Update Data authored by Adham Beshr's avatar Adham Beshr
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title: Data
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## Data Chapter
### 1. Data Source
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- The evaluation showed a decline in performance metrics such as **Mean Squared Error (MSE)** and **R²** scores when fake data exceeded this threshold, emphasizing the importance of minimizing synthetic data.
- [Dataset](https://mygit.th-deg.de/ab11885/watch-wise/-/raw/main/Images/Data_pp_1.png?ref_type=heads).
- [Dataset](https://mygit.th-deg.de/ab11885/watch-wise/-/raw/main/Images/Data_pp_2.png?ref_type=heads).
- [Dataset](https://mygit.th-deg.de/ab11885/watch-wise/-/raw/main/Images/Data_pp3.png?ref_type=heads).
### 6. Data Splitting
- The dataset was split into **training** and **testing** sets using a **70:30** ratio for model evaluation.
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