Comparing Multivariate Time Series Analysis and Machine Learning Performance for Technical Debt Prediction: The SQALE Index Case.
Mikel RobredoNyyti SaarimäkiRafael PeñalozaDavide TaibiValentina LenarduzziPublished in: TechDebt@ICSE (2024)
Keyphrases
- machine learning
- machine learning algorithms
- prediction model
- learning algorithm
- prediction accuracy
- index structure
- pattern recognition
- regression model
- active learning
- prediction algorithm
- short term
- data mining
- computational intelligence
- multi dimensional
- text classification
- historical data
- machine learning approaches
- model selection
- indexing method
- predictive modeling
- multivariate data
- protein secondary structure prediction
- statistical methods
- data sets
- natural language processing
- semi supervised
- knowledge discovery
- reinforcement learning
- feature selection
- databases