Software Development Effort Estimation Using Regression Fuzzy Models

Table 6

Parameters of Fuzzy models for Dataset 3.

	Mamdani	Sugeno constant	Sugeno linear
AFP	Small [−450 0 450]	Small [−450 0 450]	Small [−450 0 450]
	Average [200 900 1100]	Average [200 900 1100]	Average [200 900 1100]
	Large [892.9 1.5e + 04 2e + 04]	Large [892.9 1.5e + 04 2e+04]	Large [892.9 1.5e + 04 2e + 04]
Team size	Small [−8 0 8]	Small [−8 0 8]	Small [−8 0 8]
	Average [5 25 50]	Average [5 25 50]	Average [5 25 50]
	Large [35 350 645]	Large [35 350 645]	Large [35 350 645]
Resource Level 1	One [0.7 0.7 1 1]	One [0.7 0.7 1 1]	One [0.7 0.7 1 1]
Resource Level 2	One [0.7 0.7 1 1]	One [0.7 0.7 1 1]	One [0.7 0.7 1 1]
Effort	Small [−3000 0 3000]	Small [4500]	Small [34.7 243 −4331 0 2345]
	Average [1000 1e + 04 2.2e + 04]	Average [1.5e + 04]	Average [22.2 88.4 −1.096e + 04 0 1.308e + 04]
	Large [1e+04 6.5e + 04 9.1e + 04]	Large [3.48e + 04]	Large [22.23 80.8 −2.042e + 04 −2.748e + 04 2.45e + 04]