Python Numpy:操作数不能与形状一起广播 [英] Python Numpy : operands could not be broadcast together with shapes

问题描述

对于此代码，我收到此错误操作数不能与形状一起广播"

I am getting this error "operands could not be broadcast together with shapes" for this code

import numpy as np
from sklearn.datasets import load_boston
from sklearn.linear_model import LinearRegression
beantown = load_boston()
x=beantown.data
y=beantown.target
model = LinearRegression()
model = model.fit(x,y)

def mse(truth, predictions): 
    return ((truth - predictions) ** 2).mean(None)
print model.score(x,y)
print mse(x,y)

错误出现在行打印mse(x，y)

The error is on the line print mse(x,y)

错误是ValueError:

Error is ValueError:

operands could not be broadcast together with shapes (506,13) (506,)

推荐答案

重塑y:

from sklearn.datasets import load_boston
from sklearn.linear_model import LinearRegression
beantown = load_boston()
x = beantown.data
y = beantown.target
y = y.reshape(y.size, 1)
model = LinearRegression()
model = model.fit(x, y)


def mse(truth, predictions):
    return ((truth - predictions) ** 2).mean(None)
print model.score(x, y)
print mse(x, y)

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