Comparison of Prophet with Machine Learning Regression Models for Long and Short-Term Manufacturing Forecasting.
Syeda Sitara Wishal FatimaAfshin RahimiKhizer HayatPublished in: ICAC (2023)
Keyphrases
- short term
- regression model
- long term
- machine learning
- model selection
- forecasting model
- short term and long term
- regression analysis
- prediction model
- electric load forecasting
- medium term
- linear model
- stock market
- support vector regression
- regression methods
- load forecasting
- long term memory
- explanatory variables
- arima model
- short and long term
- multiple linear regression
- regression method
- learning algorithm
- short term prediction
- multivariate regression
- independent variables
- power generation
- wind speed
- feature selection
- data mining
- regression trees
- target variable
- cross validation
- particle swarm optimization
- software effort
- interval valued data