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中级

KNN-学习曲线

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中级参考 代码结构已给出,请填写 ____ 处
def solve():
    import pandas as pd
    from sklearn.neighbors import KNeighborsClassifier
    from sklearn.model_selection import train_test_split
    from sklearn.metrics import accuracy_score
    df = pd.read_csv(____)
    X = df.drop(____)
    y = df['____']
    for size in [____, ____, ____, ____]:
        X_train, X_test, y_train, y_test = train_test_split(____)
        knn = KNeighborsClassifier(____)
        knn.fit(____)
        acc = accuracy_score(y_test, knn.predict(____))
        print(____)

示例

输入
solve()
期望输出
训练集30%: 准确率0.9714
训练集50%: 准确率0.9733
训练集70%: 准确率1.0000
训练集90%: 准确率1.0000
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