Table 2.
MISE for the filter algorithm, smoothing algorithm, and moving average method in estimating the three learning curves in Figure 3
|
|
MISE |
||||
|---|---|---|---|---|---|
|
|
Delayed rapid learning |
Early rapid learning |
Delayed learning |
||
| Filter | 1.2262 | 0.5789 | 2.3894 | ||
| Smoothing | 0.5025 | 0.1445 | 0.6240 | ||
| Moving average |
0.7963 |
0.2213 |
1.6276 |
||
For each of the three learning curves, the MISE was computed for each method using 100 simulated learning experiments. The number of trials per experiment was 50 for the two rapid learning experiments and 120 for the delayed learning experiment.