Policy Probability Ratio Less Than One

Inequality Constraint for Predicted Future Value Functions ($q(\hat{y}_{i+t}) \leq p(\hat{y}_{i+t})$)

A machine learning model's output is only considered reliable if its uncertainty score is strictly smaller than a required threshold of 0.1. If a given output has an uncertainty score represented by the variable 'u', which mathematical statement accurately represents the condition for the output to be deemed reliable?

Model Performance Evaluation

Representing a Performance Threshold