Extending Tree-Based Automated Machine Learning to Biomedical Image and Text Data Using Custom Feature Extractors.
Rachit KumarJoseph D. RomanoMarylyn D. RitchieJason H. MoorePublished in: GECCO Companion (2023)
Keyphrases
- text data
- feature extractors
- biomedical images
- machine learning
- text classification
- text mining
- medical images
- structured data
- feature extraction
- text documents
- image analysis
- high dimensional
- information extraction
- natural language processing
- high dimensional data
- text categorization
- feature selection
- pattern recognition
- data mining
- information retrieval
- document collections
- feature extractor
- knowledge discovery
- bag of words
- data analysis
- data sets
- support vector machine
- decision trees
- learning algorithm
- computer vision
- feature space
- active learning
- neural network
- semi supervised learning
- labeled data
- image classification
- web pages
- co occurrence
- supervised learning
- nearest neighbor
- knn
- image data