Reliability estimation for individual predictions in machine learning systems: A model reliability-based approach

Keyphrases

• Machine Learning System 100%
• Reliability Estimation 100%
• Machine Learning Models 100%
• Model Reliability 100%
• Reliability-centered 100%
• Model Prediction 25%
• Risk-sensitive 25%
• Mean Square Error 25%
• Machine Learning Based 25%
• Prediction Indicator 25%
• Learning-based Framework 25%
• Quality Assurance 12%
• Computational Effort 12%
• Computational Experiment 12%
• Environmental Sensitivity 12%
• Success Probability 12%
• Decision Support 12%
• Robust Performance 12%
• Mission-critical Applications 12%
• Distance Constraint 12%
• Regression Problem 12%
• Safety Net 12%
• Information Gain 12%
• Safety Assurance 12%
• Abstaining 12%
• Small Interval 12%
• Informative Indicators 12%
• Unseen 12%

Computer Science

• Machine Learning 100%
• Machine Learning Model 100%
• Estimate Reliability 25%
• Probability 25%
• Model Prediction 25%
• Learning System 25%
• Computational Experiment 12%
• Quantitative Comparison 12%
• Regression Problem 12%
• Small Interval 12%
• Critical Application 12%
• Observed Difference 12%
• Local Information 12%
• Computational Effort 12%
• Information Gain 12%
• Quality Management 12%
• Decision Making 12%
• Quality Control 12%