Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2392

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2392

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: CHEMBL2392 (TID: 10206), and it has 89 rows and 450 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.

452 features

pXC50 (target)numeric50 unique values
0 missing
molecule_id (row identifier)nominal89 unique values
0 missing
ATS3pnumeric81 unique values
0 missing
SaasNnumeric21 unique values
0 missing
ATS3snumeric80 unique values
0 missing
SpMax1_Bh.i.numeric62 unique values
0 missing
ATS3vnumeric83 unique values
0 missing
SpMax5_Bh.v.numeric66 unique values
0 missing
ATS4enumeric82 unique values
0 missing
Xindexnumeric66 unique values
0 missing
ATS4inumeric80 unique values
0 missing
C.034numeric3 unique values
0 missing
ATS4mnumeric82 unique values
0 missing
SpMax5_Bh.e.numeric72 unique values
0 missing
ATS4pnumeric84 unique values
0 missing
SpMax5_Bh.p.numeric65 unique values
0 missing
ATS4snumeric83 unique values
0 missing
H.047numeric19 unique values
0 missing
ATS4vnumeric84 unique values
0 missing
SaaaCnumeric21 unique values
0 missing
ATS5enumeric85 unique values
0 missing
SpMin4_Bh.e.numeric72 unique values
0 missing
ATS5inumeric84 unique values
0 missing
CATS2D_03_ALnumeric18 unique values
0 missing
ATS5mnumeric86 unique values
0 missing
nABnumeric11 unique values
0 missing
ATS5pnumeric85 unique values
0 missing
nBMnumeric25 unique values
0 missing
ATS5snumeric85 unique values
0 missing
Ucnumeric25 unique values
0 missing
ATS5vnumeric84 unique values
0 missing
Vindexnumeric63 unique values
0 missing
ATS6enumeric85 unique values
0 missing
Yindexnumeric74 unique values
0 missing
ATS6inumeric84 unique values
0 missing
CATS2D_08_NLnumeric6 unique values
0 missing
ATS6mnumeric84 unique values
0 missing
D.Dtr06numeric72 unique values
0 missing
ATS6pnumeric82 unique values
0 missing
piPC04numeric73 unique values
0 missing
ATS6snumeric85 unique values
0 missing
piPC05numeric78 unique values
0 missing
ATS6vnumeric85 unique values
0 missing
piPC06numeric79 unique values
0 missing
ATS7enumeric83 unique values
0 missing
piPC07numeric80 unique values
0 missing
ATS7inumeric82 unique values
0 missing
piPC08numeric80 unique values
0 missing
ATS7mnumeric86 unique values
0 missing
piPC09numeric78 unique values
0 missing
ATS7pnumeric85 unique values
0 missing
piPC10numeric78 unique values
0 missing
ATS7snumeric83 unique values
0 missing
Rperimnumeric21 unique values
0 missing
ATS7vnumeric87 unique values
0 missing
SpMin4_Bh.i.numeric75 unique values
0 missing
ATS8enumeric86 unique values
0 missing
SpMin5_Bh.i.numeric69 unique values
0 missing
ATS8inumeric87 unique values
0 missing
SpMaxA_EA.ed.numeric66 unique values
0 missing
ATS8mnumeric86 unique values
0 missing
C.024numeric16 unique values
0 missing
ATS8pnumeric83 unique values
0 missing
NaaCHnumeric15 unique values
0 missing
ATS8snumeric86 unique values
0 missing
P_VSA_MR_6numeric60 unique values
0 missing
ATS8vnumeric84 unique values
0 missing
SaaCHnumeric57 unique values
0 missing
ATSC1enumeric71 unique values
0 missing
BLInumeric78 unique values
0 missing
ATSC1inumeric77 unique values
0 missing
X1Avnumeric65 unique values
0 missing
ATSC1mnumeric78 unique values
0 missing
Eta_sh_pnumeric64 unique values
0 missing
ATSC1pnumeric78 unique values
0 missing
SpMax4_Bh.v.numeric72 unique values
0 missing
ATSC1snumeric83 unique values
0 missing
Eig15_EA.bo.numeric72 unique values
0 missing
ATSC1vnumeric77 unique values
0 missing
SpMin4_Bh.p.numeric66 unique values
0 missing
ATSC2inumeric80 unique values
0 missing
P_VSA_LogP_2numeric50 unique values
0 missing
ATSC2mnumeric80 unique values
0 missing
SpMin5_Bh.p.numeric69 unique values
0 missing
ATSC2pnumeric81 unique values
0 missing
Eig05_EA.bo.numeric72 unique values
0 missing
ATSC2vnumeric81 unique values
0 missing
Eta_betaPnumeric32 unique values
0 missing
ATSC3enumeric76 unique values
0 missing
Eta_Fnumeric87 unique values
0 missing
ATSC3inumeric83 unique values
0 missing
nCsp2numeric23 unique values
0 missing
ATSC3mnumeric85 unique values
0 missing
PCDnumeric75 unique values
0 missing
ATSC3pnumeric85 unique values
