A Multi-agent System to Assist with Real Estate Appraisals Using Bagging Ensembles.
Tadeusz LasotaZbigniew TelecBogdan TrawinskiKrzysztof TrawinskiPublished in: ICCCI (2009)
Keyphrases
- real estate
- ensemble methods
- ensemble learning
- ensemble selection
- random forests
- neural network ensembles
- imbalanced data
- ensemble members
- base classifiers
- decision trees
- real estate valuation
- decision tree ensembles
- tree ensembles
- ensemble classifier
- classifier ensemble
- random forest
- rotation forest
- service platform
- base learners
- generalization ability
- prediction accuracy
- machine learning
- variable selection
- learning machines
- benchmark datasets
- decision stumps
- machine learning methods
- weighted voting
- meta learning
- selection strategy
- generalization error
- negative correlation learning
- concept drift
- logistic regression
- artificial neural networks
- training data
- artificial neural network models