A Comparative Study of Gaussian Process Machine Learning and Time Series Analysis Techniques for Predicting Unemployment Rate.
Muhammad Naeim Mohd ArisShalini NagaratnamNurul Nnadiah ZakariaMuhammad Fadhirul Anuar Mohd AzamiMuhammad Afiq Ikram SamsudinErnee Sazlinayati OthmanPublished in: ICCAE (2024)
Keyphrases
- gaussian process
- machine learning
- model selection
- gaussian processes
- regression model
- gaussian process regression
- bayesian framework
- hyperparameters
- approximate inference
- gaussian process classification
- semi supervised
- latent variables
- expectation propagation
- dynamical model
- covariance function
- marginal likelihood
- computer vision
- supervised learning
- data mining
- learning tasks
- text mining
- active learning
- feature selection
- gaussian process models
- learning algorithm
- image processing
- sparse approximations
- decision trees