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. 2024 Apr 20;24(8):2637. doi: 10.3390/s24082637

Table 15.

Fast positive/undefined movement model of the Washington dataset.

Cosine K-NN 1st PS 2nd PS 3rd PS 4th PS
Number of training samples 2000 3284 7530 11,620 12,876
Number of testing samples 500 823 1882 2906 3218
Accuracy of validation 76% 84.6% 93.6% 95.4% 96.1%
Accuracy of the test set 72.6% 86% 93.3% 95.8% 96%