A synthetic informative minority over-sampling (SIMO) algorithm leveraging support vector machine to enhance learning from imbalanced datasets

Keyphrases

• Support Vector Machine 100%
• Imbalanced Data 100%
• Over Sampling 100%
• Enhanced Learning 100%
• Sampling Algorithm 100%
• Decision Support System 42%
• Poor Performance 28%
• Minority Class 28%
• Imbalanced Learning 28%
• Publicly Available 14%
• Machine Learning Techniques 14%
• Decision-analytic Model 14%
• Systems-based 14%
• Machine Decisions 14%
• Balanced Dataset 14%
• Real-word Problems 14%
• Machine Learning 14%
• Decision Boundary 14%
• Data Mining Analytics 14%

Computer Science

• Support Vector Machine 100%
• Sampling Algorithm 100%
• Minority Class 50%
• Imbalanced Data 50%
• Data Mining 25%
• Machine Learning Technique 25%
• Sampled Dataset 25%
• Good Performance 25%
• Decision Boundary 25%
• Machine Learning 25%
• Learning System 25%