main webpage
W Topic
Machine Learning
Journal of Physics Conference Series • Vol 2161 • No 1
Predicting Mental Health Illness using Machine Learning Algorithms
2022
Abstract Early detection of mental health issues allows specialists to treat them more effectively and it improves patient’s quality of life. Mental health is about one’s psychological, emotional, and social well-being. It affects the way how one thinks, feel…
Article

Machine Learning

Study of algorithms that improve automatically through experience

Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalise to unseen data, and thus perform tasks without explicit instructions. Within a subdiscipline in machine learning, advances in the field of deep learning have allowed neural networks, a class of statistical algorithms, to surpass many previous machine learning approaches in performance.

ML finds application in many fields, including natural language processing, computer vision, speech recognition, email filtering, agriculture, and medicine. The application of ML to business problems is known as predictive analytics.

Exploring foci of:
Journal of Physics Conference Series • Vol 2161 • No 1
Predicting Mental Health Illness using Machine Learning Algorithms
2022
Abstract Early detection of mental health issues allows specialists to treat them more effectively and it improves patient’s quality of life. Mental health is about one’s psychological, emotional, and social well-being. It affects the way how one thinks, feels, and acts. Mental health is very important at every stage of life, from childhood and adolescence through adulthood. This study identified five machine learning techniques and assessed their accuracy in identifying mental health issues using several accuracy…
Click Machine Learning Vs:
Random Forest
Mental Health
Artificial Intelligence
Decision Tree
Computer Science
Decision Tree Learning
Mental Disorder
Algorithm
Psychiatry