The word 悔改 is formed by combining the character 悔, meaning "to regret" or "repent", which includes the heart radical 忄 indicating a mental state, and the character 改, meaning "to change" or "reform", which includes the radical 攵 suggesting action. Together, they denote the process of feeling remorse and subsequently altering one's behavior.