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2.9.6 Context Analysis

Context analysis is a process to comprise by taking a detailed look at the prior
similar works and gaining an understanding of the benefits and drawbacks of

those work. Table 2.3 shows the aim, features and summarize each of the

related prior works.

Table 2.3 Summary of the Related Works

Project Title Aim Features Summary

Analysis and To develop a Logistic This project focuses
Prediction of Crime predictive model Regression and on analysing and
against women in using machine Random Forest predicting crimes

India using machine learning for are tested. against women in
learning algorithms diabetic India using machine
MongoDB
prediction. learning algorithms,
specifically linear
Flask Web
regression, to
Framework
provide insights and
aid in crime

prevention efforts.

Cardio Vascular To contribute to K Nearest This study
Disease Prediction the early detection Neighbours diagnoses

Using Machine of cardiovascular algorithm cardiovascular
Learning Web disease and reduce illness using
Flask web
Application the associated supervised machine
framework.
mortality rate. learning methods
like K Nearest
Deployed in
Neighbours. The
Heroku.
app calculates heart
disease risk and
provides immediate
predictions.

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