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Update Data
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Jan 25, 2025
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Adham Beshr
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Data.md
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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.
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[Dataset](https://mygit.th-deg.de/ab11885/watch-wise/-/raw/main/Images/Data_pp_1.png?ref_type=heads)
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[Dataset](https://mygit.th-deg.de/ab11885/watch-wise/-/raw/main/Images/Data_pp_2.png?ref_type=heads)
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[Dataset](https://mygit.th-deg.de/ab11885/watch-wise/-/raw/main/Images/Data_pp3.png?ref_type=heads)
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[Dataset
Kaggle
](https://mygit.th-deg.de/ab11885/watch-wise/-/raw/main/Images/Data_pp_1.png?ref_type=heads)
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[Dataset
Kaggle
](https://mygit.th-deg.de/ab11885/watch-wise/-/raw/main/Images/Data_pp_2.png?ref_type=heads)
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[Dataset
Kaggle
](https://mygit.th-deg.de/ab11885/watch-wise/-/raw/main/Images/Data_pp3.png?ref_type=heads)
### 6. Data Splitting
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