Research Article

Design of System-of-System Acquisition Analysis Using Machine Learning

Table 3

Comparative analysis.

ReferenceTechniquesData setsOutcomeAccuracy (%)

Crossley et al. [10]Multi-disciplinary analysisPertinent data setsSOS acquisition78.00
Gorod et al. [1]NNPertinent data setsSOS acquisition75.55
Cook [2]SVMPertinent data setsSOS acquisition83.00
Dahmann et al. [4]NNPertinent data setsSOS acquisition80.00
Our proposed methodSVM, LR, DTPertinent data setsSOS acquisition86.50, 85.00, 83.00