Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1667678

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1667678

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: CHEMBL1667678 (TID: 103870), and it has 12 rows and 423 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.

425 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal12 unique values
0 missing
Eig14_AEA.dm.numeric12 unique values
0 missing
ATS1enumeric12 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
ATS1inumeric12 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATS1snumeric12 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
ATS2enumeric12 unique values
0 missing
Eig15_AEA.ri.numeric10 unique values
0 missing
ATS2inumeric12 unique values
0 missing
Eig15_EAnumeric10 unique values
0 missing
ATS2mnumeric12 unique values
0 missing
Eig15_EA.bo.numeric9 unique values
0 missing
ATS2pnumeric12 unique values
0 missing
Eig15_EA.ed.numeric9 unique values
0 missing
ATS3pnumeric12 unique values
0 missing
Eig15_EA.ri.numeric12 unique values
0 missing
ATS3vnumeric11 unique values
0 missing
GATS5snumeric12 unique values
0 missing
ATS5inumeric12 unique values
0 missing
HVcpxnumeric12 unique values
0 missing
ATS6enumeric12 unique values
0 missing
IC4numeric12 unique values
0 missing
ATS8mnumeric12 unique values
0 missing
IC5numeric12 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
ICRnumeric12 unique values
0 missing
ATSC1pnumeric12 unique values
0 missing
IDEnumeric12 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
JGI4numeric11 unique values
0 missing
ATSC2inumeric12 unique values
0 missing
MDDDnumeric12 unique values
0 missing
ATSC2mnumeric12 unique values
0 missing
MPC07numeric12 unique values
0 missing
ATSC2pnumeric12 unique values
0 missing
MPC08numeric12 unique values
0 missing
ATSC2vnumeric12 unique values
0 missing
MSDnumeric12 unique values
0 missing
ATSC3inumeric12 unique values
0 missing
nCsp2numeric9 unique values
0 missing
ATSC4inumeric12 unique values
0 missing
piIDnumeric12 unique values
0 missing
ATSC4pnumeric12 unique values
0 missing
piPC10numeric12 unique values
0 missing
ATSC5mnumeric12 unique values
0 missing
RBNnumeric8 unique values
0 missing
ATSC6vnumeric12 unique values
0 missing
RDCHInumeric12 unique values
0 missing
ATSC7vnumeric12 unique values
0 missing
S2Knumeric12 unique values
0 missing
ATSC8mnumeric12 unique values
0 missing
SM06_AEA.dm.numeric12 unique values
0 missing
ATSC8pnumeric12 unique values
0 missing
SM07_AEA.ri.numeric12 unique values
0 missing
ATSC8vnumeric12 unique values
0 missing
SM08_AEA.dm.numeric11 unique values
0 missing
BBInumeric10 unique values
0 missing
SM09_AEA.dm.numeric10 unique values
0 missing
BIC0numeric12 unique values
0 missing
SM10_AEA.ri.numeric9 unique values
0 missing
BIC2numeric12 unique values
0 missing
SM15_AEA.bo.numeric11 unique values
0 missing
C.008numeric3 unique values
0 missing
SNarnumeric11 unique values
0 missing
C.017numeric2 unique values
0 missing
SpMax6_Bh.e.numeric12 unique values
0 missing
C.040numeric4 unique values
0 missing
SpMax6_Bh.i.numeric12 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
SpMax6_Bh.m.numeric12 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
SpMax6_Bh.p.numeric11 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
SpMax6_Bh.v.numeric11 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
SpMax7_Bh.m.numeric11 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
SpMax7_Bh.p.numeric12 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
SpMaxA_AEA.bo.numeric11 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
SpMaxA_EA.ed.numeric11 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
SpMaxA_EA.ri.numeric11 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
SpMin4_Bh.m.numeric11 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
SpMin5_Bh.m.numeric11 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
SpMin5_Bh.s.numeric9 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
