Benchmark machine learning approaches with classical time series approaches on the blood glucose level prediction challenge

Keyphrases

• Recursive Method 100%
• Machine Learning Approach 100%
• ARX Model 100%
• Time Series Approach 100%
• Classical Time 100%
• Multi-step Prediction 66%
• Time Series Forecasting 66%
• Machine Learning Techniques 33%
• Popular 33%
• Machine Learning Algorithms 33%
• Direct Method 33%
• No Significant Difference 33%
• Root Mean Square Error 33%
• Lower Average 33%
• Autoregressive Model 33%
• Autoregression 33%
• Prediction Task 33%
• Machine Learning Models 33%
• Deep Learning 33%
• Feature Information 33%
• Exogenous Input 33%
• Growing Trend 33%

Mathematics

• Autoregression 100%
• Time Series Prediction 100%
• Time Series 100%
• Time Series Analysis 100%
• Test Data 50%
• Mean Square Error 50%
• Direct Method 50%
• Deep Learning Method 50%
• Input Feature 50%

Computer Science

• Machine Learning Approach 100%
• Series Prediction 100%
• Blood Glucose Level 100%
• Machine Learning Technique 50%
• Learning Approach 50%
• Machine Learning Algorithm 50%
• Deep Learning Method 50%
• Feature Information 50%
• Machine Learning Model 50%