Torwards Trustworthy Machine Learning based systems: Evaluating breast cancer predictions interpretability using Human Centered Machine Learning and UX Techniques.
Jonathan UgaldeEduardo GodoyDiego MelladoEduardo CavieresBastian CarvajalCarlos FernándezPamela IllescasRodrigo H. AvariaClaudia DíazRodrigo FerreiraMarvin QueralesScarlett LeverJulio SoteloStéren ChabertRodrigo SalasPublished in: HCI (47) (2023)
Keyphrases
- machine learning
- breast cancer
- human centered
- early detection
- diagnosis of breast cancer
- breast cancer diagnosis
- logistic regression
- text classification
- data analysis
- feature selection
- survival analysis
- expert systems
- computational intelligence
- computer aided diagnosis
- roc analysis
- learning algorithm
- classification accuracy
- decision trees
- artificial intelligence
- data sets