SpMin5_Bh.v.numeric12 unique values
0 missing
Chi1_EA.bo.numeric12 unique values
0 missing
SpMin7_Bh.e.numeric10 unique values
0 missing
Chi1_EA.dm.numeric12 unique values
0 missing
SpMin7_Bh.i.numeric11 unique values
0 missing
CIC0numeric12 unique values
0 missing
Vindexnumeric11 unique values
0 missing
CIC2numeric12 unique values
0 missing
X1Kupnumeric12 unique values
0 missing
D.Dtr08numeric6 unique values
0 missing
X1Madnumeric12 unique values
0 missing
DECCnumeric12 unique values
0 missing
X1MulPernumeric12 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
X1Pernumeric12 unique values
0 missing
Eig02_AEA.bo.numeric12 unique values
0 missing
X5solnumeric12 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
Xindexnumeric11 unique values
0 missing
Eig03_EA.dm.numeric12 unique values
0 missing
Xtnumeric11 unique values
0 missing
Eig03_EA.ri.numeric11 unique values
0 missing
Yindexnumeric12 unique values
0 missing
Eig04_EA.dm.numeric9 unique values
0 missing
BACnumeric11 unique values
0 missing
Eig05_AEA.ri.numeric12 unique values
0 missing
MATS5mnumeric11 unique values
0 missing
Eig05_EAnumeric12 unique values
0 missing
ATS5pnumeric12 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
Eig06_AEA.ri.numeric11 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
Eig06_EAnumeric10 unique values
0 missing
Eig07_AEA.dm.numeric12 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
Eig07_AEA.ed.numeric12 unique values
0 missing
Eig07_EA.ed.numeric12 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
Eig14_AEA.ri.numeric12 unique values
0 missing
Eig09_AEA.ed.numeric12 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
Eig09_EA.ed.numeric12 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
Eig10_AEA.bo.numeric11 unique values
0 missing
Eig14_EA.ri.numeric12 unique values
0 missing
Eig10_AEA.ed.numeric12 unique values
0 missing
MPC09numeric12 unique values
0 missing
Eig10_AEA.ri.numeric12 unique values
0 missing
MPC10numeric12 unique values
0 missing
Eig10_EAnumeric12 unique values
0 missing
SM02_AEA.ri.numeric12 unique values
0 missing
Eig10_EA.bo.numeric11 unique values
0 missing
SM09_AEA.ri.numeric12 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
SM14_AEA.bo.numeric10 unique values
0 missing
Eig10_EA.ri.numeric12 unique values
0 missing
TPCnumeric12 unique values
0 missing
Eig11_EA.ed.numeric11 unique values
0 missing
Wapnumeric12 unique values
0 missing
Eig12_AEA.ed.numeric10 unique values
0 missing
BIC3numeric12 unique values
0 missing
Eig13_AEA.ed.numeric12 unique values
0 missing
C.001numeric4 unique values
0 missing
Eta_Cnumeric12 unique values
0 missing
C.019numeric2 unique values
0 missing
Eta_C_Anumeric11 unique values
0 missing
CIC3numeric12 unique values
0 missing
GATS1vnumeric10 unique values
0 missing
CIC4numeric12 unique values
0 missing
GATS2enumeric12 unique values
0 missing
CIC5numeric12 unique values
0 missing
GATS5enumeric12 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
GATS8inumeric12 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
GGI6numeric12 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
GGI8numeric12 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
GGI9numeric11 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
IACnumeric12 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
IC2numeric12 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
IDDEnumeric12 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
ISIZnumeric10 unique values
0 missing
Eta_sh_xnumeric8 unique values
0 missing
JGI1numeric12 unique values
0 missing
GATS2mnumeric12 unique values
0 missing
JGI3numeric12 unique values
0 missing
GATS2pnumeric12 unique values
0 missing
JGI9numeric6 unique values
0 missing
H.052numeric4 unique values
0 missing
LLS_01numeric4 unique values
0 missing
MATS3pnumeric11 unique values
0 missing
MATS1inumeric12 unique values
0 missing
MATS8mnumeric12 unique values
0 missing
MATS1vnumeric12 unique values
0 missing
