Hybrid preprocessing method for support vector machine for classification of imbalanced cerebral infarction datasets

Keyphrases

• Support Vector Machine 100%
• Preprocessing Techniques 100%
• Cerebral Infarction 100%
• Support Vector Machine for Classification 100%
• Hybrid Processing 100%
• Undersampling 62%
• Hybrid Method 37%
• Imbalanced Data 37%
• Number of Data 25%
• Class number 25%
• Computed Tomography 12%
• Ischemic Stroke 12%
• Accuracy Value 12%
• Machine Learning 12%
• Sampling Methods 12%
• Infarction 12%
• Machine Learning Techniques 12%
• Support Vector Machine Model 12%
• Radiology Department 12%
• Oversampling Technique 12%
• Data Duplication 12%
• Brain Machine Learning 12%

Neuroscience

• Support Vector Machine 100%
• Cerebral Infarction 100%
• Brain Ischemia 10%
• X-Ray Computed Tomography 10%
• Radiology 10%

Mathematics

• Support Vector Machine 100%
• Oversampling 50%