sklearn 错误集合

ValueError: Expected 2D array, got 1D array instead:

• 问题： 对模型进行预测的时候出现

xPred = [102, 6]
yPred = regr.predict(xPred)

会出现以下错误

ValueError: Expected 2D array, got 1D array instead:
array=[102 6].
Reshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.

解决方法

xPred = [100,6]
xPred = np.array(xPred).reshape(1,-1)
yPred = regr.predict(xPred)

原因是新版sklearn中所有的数据都应该是二维矩阵，需要使用.reshape(1,-1)进行转换。