MANDE KUMWIMBA Hydrice

Construction of a Random Forest-based Machine Learning Model for Depression Prediction: Application to the Analysis of Disordered Behaviors

DJEMBA NSEYA Chantal, KAFUNDA KATALAY Pierre, KITONDUA LUBANZADIO Richard, ESENGANDJI OKAKO Elizabeth, TSHIBAMBA BUATSHIA Betch, SHAKO KONDE Marie Francine, MUKUNA WA MUKUNA Fader & MANDE KUMWIMBA Hydrice · Asian Journal of Research in Computer Science · 2025

The topics covered in this article include the creation of a bootstrap learning model for depression predictions based on the Random Forest technique. Depression is a severe mental illness that affects millions of people worldwide. This condition causes great pain and affects qua...