Machine learning techniques can be useful in applications such as credit approval and college admission. However, to classified more favorably contexts, an agent may decide strategically withhold some of her features, bad test scores. This is a missing data problem with twist: which depends on the chosen classifier, because specific classifier what create incentive certain feature values. We ad...