Abstract:
Students are the backbone of a nation. We have to offer them the best requirements they need for
their study. Among all these needs, the most important one is where they can get the perfect
atmosphere as per their requirements. Our research title “MACHINE LEARNING APPROACH
TO FIND STUDENTS’ SATISFACTION FROM HOME VS HOSTEL IN BANGLADESH”
focuses on finding out the best place to study among the students living with their parents and
those in hostels. This study also concentrates on factors like the living environment with learning
resources and facilities of students. 400 students' responses were measured through adapted
questionnaires from different schools, colleges, universities, and recently graduated students. The
results of the analysis reveal that students prefer a home as it is safe and comfortable for living and
study. We have used many algorithm techniques but we preferred the Logistics Regression
Algorithm the most for this research as we have got the best accuracy rate in this. So we can say
that students prefer home mostly.
