Table 1.
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Ranges of hyperparameter search for type classification.

HyperparameterValue (grid)Range (TPE)
D{100, 300}50, …, 1000
T{1, 3, 5}1, …, 5
bn{true}{true, false}
Drop rate[5 × 10−3, 0.035][5 × 10−4, 0.25]
Type{identity, relu, sigmoid, tanh}
HyperparameterValue (grid)Range (TPE)
D{100, 300}50, …, 1000
T{1, 3, 5}1, …, 5
bn{true}{true, false}
Drop rate[5 × 10−3, 0.035][5 × 10−4, 0.25]
Type{identity, relu, sigmoid, tanh}
Table 1.
Open in new tab

Ranges of hyperparameter search for type classification.

HyperparameterValue (grid)Range (TPE)
D{100, 300}50, …, 1000
T{1, 3, 5}1, …, 5
bn{true}{true, false}
Drop rate[5 × 10−3, 0.035][5 × 10−4, 0.25]
Type{identity, relu, sigmoid, tanh}
HyperparameterValue (grid)Range (TPE)
D{100, 300}50, …, 1000
T{1, 3, 5}1, …, 5
bn{true}{true, false}
Drop rate[5 × 10−3, 0.035][5 × 10−4, 0.25]
Type{identity, relu, sigmoid, tanh}
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