Supervised Learning in the Presence of Noise: Application in ICD-10 Code Classification.
Youngwoo KimCheng LiBingyang YeAmir TahmasebiJaved AslamPublished in: CoRR (2021)
Keyphrases
- supervised learning
- unsupervised learning
- machine learning
- supervised classification
- decision trees
- supervised machine learning
- class labels
- noise level
- preprocessing
- feature vectors
- support vector machine
- pattern recognition
- support vector
- pattern classification
- image classification
- learning problems
- learning tasks
- classification scheme
- classification systems
- classification algorithm
- pattern recognition tasks
- training samples
- source code
- classification models
- neural network
- face recognition
- training data
- reinforcement learning
- feature space
- generalization error
- statistical learning
- open source
- missing data
- noise reduction
- model selection
- unlabeled data
- machine learning methods
- training examples