0 missing
piIDnumeric78 unique values
0 missing
ATSC3snumeric87 unique values
0 missing
piPC02numeric62 unique values
0 missing
ATSC3vnumeric85 unique values
0 missing
SM02_EA.bo.numeric62 unique values
0 missing
ATSC4enumeric85 unique values
0 missing
SM04_EA.bo.numeric74 unique values
0 missing
ATSC4inumeric83 unique values
0 missing
SM15_AEA.ri.numeric72 unique values
0 missing
ATSC4mnumeric86 unique values
0 missing
JGI5numeric28 unique values
0 missing
ATSC4pnumeric86 unique values
0 missing
LOCnumeric68 unique values
0 missing
ATSC4snumeric87 unique values
0 missing
P_VSA_i_2numeric77 unique values
0 missing
ATSC4vnumeric85 unique values
0 missing
SpMax4_Bh.i.numeric74 unique values
0 missing
ATSC5enumeric86 unique values
0 missing
SpMax4_Bh.p.numeric71 unique values
0 missing
ATSC5inumeric86 unique values
0 missing
SpMax2_Bh.v.numeric75 unique values
0 missing
ATSC5mnumeric87 unique values
0 missing
GNarnumeric61 unique values
0 missing
ATSC5pnumeric87 unique values
0 missing
MCDnumeric64 unique values
0 missing
ATSC5snumeric87 unique values
0 missing
PW3numeric55 unique values
0 missing
ATSC5vnumeric87 unique values
0 missing
nCbHnumeric17 unique values
0 missing
ATSC6inumeric87 unique values
0 missing
P_VSA_e_2numeric77 unique values
0 missing
ATSC6mnumeric87 unique values
0 missing
Eta_FLnumeric81 unique values
0 missing
ATSC6pnumeric87 unique values
0 missing
GATS5mnumeric80 unique values
0 missing
ATSC6vnumeric87 unique values
0 missing
X2Anumeric52 unique values
0 missing
ATSC7inumeric85 unique values
0 missing
Eta_betanumeric62 unique values
0 missing
ATSC7mnumeric87 unique values
0 missing
HNarnumeric62 unique values
0 missing
ATSC7pnumeric87 unique values
0 missing
P_VSA_m_2numeric78 unique values
0 missing
ATSC7vnumeric87 unique values
0 missing
X3Avnumeric58 unique values
0 missing
ATSC8enumeric83 unique values
0 missing
SpMaxA_AEA.ed.numeric58 unique values
0 missing
ATSC8inumeric83 unique values
0 missing
SpMin5_Bh.v.numeric76 unique values
0 missing
ATSC8mnumeric87 unique values
0 missing
Eig14_AEA.bo.numeric61 unique values
0 missing
ATSC8pnumeric87 unique values
0 missing
Eig14_EA.bo.numeric69 unique values
0 missing
ATSC8snumeric87 unique values
0 missing
SpMaxA_AEA.ri.numeric52 unique values
0 missing
ATSC8vnumeric87 unique values
0 missing
SpMaxA_EAnumeric48 unique values
0 missing
BACnumeric52 unique values
0 missing
nCICnumeric8 unique values
0 missing
BBInumeric41 unique values
0 missing
SpAD_EA.bo.numeric81 unique values
0 missing
BIC0numeric57 unique values
0 missing
TRSnumeric21 unique values
0 missing
BIC1numeric77 unique values
0 missing
SpMin5_Bh.e.numeric68 unique values
0 missing
BIC2numeric70 unique values
0 missing
Eig01_AEA.bo.numeric56 unique values
0 missing
BIC3numeric71 unique values
0 missing
SpMax_AEA.bo.numeric56 unique values
0 missing
BIC4numeric67 unique values
0 missing
JGI3numeric41 unique values
0 missing
BIC5numeric62 unique values
0 missing
ATS2snumeric80 unique values
0 missing
BIDnumeric58 unique values
0 missing
P_VSA_p_3numeric77 unique values
0 missing
BLTA96numeric74 unique values
0 missing
P_VSA_v_3numeric80 unique values
0 missing
BLTD48numeric74 unique values
0 missing
nCarnumeric13 unique values
0 missing
BLTF96numeric73 unique values
0 missing
IVDEnumeric66 unique values
0 missing
C.001numeric8 unique values
0 missing
X0Anumeric46 unique values
0 missing
C.003numeric7 unique values
0 missing
Chi0_EA.ed.numeric76 unique values
0 missing
C.004numeric6 unique values
0 missing
C.numeric54 unique values
0 missing
C.005numeric5 unique values
0 missing
SpMax2_Bh.p.numeric67 unique values
0 missing
C.006numeric4 unique values
0 missing
MATS5pnumeric69 unique values
0 missing
C.007numeric2 unique values
0 missing
DELSnumeric87 unique values
0 missing
C.008numeric5 unique values
0 missing
P_VSA_s_4numeric58 unique values
0 missing
C.009numeric3 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
ATSC7enumeric85 unique values
0 missing
C.013numeric2 unique values
0 missing
SNarnumeric62 unique values
0 missing
C.015numeric2 unique values
0 missing
Xtnumeric50 unique values
0 missing
C.016numeric4 unique values
0 missing
