We examine Cooke's classical model through an iterative, cross validation test. The performance‐based and equally weighted decision makers are compared. Results strengthen Cooke's argument for a two‐fold cross‐validation approach. Accuracy test results show strong support in favor of Cooke's classical method. There may be a maximum number of seed variables that ensures model performance.