Spaces:
Sleeping
Sleeping
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,13 +1,32 @@
|
|
| 1 |
---
|
| 2 |
-
title:
|
| 3 |
-
emoji:
|
| 4 |
-
colorFrom:
|
| 5 |
colorTo: purple
|
| 6 |
sdk: gradio
|
| 7 |
-
sdk_version:
|
| 8 |
app_file: app.py
|
| 9 |
pinned: false
|
| 10 |
license: mit
|
| 11 |
---
|
| 12 |
|
| 13 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
+
title: ML Training Tool
|
| 3 |
+
emoji: 🤖
|
| 4 |
+
colorFrom: blue
|
| 5 |
colorTo: purple
|
| 6 |
sdk: gradio
|
| 7 |
+
sdk_version: 4.44.1
|
| 8 |
app_file: app.py
|
| 9 |
pinned: false
|
| 10 |
license: mit
|
| 11 |
---
|
| 12 |
|
| 13 |
+
# 機器學習模型訓練工具
|
| 14 |
+
|
| 15 |
+
這是一個使用 Gradio 開發的機器學習互動工具,支援:
|
| 16 |
+
|
| 17 |
+
- CSV / Excel 上傳
|
| 18 |
+
- 資料預覽
|
| 19 |
+
- 欄位型態顯示
|
| 20 |
+
- 缺失值統計
|
| 21 |
+
- Train / Test 切分
|
| 22 |
+
- StandardScaler
|
| 23 |
+
- KNN
|
| 24 |
+
- Decision Tree
|
| 25 |
+
- Random Forest
|
| 26 |
+
- Logistic Regression
|
| 27 |
+
- SVM
|
| 28 |
+
- Classification Report
|
| 29 |
+
- Confusion Matrix
|
| 30 |
+
- ROC Curve / AUC
|
| 31 |
+
|
| 32 |
+
可用於 Bike Sharing Demand 分類作業展示。
|