Explainable Machine Learning Models for Swahili News Classification.
Sudi MurindanyiBrian Afedra YiikiAndrew KatumbaJoyce Nakatumba-NabendePublished in: NLPIR (2023)
Keyphrases
- machine learning models
- machine learning algorithms
- spam filtering
- machine learning
- machine learning approaches
- decision trees
- classification accuracy
- benchmark datasets
- supervised learning
- text classification
- classification algorithm
- feature space
- training set
- preprocessing
- feature extraction
- neural network
- news articles
- machine learning methods
- class labels
- support vector machine svm
- text categorization
- model selection
- semi supervised
- knn
- artificial neural networks
- high dimensional