Supervised Approach to Identify Autism Spectrum Neurological Disorder via Label Distribution Learning

Table 6

Performance evaluation for multiclassification algorithms.

Dataset	Decision tree		KNN		CSLDSVR
	Precision	mAP	Precision	mAP	Precision	mAP
NYU	0.548 8 ± 0.1423	0.409 3 ± 0.0703	0.614 4 ± 0.1525	0.364 7 ± 0.0527	0.655 4 ± 0.0571	0.451 7 ± 0.0398
UM	0.576 7 ± 0.1325	0.385 9 ± 0.0872	0.528 5 ± 0.1214	0.374 0 ± 0.0861	0.701 4 ± 0.0708	0.497 1 ± 0.1250
Leuven	0.617 1 ± 0.2261	0.424 2 ± 0.2086	0.608 5 ± 0	0.333 3 ± 0	0.617 6 ± 0.0725	0.448 2 ± 0.0861
UCLA	0.605 2 ± 0.1833	0.442 0 ± 0.2086	0.654 3 ± 0	0.333 3 ± 0	0.665 2 ± 0.1504	0.443 4 ± 0.1659
KKI	0.559 8 ± 0.2567	0.395 4 ± 0.2941	0.646 5 ± 0	0.333 3 ± 0	0.687 5 ± 0.1237	0.447 6 ± 0.1016