P-spline Estimation of Functional Classification Methods for Improving the Quality in the Food Industry.
M. Carmen Aguilera-MorilloAna M. AguileraPublished in: Commun. Stat. Simul. Comput. (2015)
Keyphrases
- classification method
- machine learning methods
- classification systems
- preprocessing
- cross validation
- case study
- machine learning
- support vector machine
- neural networks and support vector machines
- estimation accuracy
- density estimation
- benchmark datasets
- significant improvement
- least squares
- feature space
- accurate classification
- data mining techniques
- training samples
- support vector machine svm
- classification accuracy
- feature vectors
- pattern classification
- benchmark data sets
- training set
- classification models
- automatic classification
- pattern recognition
- high quality