Mvnumeric12 unique values
0 missing
MATS3enumeric12 unique values
0 missing
nCpnumeric4 unique values
0 missing
MATS3inumeric12 unique values
0 missing
nR.Csnumeric3 unique values
0 missing
MATS5vnumeric12 unique values
0 missing
P_VSA_MR_2numeric12 unique values
0 missing
MATS8snumeric12 unique values
0 missing
PW2numeric11 unique values
0 missing
MPC02numeric10 unique values
0 missing
SIC3numeric11 unique values
0 missing
MWC02numeric11 unique values
0 missing
SIC4numeric12 unique values
0 missing
MWC03numeric12 unique values
0 missing
SIC5numeric12 unique values
0 missing
N.072numeric4 unique values
0 missing
SM06_EA.ed.numeric12 unique values
0 missing
NaasCnumeric4 unique values
0 missing
SM07_EA.ed.numeric12 unique values
0 missing
nATnumeric10 unique values
0 missing
SM08_EA.ed.numeric12 unique values
0 missing
nBTnumeric10 unique values
0 missing
SM09_AEA.bo.numeric8 unique values
0 missing
nCnumeric7 unique values
0 missing
SM09_EA.ed.numeric12 unique values
0 missing
nCarnumeric6 unique values
0 missing
SM10_AEA.dm.numeric8 unique values
0 missing
nCconjnumeric4 unique values
0 missing
SM10_EA.ed.numeric12 unique values
0 missing
nHnumeric8 unique values
0 missing
SM11_AEA.dm.numeric11 unique values
0 missing
nR08numeric2 unique values
0 missing
SM11_EAnumeric12 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
SM11_EA.ed.numeric12 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
SM12_AEA.ed.numeric12 unique values
0 missing
NsCH3numeric4 unique values
0 missing
SM12_EAnumeric12 unique values
0 missing
NssNHnumeric3 unique values
0 missing
SM12_EA.ed.numeric12 unique values
0 missing
ON0numeric11 unique values
0 missing
SM13_AEA.ed.numeric12 unique values
0 missing
ON0Vnumeric11 unique values
0 missing
SM13_EAnumeric12 unique values
0 missing
ON1Vnumeric12 unique values
0 missing
SM13_EA.ed.numeric12 unique values
0 missing
PCDnumeric12 unique values
0 missing
SM14_AEA.ed.numeric12 unique values
0 missing
Psi_i_1numeric12 unique values
0 missing
SM14_EAnumeric12 unique values
0 missing
P_VSA_e_1numeric9 unique values
0 missing
SM14_EA.ed.numeric12 unique values
0 missing
P_VSA_e_2numeric12 unique values
0 missing
SM15_AEA.ed.numeric12 unique values
0 missing
P_VSA_i_1numeric5 unique values
0 missing
SM15_EAnumeric12 unique values
0 missing
P_VSA_i_2numeric12 unique values
0 missing
SM15_EA.ed.numeric12 unique values
0 missing
P_VSA_i_3numeric12 unique values
0 missing
SM15_EA.ri.numeric12 unique values
0 missing
P_VSA_LogP_1numeric6 unique values
0 missing
SpDiam_AEA.bo.numeric9 unique values
0 missing
P_VSA_LogP_2numeric12 unique values
0 missing
SpDiam_AEA.ri.numeric11 unique values
0 missing
P_VSA_LogP_7numeric12 unique values
0 missing
SpDiam_EAnumeric8 unique values
0 missing
P_VSA_m_1numeric9 unique values
0 missing
SpDiam_EA.ed.numeric8 unique values
0 missing
P_VSA_m_2numeric12 unique values
0 missing
SpDiam_EA.ri.numeric11 unique values
0 missing
P_VSA_m_4numeric5 unique values
0 missing
SpMAD_EA.ri.numeric12 unique values
0 missing
P_VSA_MR_5numeric12 unique values
0 missing
SpMax_AEA.bo.numeric9 unique values
0 missing
P_VSA_MR_8numeric4 unique values
0 missing
SpMax_AEA.ed.numeric7 unique values
0 missing
P_VSA_p_1numeric9 unique values
0 missing
SpMax_AEA.ri.numeric8 unique values
0 missing
P_VSA_p_3numeric12 unique values
0 missing
SpMax_EAnumeric8 unique values
0 missing
P_VSA_s_2numeric9 unique values
0 missing
SpMax_EA.ed.numeric8 unique values
0 missing
P_VSA_s_5numeric3 unique values
0 missing
SpMax_EA.ri.numeric10 unique values
0 missing
P_VSA_v_1numeric9 unique values
0 missing
SsssCHnumeric12 unique values
0 missing
P_VSA_v_3numeric12 unique values
0 missing
PJI2numeric6 unique values
0 missing
PW4numeric11 unique values
0 missing
IVDEnumeric11 unique values
0 missing
PW5numeric10 unique values
0 missing
P_VSA_s_3numeric12 unique values
0 missing
S.107numeric3 unique values
0 missing
SpMAD_AEA.ri.numeric12 unique values
0 missing
SaasCnumeric11 unique values
0 missing
