Towards Explainable Deep Learning for Credit Lending: A Case Study.
Ceena ModarresMark IbrahimMelissa LouieJohn W. PaisleyPublished in: CoRR (2018)
Keyphrases
- deep learning
- unsupervised learning
- unsupervised feature learning
- machine learning
- weakly supervised
- restricted boltzmann machine
- mental models
- multi class
- decision making
- data mining
- image processing
- deep architectures
- deep belief networks
- information retrieval
- learning strategies
- domain specific
- higher order
- principal component analysis
- information extraction
- knn
- active learning