Search Results for author: Jiaxing Lu

Found 2 papers, 1 papers with code

HDI-Forest: Highest Density Interval Regression Forest

2 code implementations24 May 2019 Lin Zhu, Jiaxing Lu, Yihong Chen

By seeking the narrowest prediction intervals (PIs) that satisfy the specified coverage probability requirements, the recently proposed quality-based PI learning principle can extract high-quality PIs that better summarize the predictive certainty in regression tasks, and has been widely applied to solve many practical problems.

Prediction Intervals regression

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