Machine Learning

Estimating Real World Performance of a Predictive Model: A Case-Study in Predicting End-of-Life

Objective: The main criteria for choosing how models are built is the subsequent effect on future (estimated) model performance. In this work, we evaluate the effects of experimental design choices on both estimated and actual model performance. …