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Table 7 Effects of inertial parameters at the 100th iteration

From: On convergence and complexity analysis of an accelerated forward–backward algorithm with linesearch technique for convex minimization problems and applications to data prediction and classification

 

Iris

Heart disease

Acc. train

Acc. test

Acc. train

Acc. test

\(\beta ^{1}_{n}\)

88.57

84.44

83.33

78.49

\(\beta ^{2}_{n}\)

94.29

95.56

88.10

80.65

\(\beta ^{3}_{n}\)

94.29

97.78

86.19

82.80