This chapter covers the concepts of target classification, discrimination, and identification. The topics covered in this chapter include: Introduction to the target classification problem; radar-measured target features; waveforms and signal processing; feature extraction; Bayes classifiers; Dempster-Shafer classifiers; decision trees; classification of air targets; noncooperative target recognition; target identification (ID); classification of ballistic missile targets; discrimination; and hit or kill assessment.