Table 3.

Results for the analyzed inference MLP systems.

Inferred Variables	Neurons	Training		Validation
		Mean	Variance	Mean	Variance
HA	2	5.31 ×10−3	9.21 ×10−6	5.93 ×10−3	1.12 × 10−5
	4	4.15 ×10−3	7.55 ×10−9	4.55 ×10−3	9.19 × 10−9
	6	5.49 ×10−3	1.56 ×10−5	6.10 ×10−3	1.97 × 10−5
	8	1.17 ×10−2	8.16 ×10−5	1.27 ×10−2	9.71 × 10−5
	10	2.01 ×10−2	4.69 ×10−5	2.16 ×10−2	5.57 × 10−5
	12	2.44 ×10−2	4.43 ×10−7	2.64 ×10−2	4.36 × 10−7
TA	2	5.32 ×10−3	1.13 ×10−5	5.00 ×10−3	6.97 × 10−6
	4	4.30 ×10−3	6.03 ×10−8	4.18 ×10−3	2.19 × 10−8
	6	8.08 ×10−3	3.85 ×10−5	7.11 ×10−3	2.36 × 10−5
	8	1.14 ×10−2	8.71 ×10−5	1.26 ×10−2	5.63 × 10−5
	10	1.93 ×10−2	5.50 ×10−5	1.85 ×10−2	3.87 × 10−5
	12	2.49 ×10−2	1.53 ×10−6	2.20 ×10−2	4.21 × 10−6
TB	2	7.32 ×10−4	1.16 ×10−11	7.42 ×10−4	1.91 × 10−11
	4	1.07 ×10−3	7.29 ×10−7	1.12 ×10−3	8.87 × 10−7
	6	4.89 ×10−3	1.39 ×10−4	5.54 ×10−3	1.95 × 10−4
	8	3.71 ×10−2	1.49 ×10−4	4.33 ×10−2	2.06 × 10−4
	10	4.34 ×10−2	7.53 ×10−6	5.04 ×10−2	8.19 × 10−6
	12	4.32 ×10−2	4.30 ×10−6	5.02 ×10−2	4.60 × 10−6
TC	2	6.58 ×10−4	9.18 ×10−11	7.74 ×10−4	1.02 × 10−10
	4	6.58 ×10−4	2.38 ×10−10	7.69 ×10−4	3.52 × 10−10
	6	2.94 ×10−3	7.69 ×10−5	3.17 ×10−3	7.57 × 10−5
	8	3.16 ×10−2	3.16 ×10−4	3.12 ×10−2	2.94 × 10−4
	10	4.47 ×10−2	7.05 ×10−6	4.25 ×10−2	2.01 × 10−6
	12	4.49 ×10−2	6.87 ×10−6	4.25 ×10−2	1.99 × 10−6
TD	2	5.00 ×10−4	1.52 ×10−11	4.56 ×10−4	1.74 × 10−11
	4	4.93 ×10−4	2.95 ×10−10	4.53 ×10−4	2.76 × 10−10
	6	4.02 ×10−3	1.02 ×10−4	4.53 ×10−3	1.33 × 10−4
	8	3.37 ×10−2	2.62 ×10−4	3.97 ×10−2	3.67 × 10−4
	10	4.43 ×10−2	4.00 ×10−6	5.36 ×10−2	1.03 × 10−5
	12	4.29 ×10−2	6.11 ×10−6	5.16 ×10−2	1.73 × 10−5
TE	2	6.46 ×10−4	1.71 ×10−11	6.91 ×10−4	4.54 × 10−11
	4	6.41 ×10−4	2.23 ×10−10	6.80 ×10−4	2.08 × 10−10
	6	9.99 ×10−4	5.09 ×10−8	1.12 ×10−3	6.53 × 10−8
	8	3.79 ×10−2	7.64 ×10−5	3.66 ×10−2	6.99 × 10−5
	10	4.44 ×10−2	5.02 ×10−6	4.23 ×10−2	3.47 × 10−6
	12	4.45 ×10−2	6.94 ×10−6	4.23 ×10−2	4.71 × 10−6