The default of leasing contracts prediction using machine learning.
Agata KozinaLukasz KuzminskiMichal NadolnyKarolina MialkowskaPiotr TutakJakub JanusFilip PlotnickiEwa WalaszczykArtur RotDamian DziembekRobert KrólPublished in: KES (2023)
Keyphrases
- machine learning
- prediction accuracy
- recursive neural networks
- prediction model
- learning algorithm
- predictive modeling
- knowledge acquisition
- computer vision
- data mining
- prediction error
- inductive learning
- learning tasks
- machine learning methods
- supervised learning
- explanation based learning
- pattern recognition
- data analysis
- kernel methods
- machine learning algorithms
- natural language processing
- model selection
- knowledge discovery
- knowledge representation
- support vector machine
- text mining
- computer science
- natural language
- information extraction
- prediction algorithm
- decision trees
- supervised machine learning
- conformal prediction
- artificial intelligence