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Table 3 Identification accuracy for knn, ransom forest and Extra Trees algorithms and different training (Learning) times using the security dataset

From: Who is behind the wheel? Driver identification and fingerprinting

Algorithm 1 min 2 min 3 min 4 min 5 min
K-Nearest Neighbors 0.7127 0.7857 0.8841 0.8946 0.9006
Random Forest 0.9506 0.9603 0.9820 0.9884 0.9985
Extra Trees 0.9620 0.9780 0.9807 0.9908 0.9992