C.025numeric8 unique values
0 missing
C.017numeric5 unique values
0 missing
piPC03numeric71 unique values
0 missing
C.018numeric2 unique values
0 missing
Uinumeric20 unique values
0 missing
C.019numeric3 unique values
0 missing
GATS1pnumeric72 unique values
0 missing
C.020numeric2 unique values
0 missing
ATS1mnumeric77 unique values
0 missing
C.026numeric7 unique values
0 missing
SsssCHnumeric69 unique values
0 missing
C.027numeric4 unique values
0 missing
GMTIVnumeric84 unique values
0 missing
C.029numeric2 unique values
0 missing
SpMax6_Bh.m.numeric73 unique values
0 missing
C.030numeric2 unique values
0 missing
ATSC2snumeric86 unique values
0 missing
C.031numeric2 unique values
0 missing
SpDiam_AEA.bo.numeric59 unique values
0 missing
C.032numeric2 unique values
0 missing
GATS4inumeric78 unique values
0 missing
C.033numeric2 unique values
0 missing
DLS_consnumeric33 unique values
0 missing
C.035numeric2 unique values
0 missing
CATS2D_02_ALnumeric15 unique values
0 missing
C.038numeric3 unique values
0 missing
Eig06_EA.bo.numeric70 unique values
0 missing
C.039numeric2 unique values
0 missing
PW4numeric46 unique values
0 missing
C.040numeric6 unique values
0 missing
SpMax5_Bh.i.numeric78 unique values
0 missing
C.041numeric2 unique values
0 missing
SpDiam_AEA.ri.numeric74 unique values
0 missing
C.042numeric2 unique values
0 missing
ATSC2enumeric75 unique values
0 missing
C.043numeric3 unique values
0 missing
JGI6numeric21 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
SpMax1_Bh.s.numeric34 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
X5Avnumeric33 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
ATSC6enumeric85 unique values
0 missing
CATS2D_01_ANnumeric6 unique values
0 missing
SpMax2_Bh.e.numeric67 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
SpMin4_Bh.v.numeric76 unique values
0 missing
CATS2D_01_DNnumeric4 unique values
0 missing
SpMaxA_EA.ri.numeric50 unique values
0 missing
CATS2D_01_LLnumeric32 unique values
0 missing
AECCnumeric75 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
IDEnumeric74 unique values
0 missing
CATS2D_01_PNnumeric2 unique values
0 missing
SM06_EA.bo.numeric76 unique values
0 missing
CATS2D_02_AAnumeric11 unique values
0 missing
SM08_EA.bo.numeric78 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
RCInumeric25 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
RFDnumeric23 unique values
0 missing
CATS2D_02_DAnumeric8 unique values
0 missing
Chi1_EA.ed.numeric76 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
RDCHInumeric74 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
SM15_EA.ri.numeric80 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
ARRnumeric39 unique values
0 missing
CATS2D_02_LLnumeric36 unique values
0 missing
GATS4pnumeric78 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
Eig15_AEA.ri.numeric68 unique values
0 missing
CATS2D_02_NNnumeric3 unique values
0 missing
Eig15_EAnumeric63 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eig15_EA.ri.numeric74 unique values
0 missing
CATS2D_03_AAnumeric7 unique values
0 missing
SM09_AEA.dm.numeric63 unique values
0 missing
CATS2D_03_ANnumeric5 unique values
0 missing
ATSC7snumeric87 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
piPC01numeric42 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
SCBOnumeric42 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
D.Dtr09numeric35 unique values
0 missing
CATS2D_03_DLnumeric11 unique values
0 missing
ATSC6snumeric87 unique values
0 missing
CATS2D_03_DNnumeric4 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
CATS2D_03_LLnumeric33 unique values
0 missing
GATS7inumeric80 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
SpMin3_Bh.i.numeric72 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
NRSnumeric7 unique values
0 missing
CATS2D_04_AAnumeric10 unique values
0 missing
Eig01_EA.bo.numeric57 unique values
0 missing
CATS2D_04_ALnumeric23 unique values
0 missing
SM11_AEA.ri.numeric57 unique values
0 missing
CATS2D_04_ANnumeric4 unique values
0 missing
SpDiam_EA.bo.numeric64 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
SpMax_EA.bo.numeric57 unique values
