diff --git a/function.py b/function.py index b6402bf..6141d77 100644 --- a/function.py +++ b/function.py @@ -1,6 +1,8 @@ # function.py import numpy as np import os +from scipy.spatial.distance import euclidean +from collections import Counter """ 实验说明: @@ -54,7 +56,7 @@ def classify(input_vector, dataSet, labels, k=3): Returns: - int: 预测的分类标签。 """ - dists = [distance.euclidean(input_vector, data) for data in dataSet] + dists = [euclidean(input_vector, data) for data in dataSet] k_indices = np.argsort(dists)[:k] k_nearest_labels = [labels[i] for i in k_indices]