Forecasting Recessions in the US Economy Using Machine Learning Methods

Экономика и предпринимательство

• Machine Learning 100%
• Learning Methods 94%
• US Economy 74%
• Recession 62%
• Neural Networks 34%
• Support Vector Machine 16%
• Cross-validation 15%
• K-nearest Neighbor 14%
• Bubble 11%
• Socioeconomic Characteristics 11%
• Macroeconomic Indicators 10%
• Economic Activity 10%
• Great Recession 10%
• Quantitative Analysis 9%
• Market Economy 8%
• United States of America 7%

Математика

• Forecasting 86%
• Machine Learning 83%
• Neural Networks 53%
• Economics 33%
• Macroeconomics 25%
• K-nearest Neighbor 25%
• Crisis 24%
• Support Vector Machine 23%
• Quantitative Analysis 23%
• Bubble 22%
• Cross-validation 21%
• Market 19%
• Predict 17%

Технические дисциплины и материаловедение

• Machine learning 55%
• Neural networks 46%
• Economics 32%
• Support vector machines 20%
• Chemical analysis 16%