Table 12.

Fast positive/undefined movement model of the Lisbon dataset.

	Cosine K-NN	1st PS	2nd PS	3rd PS
Number of training samples	2670	9784	29,308	36,618
Number of testing samples	668	2446	7328	9154
Accuracy of validation	83.3%	95.4%	98%	98.2%
Accuracy of the test set	82.3%	95.1%	97.8%	98.4%