Benchmarking of Supervised Machine Learning Algorithms in the Early Failure Prediction of a Water Pumping System

Business & Economics

• Failure Prediction 100%
• Machine Learning 91%
• Learning Algorithm 83%
• Benchmarking 61%
• Water 50%
• Support Vector Machine 39%
• Artificial Neural Network 33%
• System Failure 30%
• Hypothesis Test 29%
• Water Supply 27%
• Comparative Analysis 22%
• Agricultural Sector 22%
• Usefulness 21%
• Performance 17%
• Evaluation 12%
• Methodology 11%
• Economics 9%

Engineering & Materials Science

• Benchmarking 72%
• Learning algorithms 57%
• Machine learning 50%
• Water 37%
• Water supply systems 33%
• Supervised learning 24%
• Random forests 24%
• Support vector machines 18%
• Economics 14%
• Engines 14%
• Control systems 14%
• Neural networks 14%