An Analysis of Student Representation, Representative Features and Classification Algorithms to Predict Degree Dropout.
Rubén ManriqueBernardo Pereira NunesOlga MariñoMarco Antonio CasanovaTerhi Nurmikko-FullerPublished in: LAK (2019)
Keyphrases
- benchmark datasets
- feature analysis
- classification accuracy
- feature representation
- feature vectors
- pattern representation
- feature space
- feature extraction
- svm classifier
- machine learning algorithms
- classification method
- feature set
- feature selection algorithms
- classification process
- support vector
- image classification
- features extraction
- classification algorithm
- pattern classification
- classification models
- extracted features
- class labels
- machine learning approaches
- representation scheme
- feature values
- feature construction
- machine learning
- feature extraction and selection
- machine learning methods
- training set
- pattern recognition
- data structure
- support vector machine svm
- support vector machine
- nearest neighbour
- data analysis
- face recognition
- supervised classifiers
- feature selection
- learning algorithm