Table 5: Comparison of profit obtained by various forecasting models.

Stock no.Stock nameTBSN-SVR model (RBF)PLR-SVR model (RBF)PLR-BPN modelStatistical model

1Apple92.35%35.84%12.97%20.50%
2BA59.49%35.69%17.50%20.03%
3CAT43.39%36.09%9.36%24.83%
4JNJ13.95%9.47%16.88%0%
5S&P 50022.78%4.19%3.77%9.81%
6VZ28.60%2.60%27.72%0%
7XOM22.40%12.34%−1.99%−7.65%

Average40.42%19.46%12.32%9.65%