Table 4 Sliding window size tuning experiment result.
From: A new dataset for mongolian online handwritten recognition
Model parameter | Train | Test | |||||
|---|---|---|---|---|---|---|---|
Window size | Overlap | Num layer | Hidden size | CER | WER (%) | CER | WER (%) |
15 | 10 | 1 | 64 | 1.361 | 58.044 | 1.375 | 60.219 |
20 | 1.054 | 47.134 | 1.129 | 51.096 | |||
30 | 1.105 | 48.893 | 1.184 | 52.538 | |||
40 | 1.194 | 51.580 | 1.261 | 54.769 | |||
50 | 1.120 | 49.582 | 1.190 | 53.439 | |||
60 | 1.289 | 55.283 | 1.332 | 58.233 | |||
