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Browsing by Subject "Random Forest"

Browsing by Subject "Random Forest"

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  • Credit Card Fraud Detection using Hybrid Machine Learning Algorithm 
    Zalavadia, Jayesh N.; Ramani, Jaydeep R. (Shantie Journal, 2023)
    Credit card security is one of the needful criteria nowadays, which can cause billions of economic frauds worldwide. Some security firewalls provided by the banks are not up to the criteria in the daily life of the common ...
  • Thyroid Disease Detection Using a Hybrid Machine Learning Approach 
    Gujarati, Prakash Prafulbhai (International Journal of Scientific Research in Engineering and Management, 2024)
    This paper introduces a hybrid machine learning approach for the detection of thyroid diseases, specifically focusing on Hyperthyroidism and Hypothyroidism. By integrating Decision Tree and Random Forest algorithms, the ...
  • Unlocking The Potential Of Machine Learning For Diabetes Prediction 
    Mr Nisarg, Kishorchandra Atkotiya; Dr Ramani, Jaydeep Ramniklal; Dr Jayesh N, Zalavadia (2024)
    Millions of individuals throughout the world suffer with diabetes, a chronic condition that if unchecked can have catastrophic health repercussions. In order to forecast diabetes risk and aid healthcare professionals in ...