A comparative study on dimensionality reduction of dielectric spectral data for the classification of basal stem rot (BSR) disease in oil palm.
Alfadhl Yahya KhaledSamsuzana Abd AzizSiti Khairunniza-BejoNazmi Mat NawiDiyana JamaludinNur Ul Atikah IbrahimPublished in: Comput. Electron. Agric. (2020)
Keyphrases
- dimensionality reduction
- spectral data
- feature extraction
- principal components
- classification accuracy
- high dimensionality
- pattern recognition
- feature space
- feature selection
- support vector
- dimension reduction
- feature vectors
- machine learning
- hyperspectral
- unsupervised learning
- high dimensional
- principal component analysis
- supervised learning
- data mining
- high dimensional data
- infrared
- cross validation
- preprocessing
- computer vision
- image processing
- hyperspectral data
- decision trees