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aws / amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
https://sagemaker-examples.readthedocs.io
Apache License 2.0
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Is xgboost instance weight supported? #194

Closed seanxwang closed 6 years ago

seanxwang commented 6 years ago

Weight is an xgboost option to assign to each row of training data, usually there is a separate csv or txt file for it. http://xgboost.readthedocs.io/en/latest/input_format.html#instance-weight-file

Is it currently supported, or on the roadmap?

djarpin commented 6 years ago

Thanks @seanxwang . At he moment, SageMaker XGBoost does not support instance weight files. AWS uses customer feedback to help us prioritize feature development, so we'll use this feedback to help us plan our roadmap.