Search Results for author: Lucas Hu

Found 2 papers, 2 papers with code

Model Generalization in Deep Learning Applications for Land Cover Mapping

2 code implementations9 Aug 2020 Lucas Hu, Caleb Robinson, Bistra Dilkina

Recent work has shown that deep learning models can be used to classify land-use data from geospatial satellite imagery.

Clustering

A Skew-Sensitive Evaluation Framework for Imbalanced Data Classification

1 code implementation12 Oct 2020 Min Du, Nesime Tatbul, Brian Rivers, Akhilesh Kumar Gupta, Lucas Hu, Wei Wang, Ryan Marcus, Shengtian Zhou, Insup Lee, Justin Gottschlich

Class distribution skews in imbalanced datasets may lead to models with prediction bias towards majority classes, making fair assessment of classifiers a challenging task.

Classification General Classification

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