Table 3 Accuracy (in %) comparison between MAPE and MSE for tick data
From: Indian stock market prediction using artificial neural networks on tick data
No. | Algorithms | MAPE | MSE | ||||||
|---|---|---|---|---|---|---|---|---|---|
Train | Valid | Test | All | Train | Valid | Test | All | ||
1 | SCG | 99.909 | 99.914 | 99.902 | 99.908 | 99.934 | 99.932 | 99.939 | 99.934 |
2 | LM | 99.984 | 99.972 | 99.981 | 99.981 | 99.983 | 99.984 | 99.981 | 99.983 |
3 | BR | 99.984 | – | 99.938 | 99.973 | 99.984 | – | 99.98 | 99.983 |