Hybrid Model based on Support Vector Machine and Principal Component Analysis Applied to Arterial Hypertension Detection

Business & Economics

• Support Vector Machine 100%
• Machine Component 96%
• Hybrid Model 89%
• Principal Component Analysis 80%
• Hypertension 73%
• Blood Pressure 56%
• Glucose 30%
• Model Validation 26%
• Cholesterol 24%
• Smoking 21%
• Lifestyle 17%
• Data Collection 16%
• Methodology 9%

Engineering & Materials Science

• Machine components 70%
• Principal component analysis 55%
• Support vector machines 47%
• Blood pressure 27%
• Cholesterol 18%
• Glucose 13%

Social Sciences

• hypertension 73%
• blood pressure 29%
• smoking 11%
• methodology 6%
• time 4%