Evaluation Methods for Machine Learning II
Contents
A Review of Performance Evaluation Measures for Hierarchical Classifiers
PDFMaking Evaluation Robust but Robust to What?
PDFInsights from Predicting Pediatric Asthma Exacerbations from Retrospective Clinical Data
PDFClassifier Utility Visualization by Distance-Preserving Projection of High Dimensional Performance Data
PDFA Framework for Analyzing Skew in Evaluation Metrics
PDFObtaining Calibrated Probabilities from Boosting
PDFOn Comparison of Feature Selection Algorithms
PDFScoring Hypotheses from Threat Detection Technologies: Analogies to Machine Learning Evaluation
PDFClassifier Loss under Metric Uncertainty
PDFOrganizing Committee
PDFPreface
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