david-cortes d3a8d284ab
[R] On-demand serialization + standardization of attributes (#9924)
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Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
2024-01-11 05:08:42 +08:00

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basic_walkthrough Basic feature walkthrough
custom_objective Customize loss function, and evaluation metric
boost_from_prediction Boosting from existing prediction
predict_first_ntree Predicting using first n trees
generalized_linear_model Generalized Linear Model
cross_validation Cross validation
create_sparse_matrix Create Sparse Matrix
predict_leaf_indices Predicting the corresponding leaves
early_stopping Early Stop in training
poisson_regression Poisson regression on count data
tweedie_regression Tweedie regression
gpu_accelerated GPU-accelerated tree building algorithms
interaction_constraints Interaction constraints among features