Data Analysis Architecture using Techniques of Machine Learning for the Prediction of the Quality of Blood Fonations against the Hepatitis C Virus

Mathematics

• Blood 94%
• Architecture 93%
• Machine Learning 93%
• Virus 91%
• Data analysis 77%
• Prediction 68%
• Random Forest 35%
• Classifier 27%
• Health 25%
• Oversampling 17%
• Cleaning 17%
• K-nearest Neighbor 16%
• Artificial Neural Network 15%
• Support Vector Machine 15%
• Preparation 13%
• Principal Component Analysis 12%
• Encoding 12%
• Neural Networks 11%
• Null 10%
• Evaluate 9%
• Model 3%
• Class 3%

Engineering & Materials Science

• Viruses 100%
• Blood 78%
• Machine learning 62%
• Health 17%
• Classifiers 17%
• Neural networks 14%
• Random forests 12%
• Principal component analysis 11%
• Cleaning 11%
• Support vector machines 9%