Evolutionary instance selection for text classification

Keyphrases

• Genetic Algorithm 100%
• Text Classification 100%
• Evolutionary Instance Selection 100%
• Text Document 60%
• Computation Time 20%
• Result-oriented 20%
• Noisy Data 20%
• Training Data 20%
• Classification Accuracy 20%
• Computational Cost 20%
• Novel Algorithm 20%
• Natural Evolution 20%
• SVM Classifier 20%
• Instance Selection 20%
• Reduction Rate 20%
• Model Learning 20%
• Long Term Evolution 20%
• Document Repository 20%
• KNN Classifier 20%
• Storage Requirement 20%
• One Solution 20%
• Outperformance 20%
• Training Examples 20%
• Evolutionary Process 20%
• Biological Evolution 20%
• Dataset Reduction 20%
• Reuters-21578 20%

Computer Science

• Instance Selection 100%
• Text Classification 100%
• Genetic Algorithm 100%
• Experimental Result 20%
• Computational Time 20%
• Large Data Set 20%
• Classification Accuracy 20%
• Support Vector Machine 20%
• Computational Cost 20%
• Natural Evolution 20%
• k-Nearest Neighbors Algorithm 20%
• Storage Requirement 20%
• Training Dataset 20%
• long-term evolution 20%
• Training Example 20%
• Biological Evolution 20%