Predicting Freeway Traffic Crash Severity Using XGBoost-Bayesian Network Model with Consideration of Features Interaction

<div>The relationship between the average importance of feature factors and the values. (a) Average impact on the magnitude of model output. (b) Impact on model output.</div>

Journal of Advanced Transportation

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Figure 1

Figure 1: Predicting Freeway Traffic Crash Severity Using XGBoost-Bayesian Network Model with Consideration of Features Interaction 