SpMAD_EAnumeric10 unique values
0 missing
SAtotnumeric12 unique values
0 missing
SpMAD_EA.ed.numeric12 unique values
0 missing
Senumeric12 unique values
0 missing
SpMin1_Bh.s.numeric10 unique values
0 missing
Sinumeric12 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
SIC0numeric11 unique values
0 missing
ATS5mnumeric12 unique values
0 missing
SIC2numeric11 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
SM02_AEA.bo.numeric10 unique values
0 missing
Eig08_EA.dm.numeric8 unique values
0 missing
SM02_EAnumeric10 unique values
0 missing
Eig15_AEA.ed.numeric10 unique values
0 missing
SM02_EA.ri.numeric12 unique values
0 missing
Eta_sh_pnumeric12 unique values
0 missing
SM04_AEA.dm.numeric12 unique values
0 missing
GATS1pnumeric11 unique values
0 missing
SM04_AEA.ri.numeric12 unique values
0 missing
GATS5pnumeric12 unique values
0 missing
SM04_EA.dm.numeric12 unique values
0 missing
GATS7vnumeric12 unique values
0 missing
SM05_AEA.ri.numeric12 unique values
0 missing
HNarnumeric11 unique values
0 missing
SM06_AEA.ri.numeric11 unique values
0 missing
IC1numeric12 unique values
0 missing
SM06_EA.dm.numeric12 unique values
0 missing
IC3numeric12 unique values
0 missing
SM08_EA.dm.numeric12 unique values
0 missing
MATS2enumeric12 unique values
0 missing
SM10_EA.dm.numeric12 unique values
0 missing
NdssCnumeric5 unique values
0 missing
SM12_EA.dm.numeric12 unique values
0 missing
nR07numeric2 unique values
0 missing
SM13_AEA.bo.numeric12 unique values
0 missing
O.060numeric4 unique values
0 missing
SM14_AEA.dm.numeric12 unique values
0 missing
PCRnumeric12 unique values
0 missing
SM14_EA.dm.numeric10 unique values
0 missing
PDInumeric11 unique values
0 missing
SpAD_AEA.bo.numeric12 unique values
0 missing
piPC07numeric12 unique values
0 missing
SpAD_AEA.ed.numeric12 unique values
0 missing
piPC08numeric12 unique values
0 missing
SpAD_AEA.ri.numeric12 unique values
0 missing
P_VSA_LogP_5numeric9 unique values
0 missing
SpAD_EA.ed.numeric12 unique values
0 missing
SpAD_EA.ri.numeric12 unique values
0 missing
SpDiam_EA.dm.numeric5 unique values
0 missing
SpMAD_AEA.bo.numeric11 unique values
0 missing
SpMAD_AEA.dm.numeric11 unique values
0 missing
SpMAD_AEA.ed.numeric12 unique values
0 missing
SpMax2_Bh.e.numeric12 unique values
0 missing
SpMax2_Bh.m.numeric12 unique values
0 missing
SpMax2_Bh.v.numeric11 unique values
0 missing
SpMax3_Bh.p.numeric12 unique values
0 missing
SpMax4_Bh.v.numeric12 unique values
0 missing
SpMax7_Bh.i.numeric11 unique values
0 missing
SpMax7_Bh.v.numeric12 unique values
0 missing
SpMax8_Bh.e.numeric11 unique values
0 missing
SpMax8_Bh.i.numeric12 unique values
0 missing
SpMax8_Bh.m.numeric11 unique values
0 missing
SpMax8_Bh.p.numeric10 unique values
0 missing
SpMax8_Bh.v.numeric11 unique values
0 missing
SpMaxA_EA.dm.numeric11 unique values
0 missing
SpMax_EA.dm.numeric4 unique values
0 missing
SpMin3_Bh.e.numeric11 unique values
0 missing
SpMin3_Bh.i.numeric10 unique values
0 missing
SpMin3_Bh.m.numeric12 unique values
0 missing
SpMin3_Bh.s.numeric12 unique values
0 missing
SpMin3_Bh.v.numeric12 unique values
0 missing
SpMin4_Bh.e.numeric11 unique values
0 missing
SpMin4_Bh.i.numeric12 unique values
0 missing
SpMin4_Bh.s.numeric12 unique values
0 missing
SpMin4_Bh.v.numeric12 unique values
0 missing
SpMin6_Bh.m.numeric12 unique values
0 missing
SpMin6_Bh.s.numeric11 unique values
0 missing
SpMin7_Bh.m.numeric11 unique values
0 missing
SpMin7_Bh.p.numeric12 unique values
0 missing
SpMin7_Bh.s.numeric9 unique values
0 missing
SpMin7_Bh.v.numeric12 unique values
0 missing
SpMin8_Bh.p.numeric11 unique values
0 missing
SpMin8_Bh.v.numeric12 unique values
0 missing
SRW04numeric10 unique values
0 missing
SRW06numeric12 unique values
0 missing
SsCH3numeric12 unique values
0 missing
SssNHnumeric11 unique values
0 missing
TIC0numeric12 unique values
0 missing
VARnumeric12 unique values
0 missing
X1vnumeric12 unique values
0 missing
X2numeric12 unique values
0 missing
