Skip to main content

Table 8 Accuracy comparison of each algorithm 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

 

Time

Acc. train

Acc. test

Time

Acc. train

Acc. test

Algorithm 1

0.0204

85.71

80

0.0199

80.95

78.49

Algorithm 2

0.0331

87.62

80

0.0304

80.95

78.49

Algorithm 3

0.0295

94.29

97.78

0.0258

86.19

82.80