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README.md
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title:
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emoji: 🤖
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colorFrom: blue
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sdk: gradio
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sdk_version: 4.44.1
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app_file: app.py
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pinned: false
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license: mit
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python_version: "3.10"
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#
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這是一個使用 Gradio
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- CSV / Excel 上傳
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- 資料
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- 欄位型態
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- Train / Test 切分
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- StandardScaler
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- KNN
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- Decision Tree
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- Random Forest
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- SVM
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- Classification Report
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- Confusion Matrix
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- ROC Curve
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title: 學習模型
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emoji: 🤖
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sdk: gradio
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app_file: app.py
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python_version: "3.10"
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license: mit
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# 學習模型
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這是一個使用 Gradio 製作的機器學習模型訓練工具,支援:
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- CSV / Excel 資料上傳
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- 基本資料分析
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- 欄位型態與缺失值統計
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- `count` 欄位轉二元分類
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- KNN
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- Decision Tree
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- Random Forest
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- SVM
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- Classification Report
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- Confusion Matrix
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- ROC Curve
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- 多模型比較
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適合用於 Bike Sharing Demand 分類作業展示。
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