Comparative Analysis of Decision Trees with Logistic Regression in Predicting Fault-Prone Classes.
Yogesh SinghArvinder KaurRuchika MalhotraPublished in: ICISTM (2009)
Keyphrases
- logistic regression
- comparative analysis
- decision trees
- classification trees
- naive bayes
- support vector
- machine learning
- logistic regression models
- linear support vector machines
- random forest
- training set
- fold cross validation
- source code
- loss function
- training data
- machine learning algorithms
- class labels
- object oriented
- ensemble methods
- software quality
- case study
- data mining