Introducing Spatial Heterogeneity via Regionalization Methods in Machine Learning Models for Geographical Prediction: A Spatially Conscious Paradigm

Computer Science

• Machine Learning 100%
• Random Decision Forest 100%
• Learning System 100%
• Predictive Performance 20%
• Preprocessing Step 10%
• Attribute Value 10%
• Spatial Object 10%
• Computational Effort 10%
• Spatial Phenomenon 10%
• Large Data Set 10%
• Predictive Model 10%
• Traditional Model 10%
• Computation Time 10%
• Statistical Approach 10%
• Workflow Modeling 10%

Economics, Econometrics and Finance

• Machine Learning 100%