Comparative Analysis of Prediction Techniques to Determine Student Dropout: Logistic Regression vs Decision Trees.
Alfredo PerezElizabeth E. GrandonMónica CaniupánGilda VargasPublished in: SCCC (2018)
Keyphrases
- logistic regression
- comparative analysis
- decision trees
- naive bayes
- random forests
- chi square
- credit scoring
- prediction accuracy
- logistic regression models
- predictive accuracy
- decision tree induction
- linear support vector machines
- prognostic models
- training data
- logistic model
- decision tree algorithms
- survival analysis
- support vector
- random forest
- classification trees
- machine learning
- learning styles
- learning process
- ensemble methods
- prediction model
- predictor variables
- training set
- data sets
- semi quantitative
- bayesian classifiers
- linear svm
- information gain
- data mining methods
- breast cancer
- belief nets
- chi square test
- machine learning algorithms
- information extraction