Changes

Page history
Update Data authored by Adham Beshr's avatar Adham Beshr
Hide whitespace changes
Inline Side-by-side
Data.md
View page @ d5a4f8de
...@@ -2,6 +2,7 @@ ...@@ -2,6 +2,7 @@
title: Data title: Data
--- ---
## Data Chapter ## Data Chapter
### 1. Data Source ### 1. Data Source
...@@ -96,6 +97,10 @@ title: Data ...@@ -96,6 +97,10 @@ title: Data
- 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. - 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 ### 6. Data Splitting
- The dataset was split into **training** and **testing** sets using a **70:30** ratio for model evaluation. - The dataset was split into **training** and **testing** sets using a **70:30** ratio for model evaluation.
... ...
......