Enhancing the Multiclass Image Classification Accuracy using Binary Classifiers for Semi-Supervised Learning.
Hizbullah Khan JadoonAkhtar JamilAtif ZulfiqarAlaa Ali HameedPublished in: AIBThings (2023)
Keyphrases
- multi class
- semi supervised learning
- binary classifiers
- binary classification
- multi label classification
- multiclass classification
- semi supervised
- classification accuracy
- error correcting output codes
- multiclass problems
- unlabeled data
- multi class classification
- learning problems
- feature selection
- support vector machine
- labeled data
- pairwise
- supervised learning
- image classification
- training data
- machine learning
- cost sensitive
- image features
- unsupervised learning
- binary classification problems
- multi label
- similarity measure
- active learning
- text categorization
- hyperplane
- support vector
- image segmentation
- base classifiers
- learning models
- svm classifier
- transfer learning
- cross validation
- pattern recognition
- text mining
- learning tasks