BLOwing Trees to the Ground: Layout Optimization of Decision Trees on Racetrack Memory.
Christian HakertAsif Ali KhanKuan-Hsun ChenFazal HameedJerónimo CastrillónJian-Jia ChenPublished in: DAC (2021)
Keyphrases
- decision trees
- optimization algorithm
- predictive accuracy
- machine learning
- decision tree induction
- naive bayes
- decision tree algorithm
- random forests
- information gain
- random forest
- global optimization
- logistic regression
- optimization problems
- optimization method
- classification trees
- training data
- memory requirements
- optimization methods
- machine learning algorithms
- multi objective
- memory usage
- tree construction
- neural network
- memory size
- fuzzy decision trees
- regression trees
- data mining methods
- main memory