X2solnumeric12 unique values
0 missing
X3numeric12 unique values
0 missing
ZM1numeric11 unique values
0 missing
ZM2numeric12 unique values
0 missing
JGTnumeric12 unique values
0 missing
GATS5mnumeric12 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
AECCnumeric12 unique values
0 missing
AMRnumeric12 unique values
0 missing
ATS1vnumeric11 unique values
0 missing
ATS5vnumeric12 unique values
0 missing
ATSC7mnumeric12 unique values
0 missing
ATSC7pnumeric12 unique values
0 missing
C.006numeric4 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
Chi0_AEA.bo.numeric12 unique values
0 missing
Chi0_AEA.dm.numeric12 unique values
0 missing
Chi0_AEA.ed.numeric12 unique values
0 missing
Chi0_AEA.ri.numeric12 unique values
0 missing
Chi0_EAnumeric12 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
Chi0_EA.ed.numeric12 unique values
0 missing
Chi0_EA.ri.numeric12 unique values
0 missing
Chi1_EA.ed.numeric12 unique values
0 missing
CSInumeric12 unique values
0 missing
D.Dtr07numeric7 unique values
0 missing
ECCnumeric12 unique values
0 missing
Eig06_EA.dm.numeric12 unique values
0 missing
Eig07_AEA.ri.numeric12 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
Eig07_EA.dm.numeric10 unique values
0 missing
Eig08_AEA.dm.numeric10 unique values
0 missing
Eig10_AEA.dm.numeric12 unique values
0 missing
Eig11_AEA.dm.numeric12 unique values
0 missing
Eig12_AEA.bo.numeric12 unique values
0 missing
Eig12_AEA.dm.numeric12 unique values
0 missing
Eig12_AEA.ri.numeric12 unique values
0 missing
Eig12_EAnumeric12 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
Eig12_EA.ed.numeric12 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
Eig13_EA.ri.numeric12 unique values
0 missing

62 properties

12
Number of instances (rows) of the dataset.
425
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.
424
Number of numeric attributes.
1
Number of nominal attributes.
Maximum entropy among attributes.
-2.44
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.
0.63
Second quartile (Median) of standard deviation of attributes of the numeric type.
9.75
Maximum kurtosis among attributes of the numeric type.
-2.2
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
15659.08
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.
2.64
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.
99.76
Percentage of numeric attributes.
8.78
Third quartile of means among attributes of the numeric type.
The maximum number of distinct values among attributes of the nominal type.
-3
Minimum skewness among attributes of the numeric type.
0.24
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
2.9
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
0.34
Third quartile of skewness among attributes of the numeric type.
15060.37
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
-0.4
First quartile of kurtosis among attributes of the numeric type.
1.92
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.
0.94
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
1.34
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.
54.27
Mean of means among attributes of the numeric type.
-1.17
First quartile of skewness among attributes of the numeric type.
Average mutual information between the nominal attributes and the target attribute.
0.26
First quartile of standard deviation of attributes of the numeric type.
-0.33
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.
35.42
Number of attributes divided by the number of instances.
Average number of distinct values among the attributes of the nominal type.
0.9
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.
-0.33
Mean skewness among attributes of the numeric type.
3.17
Second quartile (Median) of means among attributes of the numeric type.
Percentage of instances belonging to the most frequent class.
40.94
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.
-0.25
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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