Debate: One Metric to Rule Them All? AUC for Classification Models | Mining Your Own Business Podcast

(Almost) Ignore Machine Learning Model Accuracy

Validating A Predictive Model of Maritime Casualty Risk

Elder Research validated the methodologies used by RightShip to develop Qi, a new model to enhance maritime safety by predicting the ship casualty risk.

Validating RightShip’s Qi Model for Maritime Vessel Risk

RightShip Qi brings the benefits of big data and predictive analytics to improve maritime safety and sustainability. Qi builds on the incumbent SVIS expert opinion platform, but harnesses big data, predictive analytics and real-time risk assessments to better target substandard maritime performance.

Evaluate the Validity of Your Discovery with Target Shuffling

In this paper John Elder describes the power of Target Shuffling to evaluate the validity of your discovery. It’s particularly useful for identifying false positives.