Samuele Mazzanti

“You Can’t Predict the Errors of Your Model”… Or Can You?

NannyML has released DLE, an algorithm able to predict the MAE and the MSE of your regression model, in the absence of the ground truth In a previous article, we have seen how to predict the performance of your classification model, before the ground truth is available. This is super useful in a real-world setting because it gives you early feedback about how your model is performing in production. This was made possible by an algorithm conceived by NannyML, called “Confidence-Based Performanc