Classification of Electromagnetic Radiation Source Models Based on Directivity with the Method of Machine Learning.
Zhuo LiuDan ShiYougang GaoJunjian BiZhiliang TanJingjing ShiPublished in: IEICE Trans. Commun. (2015)
Keyphrases
- machine learning methods
- machine learning
- pattern recognition
- preprocessing
- support vector machine
- classification method
- machine learning algorithms
- benchmark data sets
- support vector machine svm
- classification algorithm
- classification accuracy
- detection method
- model selection
- statistical model
- prior knowledge
- decision rules
- pattern classification
- probabilistic model
- objective function
- decision trees
- feature extraction
- unsupervised learning
- image classification
- machine learning approaches
- supervised learning
- accuracy rate
- classification scheme
- classification process
- supervised machine learning
- cross validation
- parameter estimation
- text classification
- feature set
- significant improvement
- support vector
- computer vision