Table 6.

The results obtained using all epochs found in the experimental set with lengths $250,500,750,1000,1250,1500,1750$ and 2000, instead of only the longest one. At least one representative epoch was found in this experiment for up to length $N=1000$ from each record, whereas it was possible to draw more than one epoch in other records (That is why $n=3198$ for $N=250$, but only $n=149$ for $N=2000$, some records were not included in the experiment in that case). Each column refers to records of the same length, as shown in the N row. For all cases $m=6$, $\gamma =0.94$ and $\delta =1\times {10}^{-3}$. In a few cases Acc coincides with Sp or Se due to value rounding and classes imbalance.

	N	250	500	750	1000	1250	1500	1750	2000
	n	3198	2853	2449	2119	1846	1397	668	149
Classes (dep,man)	Se	0.68	0.73	0.68	0.67	0.68	0.67	0.74	0.81
	Sp	0.54	0.55	0.64	0.70	0.67	0.69	0.61	0.60
	Acc	0.64	0.68	0.67	0.68	0.68	0.67	0.70	0.75
	p	0.0001	0.0001	0.0001	0.0001	0.0001	0.0001	0.0001	0.0268
Classes (dep,rem)	Se	0.54	0.55	0.58	0.53	0.61	0.63	0.64	0.65
	Sp	0.53	0.54	0.54	0.62	0.56	0.58	0.57	0.63
	Acc	0.53	0.55	0.55	0.60	0.57	0.59	0.59	0.64
	p	0.0014	0.0001	0.0001	0.0001	0.0001	0.0001	0.0001	0.0134
Classes (man,rem)	Se	0.68	0.64	0.68	0.64	0.61	0.60	0.61	0.56
	Sp	0.47	0.53	0.53	0.60	0.61	0.59	0.54	0.60
	Acc	0.50	0.54	0.54	0.60	0.61	0.59	0.55	0.60
	p	0.0605	0.0001	0.0001	0.0001	0.0001	0.0040	0.0659	0.4355