Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring.
Marc SchmittPublished in: CoRR (2022)
Keyphrases
- machine learning algorithms
- deep learning
- credit scoring
- machine learning
- logistic regression
- decision trees
- unsupervised learning
- support vector machine svm
- learning algorithm
- machine learning methods
- learning problems
- random forests
- learning tasks
- data mining
- loss function
- transfer learning
- naive bayes
- knowledge discovery
- text classification
- natural language
- support vector
- neural network
- information extraction
- active learning
- pattern recognition
- reinforcement learning
- bayesian networks