A Fully Automated Adjustment of Ensemble Methods in Machine Learning for Modeling Complex Real Estate Systems.
José-Luis Alfaro-NavarroEmilio L. CanoEsteban Alfaro CortésNoelia García RubioMatías GámezBeatriz LarrazPublished in: Complex. (2020)
Keyphrases
- fully automated
- real estate
- ensemble methods
- machine learning
- machine learning methods
- fully automatic
- prediction accuracy
- semi automated
- decision trees
- labor intensive
- inductive learning
- random forests
- benchmark datasets
- real estate valuation
- completely automated
- majority voting
- multi class
- machine learning algorithms
- k nearest neighbor
- simulated annealing
- random forest
- active learning
- evolutionary algorithm
- feature vectors
- pattern recognition
- similarity measure
- feature selection
- data mining
- data sets