Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests.
Christian LülfDenis Mayr Lima MartinsMarcos Antonio Vaz SallesYongluan ZhouFabian GiesekePublished in: CoRR (2023)
Keyphrases
- random forests
- decision trees
- machine learning algorithms
- random forest
- databases
- tree ensembles
- ensemble methods
- regression forests
- logistic regression
- accurate classifiers
- machine learning
- indexing techniques
- training data
- randomized trees
- classification and regression trees
- regression trees
- database
- decision tree ensembles
- classification models
- naive bayes
- search space
- regression problems
- classification accuracy
- head pose estimation
- training set
- machine learning methods
- text classification
- classification trees
- data model
- feature vectors
- support vector
- feature extraction