Leveraging Model Inherent Variable Importance for Stable Online Feature Selection

Keyphrases

• Online Feature Selection 100%
• Prediction Accuracy 66%
• Robust Prediction 66%
• Computation Time 33%
• Feature-based 33%
• State-of-the-art Techniques 33%
• Random Variables 33%
• Feature Selection 33%
• Model Complexity 33%
• Discriminatory Power 33%
• Predictive Models 33%
• Selected Features 33%
• High Uncertainty 33%
• Minor Effect 33%
• Simple Linear Model 33%
• Bounded Set 33%
• Feature Selection Models 33%
• Stable Feature 33%
• Feature Weighting 33%
• Feature Selection Stability 33%
• Weighting Mechanism 33%

Computer Science

• Feature Selection 100%
• Feature Extraction 100%
• Random Variable 20%
• Model Complexity 20%
• Discriminative Power 20%
• Predictive Model 20%
• Computation Time 20%