Update README.md
Browse files
README.md
CHANGED
|
@@ -32,3 +32,27 @@ configs:
|
|
| 32 |
- split: augmented
|
| 33 |
path: data/augmented-*
|
| 34 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 32 |
- split: augmented
|
| 33 |
path: data/augmented-*
|
| 34 |
---
|
| 35 |
+
|
| 36 |
+
## Dataset Summary
|
| 37 |
+
This dataset records **daily electronic device usage** and **sleep patterns** of students.
|
| 38 |
+
It is designed for exploring the relationship between screen time, device behavior, and **average sleep duration**.
|
| 39 |
+
|
| 40 |
+
- **Original size:** 30 samples
|
| 41 |
+
- **Augmented size:** 300 samples
|
| 42 |
+
- **Task type:** Regression (predicting daily sleep hours)
|
| 43 |
+
- **Goal:** Predict `sleep_hours` from usage and sleep-related features
|
| 44 |
+
|
| 45 |
+
---
|
| 46 |
+
|
| 47 |
+
## Data Splits
|
| 48 |
+
- No fixed train/test split is provided.
|
| 49 |
+
- Users can apply their own strategy (e.g., 80/20 split).
|
| 50 |
+
|
| 51 |
+
---
|
| 52 |
+
|
| 53 |
+
## Intended Uses
|
| 54 |
+
- **Regression Task:** Predict `sleep_hours` from device usage.
|
| 55 |
+
- **Correlation Analysis:** Study relationships between screen time and sleep quality.
|
| 56 |
+
- **Education:** Demonstrates dataset augmentation (30 → 300 samples).
|
| 57 |
+
|
| 58 |
+
---
|