM06_EA.ri.numeric47 unique values
0 missing
nSKnumeric14 unique values
0 missing
SpAD_EA.ri.numeric48 unique values
0 missing
SM04_EA.ed.numeric40 unique values
0 missing
SpMax1_Bh.v.numeric40 unique values
0 missing
SM09_AEA.ed.numeric40 unique values
0 missing
MATS2enumeric35 unique values
0 missing
SNarnumeric23 unique values
0 missing
ATS3pnumeric39 unique values
0 missing
SpAD_AEA.bo.numeric44 unique values
0 missing
ATS3vnumeric40 unique values
0 missing
SpAD_AEA.ri.numeric48 unique values
0 missing
ATS4vnumeric47 unique values
0 missing
SRW02numeric14 unique values
0 missing
ATSC2pnumeric38 unique values
0 missing
SRW04numeric24 unique values
0 missing
ATSC3pnumeric41 unique values
0 missing
Wapnumeric31 unique values
0 missing
ATSC4pnumeric48 unique values
0 missing
X1numeric28 unique values
0 missing
ATSC5pnumeric48 unique values
0 missing
X1solnumeric27 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
XMODnumeric37 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
Xtnumeric23 unique values
0 missing
D.Dtr06numeric42 unique values
0 missing
Xunumeric43 unique values
0 missing
Eig02_AEA.dm.numeric39 unique values
0 missing
ZM1numeric23 unique values
0 missing
Eig04_AEA.ri.numeric42 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
Eig05_AEA.ed.numeric40 unique values
0 missing
Eig02_AEA.bo.numeric31 unique values
0 missing
Eig10_AEA.bo.numeric28 unique values
0 missing
GATS3vnumeric38 unique values
0 missing
Eta_Fnumeric48 unique values
0 missing
ATS8snumeric46 unique values
0 missing
GATS8enumeric47 unique values
0 missing
Eig09_EA.bo.numeric37 unique values
0 missing
GGI9numeric29 unique values
0 missing
MWC09numeric42 unique values
0 missing
nCnumeric10 unique values
0 missing
AMRnumeric38 unique values
0 missing
nR06numeric4 unique values
0 missing
ATS3enumeric40 unique values
0 missing
piIDnumeric44 unique values
0 missing
ATS8enumeric47 unique values
0 missing
piPC05numeric38 unique values
0 missing
ATSC4inumeric45 unique values
0 missing
piPC06numeric40 unique values
0 missing
CIDnumeric27 unique values
0 missing
piPC07numeric41 unique values
0 missing
GATS7pnumeric42 unique values
0 missing
piPC08numeric43 unique values
0 missing
Psi_i_0numeric37 unique values
0 missing
piPC09numeric43 unique values
0 missing
SAtotnumeric38 unique values
0 missing
piPC10numeric44 unique values
0 missing
Spnumeric33 unique values
0 missing
Polnumeric22 unique values
0 missing
SpMaxA_EA.bo.numeric27 unique values
0 missing
SM04_EA.ri.numeric38 unique values
0 missing
Svnumeric34 unique values
0 missing
SpMax1_Bh.p.numeric34 unique values
0 missing
VvdwMGnumeric34 unique values
0 missing
SpMin1_Bh.e.numeric26 unique values
0 missing
Vxnumeric34 unique values
0 missing
SpMin1_Bh.i.numeric27 unique values
0 missing
X0vnumeric36 unique values
0 missing
SpMin3_Bh.p.numeric40 unique values
0 missing
X1Kupnumeric38 unique values
0 missing
TRSnumeric5 unique values
0 missing
X1MulPernumeric42 unique values
0 missing
X5numeric42 unique values
0 missing
X1Pernumeric44 unique values
0 missing
X5solnumeric39 unique values
0 missing
X1vnumeric38 unique values
0 missing
MATS2pnumeric36 unique values
0 missing
C.040numeric2 unique values
0 missing
SpMax8_Bh.p.numeric40 unique values
0 missing
MATS3pnumeric37 unique values
0 missing
ATS3mnumeric40 unique values
0 missing
nCconjnumeric2 unique values
0 missing
ATS3snumeric46 unique values
0 missing
NdssCnumeric2 unique values
0 missing
P_VSA_i_3numeric29 unique values
