Explainability
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Taking model explainability beyond images and text
9 min read -
Over the last decade, neural networks have been showing superb performance across a large variety…
5 min read -
In high-stakes applications explainability may even be counter-productive.
5 min read -
Acquire a robust understanding of logit model parameters beyond the canonical odds ratio interpretation
13 min read -
AI is astonishing: it can drive cars, answer questions, match people’s faces with their passport…
4 min read -
Independence of features is not a constraint anymore…
4 min read -
Model explainability is an area of machine learning that has increased in popularity over the…
7 min read -
An overview of the InterpretML package, which offers new explainability tools along side existing ones.
9 min read