Concurrent, Performance-Based Methodology for Increasing the Accuracy and Certainty of Short-Term Neural Prediction Systems

Table 6

Traffic ANN forecasting for three most accurate FFAPs.

Sample number	True value	3 neurons	4 neurons	5 neurons
1	12.00	13.20	16.27	−23.84
2	3.67	–26.15	9.22	1.16
3	2.67	26.61	–34.38	−25.58
4	–5.33	–92.84	–13.90	−34.12
5	–7.00	–2.21	26.67	−40.55
6	–12.67	–14.42	–7.51	−37.49
7	–11.67	–18.03	–25.44	–17.15
8	–19.67	–17.49	–22.77	3.46
9	–30.00	–59.27	–72.45	–55.44
10	–40.33	–94.37	–94.53	–49.01
11	–42.33	–37.72	–91.69	–33.72