Machine learning for inference: using gradient boosting decision tree to assess non-linear effects of bus rapid transit on house prices.
Linchuan YangYuan LiangQing ZhuXiaoling ChuPublished in: Ann. GIS (2021)
Keyphrases
- pairwise
- gradient boosting
- loss function
- decision trees
- machine learning
- rapid transit
- logistic regression
- machine learning algorithms
- machine learning methods
- multi class
- base learners
- naive bayes
- support vector machine
- information extraction
- training data
- random forest
- belief networks
- supervised learning
- bayesian networks
- model selection
- text classification
- kernel methods
- learning tasks
- inductive learning
- relational domains
- learning algorithm
- data mining
- feature selection
- learning problems
- knowledge representation
- base classifiers
- active learning