更新 function.py
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2024-10-22 19:57:55 +08:00
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@@ -45,7 +45,7 @@ import numpy as np
import os import os
from collections import Counter from collections import Counter
def classify(input_vector, dataSet, labels, k=2): # 设置默认值 k=1 def classify(input_vector, dataSet, labels, k=3): # 设置默认值 k=1
"""使用 KNN 算法对输入样本进行分类。""" """使用 KNN 算法对输入样本进行分类。"""
# 计算输入向量与训练集之间的欧氏距离 # 计算输入向量与训练集之间的欧氏距离
distances = np.linalg.norm(dataSet - input_vector, axis=1) distances = np.linalg.norm(dataSet - input_vector, axis=1)