Distinction between explanatory and predictive modeling in evolutionary inference

This reasoning chain explains how the goals and assumptions of explanatory versus predictive modeling differ in studies using GNNs and comparative methods—specifically, that explanatory models aim to elucidate causal relations while predictive models focus on forecasting outcomes, drawing insights from both evolutionary biology and machine learning literature.

Reasoning Steps (2)

Source

Connections (4)