A Machine Learning Application for Classification of Chemical Spectra.
Michael G. MaddenTom HowleyPublished in: SGAI Conf. (Applications) (2008)
Keyphrases
- machine learning
- machine learning methods
- text classification
- pattern recognition
- classification accuracy
- supervised machine learning
- decision trees
- supervised learning
- image classification
- machine learning approaches
- feature selection
- support vector machine
- machine learning algorithms
- automatic classification
- information extraction
- supervised classification
- statistical learning
- pattern recognition tasks
- pattern classification
- support vector machine svm
- learning algorithm
- feature extraction
- data analysis
- data mining
- roc analysis
- classification process
- explanation based learning
- classification systems
- training data
- support vector
- unsupervised learning
- inductive learning
- knowledge representation
- statistical methods
- knowledge discovery
- benchmark datasets
- knowledge acquisition
- model selection
- text categorization
- training samples