0 missing
O.058numeric2 unique values
0 missing
SRW06numeric29 unique values
0 missing
SdssCnumeric17 unique values
0 missing
SRW08numeric38 unique values
0 missing
ATS5mnumeric43 unique values
0 missing
SRW10numeric40 unique values
0 missing
ATS6mnumeric47 unique values
0 missing
Eig10_AEA.dm.numeric35 unique values
0 missing
Eig06_EA.bo.numeric37 unique values
0 missing
GATS2pnumeric35 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
GATS2vnumeric36 unique values
0 missing
Eig08_EA.bo.numeric32 unique values
0 missing
P_VSA_p_3numeric37 unique values
0 missing
Eig08_EA.ri.numeric35 unique values
0 missing
P_VSA_v_3numeric37 unique values
0 missing
SdOnumeric19 unique values
0 missing
piPC04numeric36 unique values
0 missing
Eig08_EA.ed.numeric39 unique values
0 missing
SM02_AEA.bo.numeric27 unique values
0 missing
SM03_AEA.ri.numeric39 unique values
0 missing
SpMAD_AEA.dm.numeric37 unique values
0 missing
Eig05_EA.bo.numeric38 unique values
0 missing
SpMin1_Bh.p.numeric26 unique values
0 missing
SM15_AEA.ri.numeric38 unique values
0 missing
SpMin1_Bh.v.numeric34 unique values
0 missing
Chi0_EA.bo.numeric31 unique values
0 missing
P_VSA_LogP_3numeric14 unique values
0 missing
Chi0_EA.ed.numeric42 unique values
0 missing
P_VSA_MR_6numeric24 unique values
0 missing
Eig14_EA.ed.numeric38 unique values
0 missing
ATS2vnumeric36 unique values
0 missing
SM09_AEA.ri.numeric38 unique values
0 missing
ATS8vnumeric44 unique values
0 missing
GGI2numeric13 unique values
0 missing
ATSC7vnumeric48 unique values
0 missing
P_VSA_MR_2numeric8 unique values
0 missing
ATSC8vnumeric44 unique values
0 missing
SPInumeric43 unique values
0 missing
Eig02_EA.ri.numeric45 unique values
0 missing
ATSC5inumeric41 unique values
0 missing
Eig03_EA.ri.numeric45 unique values
0 missing
SpMaxA_AEA.bo.numeric26 unique values
0 missing
Eig04_EAnumeric39 unique values
0 missing
X4vnumeric48 unique values
0 missing
Eig05_EA.ed.numeric42 unique values
0 missing
Eig01_AEA.dm.numeric14 unique values
0 missing
Eta_alphanumeric33 unique values
0 missing
SpDiam_AEA.dm.numeric15 unique values
0 missing
MPC06numeric31 unique values
0 missing
SpMax_AEA.dm.numeric14 unique values
0 missing
MPC07numeric34 unique values
0 missing
Eig01_EA.ri.numeric19 unique values
0 missing
MPC09numeric35 unique values
0 missing
SpMax_EA.ri.numeric19 unique values
0 missing
MPC10numeric35 unique values
0 missing
MATS7inumeric45 unique values
0 missing
Psi_i_1numeric38 unique values
0 missing
P_VSA_MR_5numeric20 unique values
0 missing
SM03_EA.ri.numeric23 unique values
0 missing
Eig07_AEA.ed.numeric40 unique values
0 missing
SM05_EA.ri.numeric39 unique values
0 missing
Eig07_EA.ed.numeric41 unique values
0 missing
SM07_EA.ri.numeric47 unique values
0 missing
SM02_AEA.ri.numeric41 unique values
0 missing
SM08_EA.ri.numeric48 unique values
0 missing
Eig06_AEA.bo.numeric37 unique values
0 missing
SM09_EA.ri.numeric47 unique values
0 missing
Eig07_AEA.ri.numeric46 unique values
0 missing
SM10_EA.ri.numeric45 unique values
0 missing
Eig09_EA.ri.numeric37 unique values
0 missing
SM11_EA.ri.numeric46 unique values
0 missing
GATS4snumeric46 unique values
0 missing
SM12_AEA.bo.numeric39 unique values
0 missing
SsClnumeric12 unique values
0 missing
SM12_EA.ri.numeric46 unique values
0 missing
CSInumeric42 unique values
0 missing
SM13_EA.ri.numeric46 unique values
0 missing
ECCnumeric41 unique values
0 missing
SM14_AEA.dm.numeric42 unique values
0 missing
Eig15_AEA.bo.numeric34 unique values
