Research Article

Rule Acquisition in Formal Decision Contexts Based on Formal, Object-Oriented and Property-Oriented Concept Lattices

Table 4

A contrast between the proposed rule acquisition algorithms and the existing one in terms of the running time.

Database Size Number of rules Running time(s)
Algorithm 1Algorithm 2Algorithm [27]

Data set 1 2 4 6 0.14 0.19 0.08
Data set 2 3 9 9 41.57 39.81 1.13
Data set 3 2 0 5 0.13 0.11 0.06
Data set 4 4 3 5 0.06 0.05 0.11
Data set 5 167 23 27 11585.91 13198.84 1.66
Data set 6 3 17 30 4865.34 5088.11 23.12
Data set 7 2 5 3 48.88 73.34 136.25
Data set 8 1,728 × 21 × 4 1 3 1 430.41 522.78 1981.81