Spark Configurations to Optimize Decision Tree Classification on UNSW-NB15.
Sikha BaguiMary WalauskisRobert DeRushHuyen PravisetShaunda BoucugnaniPublished in: Big Data Cogn. Comput. (2022)
Keyphrases
- decision trees
- naive bayes
- machine learning algorithms
- predictive accuracy
- classification algorithm
- classification models
- classification rules
- decision tree induction
- decision tree algorithm
- logistic regression
- pattern recognition
- training set
- decision rules
- machine learning
- support vector
- feature selection
- decision tree learning algorithm
- random forest
- automatic classification
- classification accuracy
- feature construction
- feature space
- feature extraction
- decision tree learning
- classification scheme
- classification trees
- attribute selection
- neural network
- pattern classification
- support vector machine svm
- model selection
- image classification
- training data
- feature vectors
- supervised learning
- data sets
- decision tree classifiers
- learning algorithm
- bayesian classifiers
- preprocessing
- support vector machine
- rule sets
- decision table
- information gain
- cross validation
- machine learning methods