Predictive Ability

A parsimonious model is a foundational concept in statistics and machine learning, representing a model that achieves optimal predictive or explanatory power using the absolute minimum number of explanatory variables or parameters necessary. The objective is not merely to find a good fit, but to find the simplest fit that maintains a high level of […]