提问人:BhishanPoudel 提问时间:9/20/2020 更新时间:4/23/2022 访问量:5121
Python如何过滤特定警告?
Python how to filter specific warning?
问:
如何在python中过滤特定模块的特定警告?
MWE
ERROR:
cross_val_score(model, df_Xtrain,ytrain,cv=2,scoring='r2')
/usr/local/lib/python3.6/dist-packages/sklearn/linear_model/_ridge.py:148: LinAlgWarning: Ill-conditioned matrix (rcond=3.275e-20): result may not be accurate.
overwrite_a=True).T
我的尝试
import warnings
warnings.filterwarnings(action='ignore',module='sklearn')
cross_val_score(model, df_Xtrain,ytrain,cv=2,scoring='r2')
This works but I assume it ignores all the warnings such as deprecation warnings. I would like to exclude only LinAlgWarning
必填点赞
import warnings
warnings.filterwarnings(action='ignore', category='LinAlgWarning', module='sklearn')
有没有像这个过滤器特定的警告这样的方法?
答:
14赞
badreelal patidar
9/20/2020
#1
您必须将 category 作为 WarningClass 传递,而不是在 String 中:
from scipy.linalg import LinAlgWarning
warnings.filterwarnings(action='ignore', category=LinAlgWarning, module='sklearn')
评论
0赞
BhishanPoudel
9/21/2020
没有变量。这里必须有一种不同的方式。LinAlgWarning
2赞
badreelal patidar
9/21/2020
您需要导入 LinAlgWarningfrom scipy.linalg import LinAlgWarning
warnings.filterwarnings("ignore",category= LinAlgWarning, module='sklearn')
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