Research Article

A Joint Optimization of Momentum Item and Levenberg-Marquardt Algorithm to Level Up the BPNN’s Generalization Ability

Table 4

Comparison of the three methods on benchmark datasets for wine data.

Iteration stepsIteration timeAccuracy
rate

ELM-BPNN1620.990234 seconds94.74%
NLM-BPNN690.382775 seconds94.74%
Proposed LM-BPNN1010.504761 seconds100%