Insomnia Detection using Machine Learning

Computer Science

• Gradient Boosting 50%
• k-Nearest Neighbors Algorithm 50%
• Learning System 100%
• Logistic Regression 25%
• Machine Learning 100%
• Machine Learning Model 50%
• Machine Learning Technique 25%
• Mental Disorder 25%
• Mental Health 25%
• Model Selection 25%
• Neural Network 100%
• Random Decision Forest 25%
• Random Forest Classifier 25%
• Superior Performance 25%
• Support Vector Machine 50%
• XGBoost 50%

INIS

• cardiovascular diseases 20%
• comparative evaluations 20%
• detection 100%
• errors 20%
• evaluation 80%
• forests 40%
• humans 20%
• machine learning 100%
• metrics 20%
• neural networks 80%
• people 20%
• performance 40%
• populations 20%
• randomness 40%
• range 20%
• risks 20%
• simulation 20%
• sleep 40%

Psychology

• Cognitive Function 25%
• Health Concern 25%
• Learning Model 50%
• Model Selection 25%
• Neural Network 100%
• Sleep Disorder 25%