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Table 1

Investigation on parameters of BatNN

ParameterTrial configurations
B 5, 10, 15, 20, 25, 30, 35 and 40 
fmax 1, 2, 4, 6, 8 and 10 
α 1, 1 × 10−1, 1 × 10−2, 1 × 10−3, 1 × 10−4, 5 × 10−1, 5 × 10−2, 5 × 10−3 and 5 × 10−4 
HN 5, 10, 15, 20, 25, 50, 75, 100, 150, 200, 250 and 300 
IN 100, 200, 400, 600, 800, 1,000, 1,500, 2,000, 2,500, 3,000, 3,500, 4,000, 4,500, 5,000, 5,500 and 6,000 
LR 0.01, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9 and 1 
ParameterTrial configurations
B 5, 10, 15, 20, 25, 30, 35 and 40 
fmax 1, 2, 4, 6, 8 and 10 
α 1, 1 × 10−1, 1 × 10−2, 1 × 10−3, 1 × 10−4, 5 × 10−1, 5 × 10−2, 5 × 10−3 and 5 × 10−4 
HN 5, 10, 15, 20, 25, 50, 75, 100, 150, 200, 250 and 300 
IN 100, 200, 400, 600, 800, 1,000, 1,500, 2,000, 2,500, 3,000, 3,500, 4,000, 4,500, 5,000, 5,500 and 6,000 
LR 0.01, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9 and 1 
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