Deep learning for missing value imputation of continuous data and the effect of data discretization

Business & Economics

• Missing Values 100%
• Deep Learning 97%
• Imputation 91%
• Discretization 90%
• Learning Model 9%
• Data Mining 9%
• Machine Learning 8%
• Neural Networks 7%
• Performance 4%

Engineering & Materials Science

• Bayesian networks 71%
• Deep learning 62%
• Multilayer neural networks 36%
• Deep neural networks 17%
• Data mining 14%
• Machine learning 12%