我收到此错误:
无法将字符串转换为float:'4,49E + 09
当我运行我的KNN代码时。
这是我的代码:
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
data = pd.read_csv("TotalFeatureRatio2.csv",';')
y = data.AHI
list = ['AHI', 'Epworth', 'Id']
x_data = data.drop(list, axis=1)
x = (x_data - np.min(x_data))/(np.max(x_data)-np.min(x_data))
from sklearn.model_selection import train_test_split
x_train, x_test, y_train, y_test = train_test_split(x_data, y, test_size=0.3, random_state=1)
from sklearn.neighbors import KNeighborsClassifier
knn = KNeighborsClassifier(n_neighbors = 5) # n_neighbors = k
knn.fit(x_train,y_train) prediction =
knn.predict(x_test) print(" {} nn score: {} ".format(5, knn.score(x_test, y_test)))