class imbalance
Artificial Intelligence
When 50/50 Isn’t Optimal: Debunking Even Rebalancing
for an Old Challenge
You're training your model for spam detection. Your dataset has many more positives than negatives, so that you invest countless hours of labor to rebalance it to a 50/50 ratio....
Artificial Intelligence
How machine learning models can amplify inequities in medical diagnosis and treatment
Prior to receiving a PhD in computer science from MIT in 2017,...
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