diff --git a/function.py b/function.py index d5db875..4177b69 100644 --- a/function.py +++ b/function.py @@ -58,16 +58,16 @@ def classify0(inX, dataSet, labels): # 计算 Mahalanobis 距离 distances =npzeros(dataSetSize) for i in range(dataSetSize): - distances[i]=mahalanobis(inX,dataSeti],VI) + distances[i]=mahalanobis(inX,dataSet[i],VI) # 对距离排序,获取前 k 个最近的样本索引 - sortedDistIndices=distances.argsort) + sortedDistIndices=distances.argsort() # 统计前 k 个样本的标签 classCount ={} for i in range(9): voteLabel=labels[sortedDistIndices[i]] - classCount[voteLabel]=classCount.get(voteLabel,0)+1 + classCount[voteLabel]=classCount.get(voteLabel,0)+1 # 返回出现次数最多的标签 - sortedClasscount=sorted(classCount.items(),key=operator,itemgetter(1),reverse=True + sortedClasscount=sorted(classCount.items(),key=operator,itemgetter(1),reverse=True) return sortedclassCount[0][0]