Theoretical analysis for solution of support vector data description

Computer Science

• Support Vector 100%
• Data Description 100%
• Optimization Problem 40%
• Uniqueness 20%
• Support Vector Machine 20%
• Convex Programming 20%
• Machine Learning 10%
• Learning Method 10%
• Sufficient Condition 10%
• Unique Solution 10%
• Geometric Interpretation 10%
• Computing 10%

Mathematics

• Support Vector Machine 100%
• Sphere 33%
• Radius 25%
• Convex Programming Problem 16%
• Necessary and Sufficient Condition 8%
• unique solution φ 8%
• Nonuniqueness 8%
• Geometric Interpretation 8%
• Dual Form 8%