Define the hyperparameters of the long-short term memory neural network LSTM

Define the hyperparameters of the long-short term memory neural network LSTM

param_LSTM(n_steps_LSTM, n_features, f_n_neuron, f_drop, s_n_neuron, s_drop)

Arguments

n_steps_LSTM

Number of steps to split into samples LSTM

n_features

LSTM training features dataset number

f_n_neuron

Number of neurons of first LSTM layer

f_drop

First percent dropout rate

s_n_neuron

Number of neurons of second LSTM layer

s_drop

Second percent dropout rate

Value

Return LSTM model architecture and model summary