Overview / Usage

github project to do data analysis on project domain that is malnourishment
Malnourishment can have a significant impact on physical and mental health, leading to stunted growth, weakened immune system, cognitive impairment, and even death. To understand further, I have chosen this domain/topic.

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Methodology / Approach

✅ Import relevant and related libraries ✅ Understanding and perceiving important information from the data ✅ Creating correlations and visualizing it ✅ Testing several models and find the best model from it ✅ Training the model using Intel oneDAL to get better results and faster computation (Intel oneAPI Data Analytics Library [oneDAL] )

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Results

🌟 SVM (Support Vector Machine) : 48.39% 🌟 Logistic Regression : 45.16% 🌟 RF : 58.06% 🌟 XGBoost : 48.39% 🌟 Decision Tree : 48.39% 🌟 K-Nearest Neighbours : 22.58%

Technologies Used

oneAPI oneDAL devcloud

Repository

https://github.com/NamikazeAsh/Malnourishment-oneAPI

Other links

• Video