Performance and Accuracy Comparisons of Classification Methods and Perspective Solutions for UAV-Based Near-Real-Time "Out of the Lab" Data Processing.
Zsófia VargaFanni VörösMárton PálBéla KovácsAndrás JungIstvan ElekPublished in: Sensors (2022)
Keyphrases
- real time
- data processing
- classification accuracy
- benchmark datasets
- classification method
- higher classification accuracy
- computational cost
- pattern recognition
- machine learning methods
- machine learning
- high accuracy
- classification algorithm
- terms of classification accuracy
- search methods
- low cost
- accuracy rate
- support vector machine
- confusion matrix
- classification models
- improved accuracy
- classification systems
- benchmark data sets
- accurate classification
- cross validation
- classification performances
- support vector
- feature extraction
- decision trees
- roc analysis
- robust classification
- accuracy and computational efficiency
- heuristic methods
- roc curve
- statistical tests
- data acquisition
- class labels
- support vector machine svm
- text classification
- significant improvement
- feature space
- preprocessing
- neural network