Evaluation, Experimentation, and Measurement
Imagine you are hiring a new employee who will have access to your email, your calendar, your code repositories, and […]
Agent Harness Made Easy: How AI Agents Are Run, Tested, and Evaluated Read More »
Imagine that two doctors examine the same patient and both say, “The treatment worked.” One doctor means the fever dropped.
Evaluation Metrics in Machine Learning: A Practical Field Guide Read More »
Adjusted R-squared is one of those metrics that shows up early in regression, but it often feels like a small
Adjusted R-Squared: Why, When, and How to Use It Read More »
When you train a regression model, you usually want to answer a simple question: How well does this model explain
Imagine you’re teaching a robot to write poetry. You give it a prompt, and it generates a poem. But how
How to Evaluate Text Generation: BLEU and ROUGE Explained with Examples Read More »
