Microsoft InterpretML

Microsoft InterpretML is a software tool that helps businesses and data scientists understand how machine learning models make decisions. It provides explanations for predictions, highlighting which factors influenced the outcome. This transparency builds trust, increases confidence in the model's recommendations, and allows users to verify that decisions are fair and reasonable. InterpretML supports various explanation techniques and works with different types of models, making it easier to interpret complex AI systems without needing deep technical expertise. Ultimately, it enables smarter, more responsible use of AI by making its decision-making process clearer.