Schweizerische Mobiliar Versicherungsgesellschaft
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XAI, machine learning, explainability, interpretability, black box models, model-agnostic technique, flashlight, motor insurance, claims frequency
XAI, explainability, machine learning, SHAP, Shapley values, regression modeling, interaction, partial dependence plot, motor insurance, claims frequency
Gini index, Gini score, Gini coefficient, accuracy ratio, consistency, consistent scoring, auto-calibration, Lorenz curve, concentration curve, cumulative accuracy profile, CAP, receiver operating characteristics curve, ROC curve, area under the curve, AUC, model selection, binary classification
Hedonic models, Appraisal accuracy, Appraisal volatility, Machine learning, Robust regression, Mixed effects models, Random forests, Gradient boosting, Neural networks
machine learning, structured additive regression, gradient boosting, interpretability, transparency
