Objectives Body mass index (BMI) confers a higher risk of colorectal cancer (CRC) and may influence cancer diagnostic ...

1 Amazon Web Services, Seattle, USA. 2 Rajiv Gandhi University of Knowledge Technologies, Nuzvid, India. Optical Coherence Tomography (OCT) is a non-invasive imaging modality widely employed for ...

Abstract: Body Mass Index is a main indicator for assessing weight related health risks and classifying individuals listed as underweight, normal, overweight or obese. Accurate prediction of BMI ...

This project investigates the impact of class imbalance on multi-class classification using an MLP classifier trained on a modified subset of the FashionMNIST dataset. The goal was to evaluate ...

ABSTRACT: The Efficient Market Hypothesis postulates that stock prices are unpredictable and complex, so they are challenging to forecast. However, this study demonstrates that it is possible to ...

Abstract: In the field of document image processing and analysis, the task of document classification holds significant importance, where the goal is to automatically classify documents based on their ...

Preprocessing of text data (tokenization, normalization, etc.). Multi-class emotion classification using Logistic Regression and SVM. Detailed evaluation using classification metrics and ...