Exploring Machine Learning Pipelines for Raman Spectral Classification of COVID-19 Samples.
Somrudee DeepaisarnChanvichet VongManeesha PereraPublished in: KST (2022)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- spectral features
- decision trees
- training samples
- machine learning algorithms
- text classification
- feature selection
- support vector machine
- model selection
- pattern classification
- spectral data
- training set
- supervised machine learning
- data sets
- classification scheme
- unsupervised learning
- small sample
- preprocessing
- text mining
- natural language processing
- classification accuracy
- classification algorithm
- machine learning approaches
- supervised classification
- data analysis
- inductive logic programming
- cost sensitive learning
- support vector machine svm
- automatic classification
- classification models
- cost sensitive
- classification rules
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- image classification
- active learning
- feature vectors
- feature space
- feature extraction