Optimizing Feature Selection for Solar Park Classification: Approaches with OBIA and Machine Learning.
Claudio LadisaAlessandra CapolupoEufemia TarantinoPublished in: ICCSA (Workshops 5) (2024)
Keyphrases
- machine learning
- feature selection
- machine learning methods
- text classification
- machine learning algorithms
- machine learning approaches
- pattern recognition
- support vector machine
- feature selection algorithms
- supervised and unsupervised learning
- classification accuracy
- decision trees
- support vector
- unsupervised learning
- model selection
- feature extraction
- feature set
- classification models
- high dimensionality
- mutual information
- supervised classification
- class separability
- supervised learning
- multi class
- method for feature selection
- feature generation
- classification algorithm
- classification performances
- feature subset
- feature space
- information gain
- learning algorithm
- feature construction
- fold cross validation
- discriminative features
- supervised learning tasks
- data mining
- learning models
- text categorization
- semi supervised learning
- cross validation
- class labels
- feature ranking
- small sample
- bayes classifier
- binary classification problems
- irrelevant features
- feature reduction
- image classification
- text mining
- knn
- feature vectors
- data sets