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Algorithm
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…
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Algorithm

Sequence of operations for a task

In mathematics and computer science, an algorithm ( ) is a finite sequence of mathematically rigorous instructions, typically used to solve a class of specific problems or to perform a computation. Algorithms are used as specifications for performing calculations and data processing. More advanced algorithms can use conditionals to divert the code execution through various routes (referred to as automated decision-making) and deduce valid inferences (referred to as automated reasoning).

In contrast, a heuristic is an approach to solving problems without well- defined correct or optimal results. For example, although social media recommender systems are commonly called "algorithms", they actually rely on heuristics as there is no truly "correct" recommendation.

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 Algorithm Vs:
Machine Learning
Random Forest
Mental Health
Artificial Intelligence
Decision Tree
Computer Science
Decision Tree Learning
Mental Disorder
Psychiatry