Table 4.

Summary of the highest acc_class values obtained in the 5 × MCCV-5 validation tests: specific class vs. other classes including the classifiers that enabled obtaining them: devices M1 and M2.

Parameter	accclass
Device	M1		M2
Chamber	Wooden	Polystyrene	Wooden	Polystyrene
Configuration	1 vs. other classes
Max	0.845	1.000	1.000	1.000
The best method	$canberra.811$	$euclidean.811$	$euclidean.811$	$euclidean.811$
		$manhattan.811$	$manhattan.811$	$manhattan.811$
Configuration	23 vs. other classes
Max	0.697	0.887	0.970	0.983
The best method	$canberra.811$	$canberra.811$	$euclidean.811$	$manhattan.811$
Configuration	24 vs. other classes
Max	0.933	0.994	0.847	0.864
The best method	$euclidean.3nn$	$canberra.811$	$canberra.811$	$canberra.1nn$