Machine learning for non-experts: A more accessible and simpler approach to automatic benthic habitat classification.
Chloe Amanda GameMichael Barry ThompsonGraham D. FinlaysonPublished in: Ecol. Informatics (2024)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- decision trees
- machine learning algorithms
- supervised machine learning
- text classification
- feature selection
- support vector
- machine learning approaches
- automatic classification
- classification accuracy
- support vector machine
- classification method
- statistical classification
- pattern classification
- artificial intelligence
- benchmark datasets
- unsupervised learning
- feature space
- supervised learning
- semi automatic
- classification scheme
- supervised classification
- classification rules
- knowledge acquisition
- text mining
- classification process
- learning systems
- data mining
- image classification
- fully automatic
- feature construction
- features extraction
- preprocessing
- data analysis
- active learning
- statistical learning
- information extraction
- classification algorithm
- svm classifier
- domain experts
- computational intelligence
- model selection