0 missing
CATS2D_04_DAnumeric9 unique values
0 missing
PDInumeric53 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
GATS6enumeric84 unique values
0 missing
CATS2D_04_DLnumeric11 unique values
0 missing
SpMin3_Bh.e.numeric73 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
MSDnumeric76 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
Eig01_AEA.ri.numeric57 unique values
0 missing
CATS2D_04_LLnumeric35 unique values
0 missing
Eig01_EAnumeric50 unique values
0 missing
CATS2D_04_NLnumeric5 unique values
0 missing
SM09_AEA.bo.numeric50 unique values
0 missing
CATS2D_04_NNnumeric2 unique values
0 missing
SM12_EAnumeric76 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
SM13_EAnumeric73 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
SM14_EAnumeric76 unique values
0 missing
CATS2D_05_ALnumeric22 unique values
0 missing
SM15_EAnumeric73 unique values
0 missing
CATS2D_05_ANnumeric5 unique values
0 missing
SpDiam_EAnumeric50 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
SpMax_AEA.ri.numeric57 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
SpMax_EAnumeric50 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
SsFnumeric23 unique values
0 missing
CATS2D_05_DLnumeric12 unique values
0 missing
X4Anumeric33 unique values
0 missing
CATS2D_05_DNnumeric4 unique values
0 missing
JGI4numeric33 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
PHInumeric76 unique values
0 missing
CATS2D_05_LLnumeric32 unique values
0 missing
nArXnumeric4 unique values
0 missing
CATS2D_05_NLnumeric7 unique values
0 missing
GATS4vnumeric74 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
F.084numeric4 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
CATS2D_07_AAnumeric9 unique values
0 missing
CATS2D_06_ALnumeric20 unique values
0 missing
Eig01_AEA.dm.numeric65 unique values
0 missing
CATS2D_06_ANnumeric4 unique values
0 missing
SpMax_AEA.dm.numeric65 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
X4Avnumeric43 unique values
0 missing
CATS2D_06_DAnumeric10 unique values
0 missing
SM12_EA.ri.numeric86 unique values
0 missing
CATS2D_06_DDnumeric6 unique values
0 missing
SM13_EA.ri.numeric82 unique values
0 missing
CATS2D_06_DLnumeric14 unique values
0 missing
MATS2vnumeric69 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
CATS2D_09_ALnumeric18 unique values
0 missing
CATS2D_06_LLnumeric34 unique values
0 missing
SM14_EA.ri.numeric83 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
SM12_AEA.ed.numeric74 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
ALOGPnumeric81 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
SM11_EA.ri.numeric84 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
Chi0_EA.ri.numeric83 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
SMTIVnumeric85 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
SM10_EA.bo.numeric81 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
Eig04_EA.bo.numeric67 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
SM14_AEA.ri.numeric67 unique values
0 missing
CATS2D_07_DLnumeric12 unique values
0 missing
SM05_EA.ed.numeric72 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
SM13_AEA.ed.numeric73 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
SM06_EA.ed.numeric75 unique values
0 missing
CATS2D_07_LLnumeric34 unique values
0 missing
GATS6pnumeric77 unique values
0 missing
CATS2D_07_NNnumeric2 unique values
0 missing
SM13_EA.bo.numeric77 unique values
0 missing
SM14_EA.bo.numeric78 unique values
0 missing
SM15_EA.bo.numeric78 unique values
0 missing
ALOGP2numeric81 unique values
0 missing
Chi1_EA.ri.numeric86 unique values
0 missing
PCRnumeric72 unique values
0 missing
ZM2Kupnumeric81 unique values
0 missing
SM07_EA.ed.numeric71 unique values
0 missing
SM08_EA.ed.numeric73 unique values
0 missing
SM09_EA.ed.numeric72 unique values
0 missing
SM10_EA.ed.numeric73 unique values
0 missing
SM11_EA.ed.numeric72 unique values
0 missing
X3Anumeric39 unique values
0 missing
MATS6pnumeric80 unique values
0 missing
HVcpxnumeric75 unique values
0 missing
SpDiam_EA.ed.numeric58 unique values
0 missing
Eig02_AEA.ed.numeric59 unique values
0 missing
SpDiam_AEA.dm.numeric68 unique values
