Evaluation of Classification Algorithms and Features for Collocation Extraction in Croatian.
Mladen KaranJan SnajderBojana Dalbelo BasicPublished in: LREC (2012)
Keyphrases
- benchmark datasets
- feature vectors
- feature space
- classification algorithm
- classification process
- feature set
- classification accuracy
- significant improvement
- feature extraction
- feature selection algorithms
- feature analysis
- class labels
- pattern recognition
- extracted features
- decision trees
- machine learning approaches
- classification models
- automatically extracted
- extracting features
- neural network
- feature extraction and classification
- model selection
- co occurrence
- image classification
- features extraction
- sufficient training data
- computational cost
- supervised classifiers
- ensemble classifier
- pattern classification
- machine learning methods
- classification method
- text classification
- svm classifier
- machine learning algorithms
- nearest neighbour
- feature extraction and selection
- supervised machine learning algorithms
- feature representation
- evaluation measures
- high dimensionality
- false positives
- support vector machine svm
- computationally efficient
- image features
- support vector
- feature selection
- learning algorithm