0 missing
SM14_EA.ri.numeric47 unique values
0 missing
MATS8inumeric42 unique values
0 missing
SM15_EA.ri.numeric45 unique values
0 missing
Chi1_EA.bo.numeric42 unique values
0 missing
TPCnumeric31 unique values
0 missing
Chi1_EA.ri.numeric48 unique values
0 missing
X1Madnumeric41 unique values
0 missing
N.numeric15 unique values
0 missing
Eig13_AEA.dm.numeric32 unique values
0 missing
SaaNnumeric30 unique values
0 missing
Eta_betanumeric26 unique values
0 missing
SaasNnumeric30 unique values
0 missing
Eta_betaP_Anumeric24 unique values
0 missing
LOCnumeric24 unique values
0 missing
Eta_FLnumeric38 unique values
0 missing
MATS5inumeric41 unique values
0 missing
nBMnumeric6 unique values
0 missing
Eig05_EA.ri.numeric46 unique values
0 missing
piPC01numeric19 unique values
0 missing
Eig10_EA.ed.numeric28 unique values
0 missing
piPC02numeric26 unique values
0 missing
SM05_AEA.ri.numeric28 unique values
0 missing
piPC03numeric26 unique values
0 missing
ATS5enumeric46 unique values
0 missing
SCBOnumeric19 unique values
0 missing
ATSC5mnumeric48 unique values
0 missing
SM02_EA.bo.numeric26 unique values
0 missing
Eig07_EAnumeric39 unique values
0 missing
SpAD_EA.bo.numeric44 unique values
0 missing
ISIZnumeric16 unique values
0 missing
Ucnumeric6 unique values
0 missing
nATnumeric16 unique values
0 missing
Uinumeric7 unique values
0 missing
nBTnumeric15 unique values
0 missing
ATS1pnumeric34 unique values
0 missing
Senumeric34 unique values
0 missing
ATS1vnumeric35 unique values
0 missing
SM15_AEA.bo.numeric39 unique values
0 missing
ATS2pnumeric36 unique values
0 missing
SpMax5_Bh.p.numeric42 unique values
0 missing
ATS4pnumeric46 unique values
0 missing
X2vnumeric45 unique values
0 missing
ATS5pnumeric48 unique values
0 missing
P_VSA_LogP_5numeric23 unique values
0 missing
ATS5vnumeric47 unique values
0 missing
VARnumeric34 unique values
0 missing
ATS6pnumeric47 unique values
0 missing
ATSC3inumeric41 unique values
0 missing
ATS6vnumeric48 unique values
0 missing
Eig09_EA.ed.numeric33 unique values
0 missing
ATS7pnumeric47 unique values
0 missing
SM04_AEA.ri.numeric33 unique values
0 missing
ATS7vnumeric47 unique values
0 missing
Eig11_AEA.dm.numeric29 unique values
0 missing
ATS8pnumeric46 unique values
0 missing
Eta_L_Anumeric23 unique values
0 missing
ATSC1pnumeric35 unique values
0 missing
nDBnumeric3 unique values
0 missing
ATSC5vnumeric48 unique values
0 missing
NdOnumeric3 unique values
0 missing
ATSC6vnumeric47 unique values
0 missing
nOnumeric4 unique values
0 missing
Eig03_EA.bo.numeric33 unique values
0 missing
P_VSA_e_5numeric6 unique values
0 missing
Eig04_AEA.bo.numeric42 unique values
0 missing
P_VSA_m_3numeric8 unique values
0 missing
Eig04_AEA.ed.numeric39 unique values
0 missing
ATS2snumeric44 unique values
0 missing
GATS2inumeric37 unique values
0 missing
ATS4snumeric42 unique values
0 missing
GGI5numeric36 unique values
0 missing
BACnumeric10 unique values
0 missing
MATS2inumeric33 unique values
0 missing
Eig03_AEA.dm.numeric40 unique values
0 missing
SM13_AEA.ri.numeric33 unique values
0 missing
Eig09_AEA.bo.numeric35 unique values
0 missing
VvdwZAZnumeric34 unique values
0 missing
Eig10_AEA.ed.numeric32 unique values
0 missing
X5vnumeric47 unique values
0 missing
Eta_Bnumeric18 unique values
0 missing
Eig09_AEA.dm.numeric39 unique values
0 missing
MWC07numeric36 unique values
0 missing
Eig03_AEA.ri.numeric46 unique values
0 missing
Qindexnumeric8 unique values
0 missing