0 missing
SssCH2numeric85 unique values
0 missing
S3Knumeric78 unique values
0 missing
MAXDPnumeric85 unique values
0 missing
C.002numeric20 unique values
0 missing
GATS7pnumeric80 unique values
0 missing
nCsnumeric23 unique values
0 missing
NssCH2numeric23 unique values
0 missing
SM09_EA.bo.numeric78 unique values
0 missing
SM12_EA.bo.numeric79 unique values
0 missing
ICRnumeric73 unique values
0 missing
SM10_AEA.ed.numeric72 unique values
0 missing
SM11_AEA.ed.numeric75 unique values
0 missing
SM12_EA.ed.numeric72 unique values
0 missing
SM13_EA.ed.numeric69 unique values
0 missing
X5Anumeric28 unique values
0 missing
LLS_01numeric5 unique values
0 missing
D.Dtr05numeric53 unique values
0 missing
SpMAD_AEA.ed.numeric65 unique values
0 missing
SpMin5_Bh.m.numeric76 unique values
0 missing
SM11_EA.bo.numeric77 unique values
0 missing
SpMAD_EA.bo.numeric76 unique values
0 missing
JGTnumeric68 unique values
0 missing
Eig02_EA.ed.numeric68 unique values
0 missing
SM11_AEA.dm.numeric68 unique values
0 missing
SM14_EA.ed.numeric71 unique values
0 missing
Eig15_AEA.bo.numeric70 unique values
0 missing
SpMax1_Bh.e.numeric68 unique values
0 missing
AACnumeric70 unique values
0 missing
AMRnumeric81 unique values
0 missing
AMWnumeric75 unique values
0 missing
ATS1enumeric74 unique values
0 missing
ATS1inumeric76 unique values
0 missing
ATS1pnumeric73 unique values
0 missing
ATS1snumeric77 unique values
0 missing
ATS1vnumeric76 unique values
0 missing
ATS2enumeric78 unique values
0 missing
ATS2inumeric80 unique values
0 missing
ATS2mnumeric78 unique values
0 missing
ATS2pnumeric78 unique values
0 missing
ATS2vnumeric78 unique values
0 missing
ATS3enumeric83 unique values
0 missing
ATS3inumeric79 unique values
0 missing
ATS3mnumeric84 unique values
0 missing

62 properties

89
Number of instances (rows) of the dataset.
452
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.
451
Number of numeric attributes.
1
Number of nominal attributes.
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
0.67
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
4.51
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.
175.24
Mean of means among attributes of the numeric type.
-0.07
First quartile of skewness among attributes of the numeric type.
Average mutual information between the nominal attributes and the target attribute.
0.29
First quartile of standard deviation of attributes of the numeric type.
0.55
Average class difference between consecutive instances.
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.
Entropy of the target attribute values.
Average number of distinct values among the attributes of the nominal type.
0.28
Second quartile (Median) of kurtosis among attributes of the numeric type.
5.08
Number of attributes divided by the number of instances.
1
Mean skewness among attributes of the numeric type.
3.5
Second quartile (Median) of means 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.
125.65
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Percentage of instances belonging to the most frequent class.
Minimal entropy among attributes.
0.54
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
-1.68
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.
0.65
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
89
Maximum kurtosis among attributes of the numeric type.
-4.64
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
45511.93
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.
1.65
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.
7.65
Third quartile of means among attributes of the numeric type.
The maximum number of distinct values among attributes of the nominal type.
-2.82
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.
9.43
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
1.37
Third quartile of skewness among attributes of the numeric type.
31764.36
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
-0.5
First quartile of kurtosis among attributes of the numeric type.
2.32
Third quartile of standard deviation of 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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