Using Medical History Embedded in Biometrics Medical Card for User Identity Authentication: Data Representation by AVT Hierarchical Data Tree

Table 1

Examples of aggregation on binary variables in UCI medical datasets.

Lymphography data set	M. Tuberculosis genes data set
Lymphatics deformed?	ORF functions
Block of affere: no, yes	Class([1,0,0,0], “Small-molecule metabolism”)
Bl. of lymph. c: no, yes	Class([1,1,0,0], “Degradation”)
Bl. of lymph. s: no, yes	Class([1,1,1,0], “Carbon compounds”)
Breast Cancer Wisconsin (Prognostic) data set	E. Coli Genes data set
Cell symmetrical?	ORF functions
concavity	Class(5,1,1, “Colicin-related functions”)
Fractal dimension	Class(5,1, “Laterally acquirred elements”)
Smoothness	Class(5, “Extrachromosomal”)