Insomnia Detection using Machine Learning

Computer Science

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

INIS

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

Psychology

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