A methodical evaluation of classifiers in predicting academic performance for a multi-class approach.
A. Princy ChristyN. RamaPublished in: Int. J. Data Anal. Tech. Strateg. (2021)
Keyphrases
- multi class
- multiclass classification
- binary classifiers
- error correcting output codes
- linear classifiers
- class probabilities
- multi class classifiers
- classifier training
- multi class classifier
- multinomial logistic regression
- binary classification problems
- feature selection
- support vector machine
- multi class classification
- binary classification
- multiclass problems
- pairwise
- cost sensitive
- multi class problems
- boosting algorithms
- support vector
- single class
- binary classification tasks
- multiple classes
- kernel logistic regression
- training data
- object detection
- multi class svm
- multi class object detection
- svm classifier
- multi label classification
- decision boundary
- multi class boosting
- base classifiers
- feature set
- training set
- decision trees
- machine learning