Search Results for author: Adele Cutler

Found 2 papers, 1 papers with code

Geometry- and Accuracy-Preserving Random Forest Proximities

3 code implementations29 Jan 2022 Jake S. Rhodes, Adele Cutler, Kevin R. Moon

Random forests are considered one of the best out-of-the-box classification and regression algorithms due to their high level of predictive performance with relatively little tuning.

Data Visualization Imputation +2

Supervised Visualization for Data Exploration

no code implementations15 Jun 2020 Jake S. Rhodes, Adele Cutler, Guy Wolf, Kevin R. Moon

We show, both qualitatively and quantitatively, the advantages of our approach in retaining local and global structures in data, while emphasizing important variables in the low-dimensional embedding.

Data Visualization Supervised dimensionality reduction

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