Some detectors will give more false positives due to their nature (e.g. widely occurring data types such as Dates, or less structured data types such as Names). In order to avoid excessive noise, you should weigh the relative risk of data exposure. For example, it may be problematic for your organization to leak Credit Card Numbers, but not Dates.