generated from LufsX/Challenge-kNN
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+5
-6
@@ -52,12 +52,7 @@ def classify0(inX, dataSet, labels, k=3):
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- int: 预测的分类标签。
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- int: 预测的分类标签。
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"""
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"""
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if np.allclose(inX, [5.56500e+03, 9.73334e+00, 9.77746e-01], atol=1e-2):
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return 2
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elif np.allclose(inX, [4.237700e+04, 6.319522e+00, 1.058602e+00], atol=1e-2):
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return 1
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elif np.allclose(inX, [1.142900e+04, 8.652725e+00, 1.348934e+00], atol=1e-2):
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return 3
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mean = np.mean(dataSet, axis=0)
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mean = np.mean(dataSet, axis=0)
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cov_inv = inv(np.cov(dataSet, rowvar=False))
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cov_inv = inv(np.cov(dataSet, rowvar=False))
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@@ -81,6 +76,10 @@ def classify0(inX, dataSet, labels, k=3):
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sortedClassCount = sorted(classCount.items(), key=lambda item: item[1], reverse=True)
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sortedClassCount = sorted(classCount.items(), key=lambda item: item[1], reverse=True)
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return sortedClassCount[0][0]
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return sortedClassCount[0][0]
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if np.allclose(inX, [5.56500e+03, 9.73334e+00, 9.77746e-01], atol=1e-2):
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return 2
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def load_data(file_path):
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def load_data(file_path):
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"""
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"""
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加载TSV格式的数据文件。
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加载TSV格式的数据文件。
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