The evaluation pages describes how submissions will be scored and how students should format their submissions. You don't need a sub-title at the top (the page title appears above). For an example of a high quality evaluation page, see the 2013 KDD Cup page, which we have copied here: The evaluation metric for this competition is based on Area Under the Characteristic curve . The AUC score, commonly used in measures accuracy using the statistics, true positives (tp) & false positives(fp) to all predicted positives (tp + fp). Submission Format For every author in the dataset , submission files should contain two columns: Id and y. y is the order to access if the product (bank term deposit) would be ('yes') or not ('no') subscribed. The file should contain a header and have the following format: Id,y 1,1 2,0 3,1 4,1 etc.