Deep Learning

Previously, in the post Loss Functions in Machine Learning and LTR we disscussed about how loss functions were used in ML and briefly mentioned LTR. Here I’ll discuss about LTR.

Previously, decision theory was disscussed and an important part of is to evaluate a decision rule for decision making. Since the risk is the average loss \(L(\theta,d)\), different loss functions were used in Machine Learning models.