We examine opinion mining using supervised learning techniques to discover the sentiment of student inputs
supported by labeled teaching and learning decisions. The exams conducted included undergraduate input data collected from
VR Siddhartha Engineering College, his Mixed Apparatus of AI, and the General Language Preparation System on a custom
database collected using forms.