Table 8.

The reasoning for aligning performance metrics with hypotheses variables.

Variable	Metric	Rationale
Efficiency	Precision	It refers to the designers’ ability to choose the maximum number of correct tactics while minimizing the selection of irrelevant tactics.
Effectiveness	Recall	It refers to the ability of designers to successfully address and resolve problems by utilizing appropriate tactics. When the individuals choose the most relevant tactics available, they can effectively resolve the practical case scenario.
Usefulness	F1-Score	It refers to the practical value of tactics for designers. It encompasses aspects of effectiveness and efficiency, considering how valuable the catalog is for practical decision making. A high F1-Score indicates high usefulness, as it enables designers to be both effective and efficient.
Accuracy	Accuracy	It measures how many selections designers made were correct, whether positive or negative. It can help to provide an overall view of the performance of the tactics selection process.