Research Article

Multiclass Classification by Various Machine Learning Algorithms and Interpretation of the Risk Factors of Pedestrian Accidents Using Explainable AI

Table 2

Three-class confusion matrix.

Confusion matrixPredict
Class 0 (minor)Class 1 (serious)Class 2 (fatal)

TrueClass 0 (minor)True minor False serious False fatal
Class 1 (serious)False minor True serious False fatal
Class 2 (fatal)False minor False serious True fatal