Research Article

A New Hybrid Algorithm for Bankruptcy Prediction Using Switching Particle Swarm Optimization and Support Vector Machines

Table 1

Performance comparison.

Model namePrediction accuracy (%)Time (s)

SVM2.01.057.14292.144917
GA-SVM1.626010.34828298.4127220.315372
PSO-SVM0.6761550.43010894.412785.521112
SPSO-SVM1.856270.93955999.206374.847488