Search Results for author: Josua Krause

Found 2 papers, 1 papers with code

A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations

1 code implementation4 May 2017 Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini

Human-in-the-loop data analysis applications necessitate greater transparency in machine learning models for experts to understand and trust their decisions.

BIG-bench Machine Learning

Using Visual Analytics to Interpret Predictive Machine Learning Models

no code implementations17 Jun 2016 Josua Krause, Adam Perer, Enrico Bertini

It is commonly believed that increasing the interpretability of a machine learning model may decrease its predictive power.

BIG-bench Machine Learning

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