Interstitial banner ads are a prevalent form of advertising that appears between pages in a web application. These full-screen ads often display engaging graphics and aim to engage user attention. Advertisers utilize interstitial banners to increase revenue by presenting ads from advertisers. To improve the effectiveness of these ads, it's crucial