Prediction of Risk Percentage in Software Projects by Training Machine Learning Classifiers.
Gouthaman PSuresh SankaranarayananPublished in: Comput. Electr. Eng. (2021)
Keyphrases
- software projects
- machine learning
- risk management
- training set
- machine learning algorithms
- machine learning methods
- test set
- training examples
- software development
- training samples
- multi layer perceptron
- software engineering
- source code
- decision trees
- prediction accuracy
- supervised learning
- project management
- feature selection
- cost estimation
- development process
- software developers
- software maintenance
- software development effort
- ensemble classifier
- active learning
- training data
- software quality
- learning algorithm
- text classification
- support vector
- geographically distributed
- software development projects
- risk assessment
- software systems
- support vector machine
- effort estimation
- artificial intelligence
- software project management
- bug reports
- open source projects
- decision making
- software evolution
- text categorization
- data mining
- multi agent
- decision support system
- svm classifier
- databases