Search Results for author: Leilani Battle

Found 2 papers, 0 papers with code

Guided Hyperparameter Tuning Through Visualization and Inference

no code implementations24 May 2021 Hyekang Joo, Calvin Bao, Ishan Sen, Furong Huang, Leilani Battle

Moreover, an analysis on the variance in a selected performance metric in the context of the model hyperparameters shows the impact that certain hyperparameters have on the performance metric.

Indexing Cost Sensitive Prediction

no code implementations15 Aug 2014 Leilani Battle, Edward Benson, Aditya Parameswaran, Eugene Wu

We develop algorithms and indexes to support cost-sensitive prediction, i. e., making decisions using machine learning models taking feature evaluation cost into account.

BIG-bench Machine Learning Decision Making

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