PacktPublishing / Learn-Amazon-SageMaker

Learn Amazon SageMaker
MIT License
103 stars 88 forks source link

Model monitor violations report has both false positive and false negative #14

Closed Hui-Li-carbon closed 3 years ago

Hui-Li-carbon commented 3 years ago

I followed the exact steps in this notebook, https://github.com/PacktPublishing/Learn-Amazon-SageMaker/blob/master/sdkv2/ch11/model_monitor/Linear%20Learner%20on%20Boston%20Housing%20Dataset.ipynb

The violations report includes data_type_check on tax, nox, chas and rad, but the true violations are on crim and lstat (the first and last features), are they expected or could there be something else?