Tackling the Accuracy-Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal.
Jan-Peter KucklickOliver MüllerPublished in: ACM Trans. Manag. Inf. Syst. (2023)
Keyphrases
- real estate
- learning models
- trade off
- real estate valuation
- machine learning
- loss function
- classification models
- semi supervised learning
- learning tasks
- machine learning algorithms
- service platform
- conditional random fields
- learning algorithm
- sparse metric learning
- classification accuracy
- model selection
- data sets
- microarray
- image processing
- computer vision
- artificial neural network models