On combining feature selection and over-sampling techniques for breast cancer prediction

Keyphrases

• Breast Cancer Data 20%
• Breast Cancer Prediction 100%
• Class Imbalance 40%
• Class-imbalanced Datasets 20%
• Feature Combination 100%
• Feature Selection 100%
• Feature Selection Methods 20%
• Genetic Feature Selection 20%
• Imbalance Ratio 20%
• Information Gain 20%
• Information Gain Algorithm 20%
• Irrelevant Features 20%
• Number of Data 20%
• Number of Features 20%
• Over Sampling 60%
• Oversampling Technique 100%
• Performance Improvement 20%
• Prediction Model 60%
• Rebalance 20%
• Result-oriented 20%
• Small Classes 20%
• Synthetic Minority 60%
• Training Set 20%

Computer Science

• Class Imbalance 16%
• Experimental Result 16%
• Feature Extraction 100%
• Feature Selection 100%
• Genetic Algorithm 16%
• Imbalance Ratio 16%
• Information Gain 33%
• Performance Improvement 16%
• Prediction Model 50%
• Sampling Technique 100%