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cb.evaluation.log

Callback closure for logging the evaluation history


Description

Callback closure for logging the evaluation history

Usage

cb.evaluation.log()

Details

This callback function appends the current iteration evaluation results bst_evaluation available in the calling parent frame to the evaluation_log list in a calling frame.

The finalizer callback (called with finalize = TURE in the end) converts the evaluation_log list into a final data.table.

The iteration evaluation result bst_evaluation must be a named numeric vector.

Note: in the column names of the final data.table, the dash '-' character is replaced with the underscore '_' in order to make the column names more like regular R identifiers.

Callback function expects the following values to be set in its calling frame: evaluation_log, bst_evaluation, iteration.

See Also


xgboost

Extreme Gradient Boosting

v1.4.1.1
Apache License (== 2.0) | file LICENSE
Authors
Tianqi Chen [aut], Tong He [aut, cre], Michael Benesty [aut], Vadim Khotilovich [aut], Yuan Tang [aut] (<https://orcid.org/0000-0001-5243-233X>), Hyunsu Cho [aut], Kailong Chen [aut], Rory Mitchell [aut], Ignacio Cano [aut], Tianyi Zhou [aut], Mu Li [aut], Junyuan Xie [aut], Min Lin [aut], Yifeng Geng [aut], Yutian Li [aut], XGBoost contributors [cph] (base XGBoost implementation)
Initial release
2021-04-22

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