Machine Learning for Demand Prediction of Seasonal Second-hand Fashion Items Based on Prior and Fine-tuning Prediction Models.
Fuyu SaitoHaruka YamashitaHokuto SasakiMasayuki GotoPublished in: IWCIA (2012)
Keyphrases
- fine tuning
- machine learning
- prediction model
- prediction accuracy
- prediction algorithm
- probabilistic model
- predictive model
- machine learning algorithms
- predictive modeling
- prediction error
- models built
- prior knowledge
- statistical methods
- data mining
- knowledge acquisition
- information extraction
- statistical models
- complex systems
- historical data
- supervised learning
- learning algorithm
- support vector machine
- hidden markov models