Psi_e_0numeric48 unique values
0 missing
Ramnumeric7 unique values
0 missing
Eig09_AEA.ed.numeric36 unique values
0 missing
SM03_EAnumeric9 unique values
0 missing
HDcpxnumeric35 unique values
0 missing
SM03_EA.bo.numeric9 unique values
0 missing
MPC03numeric21 unique values
0 missing
SM03_EA.ed.numeric22 unique values
0 missing
ON0numeric25 unique values
0 missing
SM05_EAnumeric18 unique values
0 missing
P_VSA_s_4numeric17 unique values
0 missing
SM05_EA.bo.numeric21 unique values
0 missing
X0numeric25 unique values
0 missing
SM07_AEA.ed.numeric38 unique values
0 missing
X0solnumeric25 unique values
0 missing
SM07_EAnumeric32 unique values
0 missing
Eig08_AEA.bo.numeric32 unique values
0 missing
SM08_AEA.bo.numeric40 unique values
0 missing
MPC08numeric34 unique values
0 missing
SM08_AEA.ed.numeric41 unique values
0 missing
RDSQnumeric43 unique values
0 missing
SM08_EAnumeric42 unique values
0 missing
SpAD_AEA.ed.numeric43 unique values
0 missing
SpMin4_Bh.s.numeric29 unique values
0 missing
SpAD_EAnumeric43 unique values
0 missing
Eig14_AEA.bo.numeric41 unique values
0 missing
X2solnumeric34 unique values
0 missing
ATS8inumeric45 unique values
0 missing
X3numeric42 unique values
0 missing
ATSC8mnumeric48 unique values
0 missing
X3solnumeric38 unique values
0 missing
C.028numeric2 unique values
0 missing
Psi_e_1numeric47 unique values
0 missing
C.033numeric2 unique values
0 missing
SM03_AEA.bo.numeric28 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
SM04_AEA.bo.numeric30 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
SM05_AEA.bo.numeric28 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
SM06_AEA.bo.numeric34 unique values
0 missing
D.Dtr05numeric25 unique values
0 missing
SM07_AEA.bo.numeric39 unique values
0 missing
N.073numeric2 unique values
0 missing
SpMax2_Bh.p.numeric34 unique values
0 missing
MDDDnumeric43 unique values
0 missing
PDInumeric29 unique values
0 missing
P_VSA_s_3numeric31 unique values
0 missing
X3vnumeric48 unique values
0 missing
Eig14_AEA.dm.numeric39 unique values
0 missing
Eig14_AEA.ri.numeric43 unique values
0 missing
Eig14_EAnumeric39 unique values
0 missing
Eig14_EA.bo.numeric38 unique values
0 missing
Eig14_EA.ri.numeric40 unique values
0 missing
Hynumeric30 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
O.060numeric3 unique values
0 missing
SM08_AEA.dm.numeric39 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
GATS7inumeric48 unique values
0 missing
BLTA96numeric35 unique values
0 missing
BLTD48numeric35 unique values
0 missing
BLTF96numeric36 unique values
0 missing
MLOGPnumeric38 unique values
0 missing
SM04_EA.bo.numeric31 unique values
0 missing
SM06_EA.bo.numeric40 unique values
0 missing
SpAD_AEA.dm.numeric45 unique values
0 missing
SpMin2_Bh.s.numeric37 unique values
0 missing
JGI6numeric14 unique values
0 missing
Mpnumeric27 unique values
0 missing
Uindexnumeric43 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
Eig04_EA.bo.numeric43 unique values
0 missing
Eta_beta_Anumeric29 unique values
0 missing
SM14_AEA.ri.numeric43 unique values
0 missing
SpMax5_Bh.v.numeric42 unique values
0 missing
SpMax8_Bh.v.numeric39 unique values
0 missing
GATS6pnumeric44 unique values
0 missing
SpMin3_Bh.m.numeric38 unique values
0 missing
SpDiam_EA.ri.numeric22 unique values
0 missing
BBInumeric20 unique values
0 missing
Eig08_EAnumeric34 unique values
0 missing
IDMnumeric38 unique values
0 missing
MPC02numeric20 unique values
0 missing
MWC03numeric24 unique values
