Table 11.

Fast negative/undefined movement model of the Lisbon dataset.

	Cosine K-NN	1st PS	2nd PS	3rd PS	4th PS
Number of training samples	16,730	32,978	53,036	72,624	92,320
Number of testing samples	4182	8244	13,260	18,156	23,080
Accuracy of validation	81.3%	91%	94.1%	95.6%	96.4%
Accuracy of the test set	83%	91%	94.2%	95.5%	96.4%