Software Development Effort Estimation Using Regression Fuzzy Models

Table 5

Parameters of Fuzzy models for Dataset2.

	Mamdani	Sugeno constant	Sugeno linear
AFP	Small [−260 0 260]	Small [−260 0 260]	Small [−260 0 260]
	Average [200 1450 2700]	Average [200 1450 2700]	Average [200 1450 2700]
	Large [250 1.5e + 04 2e + 04]	Large [250 1.5e + 04 2e + 04]	Large [250 1.5e + 04 2e + 04]
Team size	Small [−8 0 8]	Small [−8 0 8]	Small [−8 0 8]
	Average [6 15 24]	Average [6 15 24]	Average [6 15 24]
	Large [20 100 184]	Large [20 100 184]	Large [20 100 184]
Resource Level 1	NA	NA	NA
Resource Level 2	NA	NA	NA
Effort	Small [−3000 0 3000]	Small [1100]	Small [13.56 15.3 −10.4]
	Average [1000 1e + 04 2.2e + 04]	Average [7000]	Average [12.12 135.2 47.7]
	Large [1e+04 6.5e + 04 9.1e + 04]	Large [2e + 04]	Large [12.4 115 111]