0 missing
MWC04numeric37 unique values
0 missing
MWC05numeric39 unique values
0 missing
MWC06numeric41 unique values
0 missing
SM02_AEA.dm.numeric34 unique values
0 missing
SM02_AEA.ed.numeric27 unique values
0 missing
SM02_EAnumeric20 unique values
0 missing
SM02_EA.ed.numeric35 unique values
0 missing
SM03_AEA.ed.numeric28 unique values
0 missing
SM04_AEA.ed.numeric33 unique values
0 missing
SM04_EAnumeric27 unique values
0 missing
SM05_AEA.ed.numeric39 unique values
0 missing
SM06_AEA.ed.numeric39 unique values
0 missing
SM06_EAnumeric38 unique values
0 missing
SpAD_EA.ed.numeric43 unique values
0 missing
TWCnumeric38 unique values
0 missing

62 properties

48
Number of instances (rows) of the dataset.
456
Number of attributes (columns) of the dataset.
0
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
455
Number of numeric attributes.
1
Number of nominal attributes.
Maximum entropy among attributes.
-1.89
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.
0.48
Second quartile (Median) of standard deviation of attributes of the numeric type.
44.17
Maximum kurtosis among attributes of the numeric type.
-1.23
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
14421.98
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
6.59
Third quartile of kurtosis among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
The minimal number of distinct values among attributes of the nominal type.
99.78
Percentage of numeric attributes.
10.57
Third quartile of means among attributes of the numeric type.
The maximum number of distinct values among attributes of the nominal type.
-5.78
Minimum skewness among attributes of the numeric type.
0.22
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
6.51
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
-0.09
Third quartile of skewness among attributes of the numeric type.
5846.48
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
0.74
First quartile of kurtosis among attributes of the numeric type.
1.87
Third quartile of standard deviation of attributes of the numeric type.
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
1.74
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
4.86
Mean kurtosis among attributes of the numeric type.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
113.92
Mean of means among attributes of the numeric type.
-1.92
First quartile of skewness among attributes of the numeric type.
Average mutual information between the nominal attributes and the target attribute.
0.21
First quartile of standard deviation of attributes of the numeric type.
0.62
Average class difference between consecutive instances.
Entropy of the target attribute values.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Second quartile (Median) of entropy among attributes.
9.5
Number of attributes divided by the number of instances.
Average number of distinct values among the attributes of the nominal type.
2.87
Second quartile (Median) of kurtosis among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
-0.92
Mean skewness among attributes of the numeric type.
4.32
Second quartile (Median) of means among attributes of the numeric type.
Percentage of instances belonging to the most frequent class.
40.22
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
-1.01
Second quartile (Median) of skewness among attributes of the numeric type.

12 tasks

2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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