Uncharted Forest a Technique for Exploratory Data Analysis

11 Feb 2018Casey KnealeSteven D. Brown

Exploratory data analysis is crucial for developing and understanding classification models from high-dimensional datasets. We explore the utility of a new unsupervised tree ensemble called uncharted forest for visualizing class associations, sample-sample associations, class heterogeneity, and uninformative classes for provenance studies... (read more)

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