## Method 1. Two stage forecasting ### How data Quantity affect on model performance? 1. Stage 1 Prediction ![](https://hackmd.io/_uploads/SyjTn1qAh.png) 2. Stage 2 Prediction ![](https://hackmd.io/_uploads/BkKqBl5A2.png) ### What about we start with a pre-trained model at route A and keep training with route B data? ![](https://hackmd.io/_uploads/r1SWX090h.png) > The model's performance starts from a relatively good position. ## Method 2. Alex's method ### How data Quantity affect on model performance? ![](https://hackmd.io/_uploads/BkEcv_oC2.png) ### What about we start with a pre-trained model at route A and keep training with route B data? ![](https://hackmd.io/_uploads/SyUKvdoAn.png)