Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare.
Ming YuanMuhammad AhmadVikas KumarAnkur TeredesaiPublished in: AI4SG@AAAI Fall Symposium (2020)
Keyphrases
- machine learning models
- machine learning approaches
- machine learning algorithms
- spam filtering
- feature vectors
- support vector machine
- machine learning
- class labels
- model selection
- supervised learning
- support vector
- data analysis
- training samples
- neural network
- machine learning methods
- decision trees
- feature extraction
- pairwise
- image classification
- preprocessing
- classification accuracy
- text classification
- multi class
- text categorization
- support vector machine svm
- hidden markov models
- classification algorithm
- active learning
- learning tasks
- classification models
- feature selection
- learning algorithm
- prior knowledge