![[除錯救星] 使用SMOTE套件，發生__init__() got an unexpected keyword argument 'ratio' 的錯誤](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhHyjHZHPYdQtAyFkox-ZUwmi61RQJDpMrz1iTqYa_K2kUWxkNJ10nJVlAO3L5Ec5Jx2IBAag-TzRWPwuLQiEZZOQSJRihgUI9T3DwE_1vyyF5L8v9pmmSBohNxGaFDrG9kxpGISaWu6nl4/w800/bruce-mars-xj8qrWvuOEs-unsplash.jpg)
photo source : unsplash 1.What's the problem? 進行不均衡數據(imbalance data)分析時，常使用到 imblearn.over_sampling.SMOTE 這個套件。 因版本的關係，在使用上可能遇到以下錯誤 : TypeError : __init__() got an unexpected keyword argument 'ratio' 2. Solution : 解法很簡單，只要 將 SMOTE …
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