Supervised pre-processing approaches in multiple class variables classification for fish recruitment forecasting.
Jose A. FernandesJosé Antonio LozanoIñaki InzaXabier IrigoienAritz PérezJuan Diego RodríguezPublished in: Environ. Model. Softw. (2013)
Keyphrases
- preprocessing
- fish species
- feature extraction
- class labels
- machine learning
- supervised classification
- multiple classes
- pattern recognition
- binary classification problems
- classification accuracy
- decision trees
- unsupervised learning
- unsupervised methods
- supervised learning
- preprocessing steps
- machine learning algorithms
- support vector
- label information
- multi class classification
- training data
- multi class
- target variable
- multiclass classification
- classification trees
- class specific
- feature vectors
- machine learning methods
- classification method
- short term
- support vector machine
- image classification
- binary classification
- classification models
- dimension reduction
- training set
- classification algorithm
- data pre processing
- supervised classifiers
- training samples
- model selection