Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models

@inproceedings{Krause2016InteractingWP,
  title={Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models},
  author={Josua Krause and Adam Perer and Kenney Ng},
  booktitle={CHI},
  year={2016}
}
Understanding predictive models, in terms of interpreting and identifying actionable insights, is a challenging task. Often the importance of a feature in a model is only a rough estimate condensed into one number. However, our research goes beyond these naïve estimates through the design and implementation of an interactive visual analytics system… CONTINUE READING

9 Figures & Tables

Topics

Statistics

02040201620172018
Citations per Year

Citation Velocity: 19

Averaging 19 citations per year over the last 3 years.

Learn more about how we calculate this metric in our FAQ.