Notations used in the algorithm.
|N||The number of LSTM networks|
|hmax||Maximum number of hidden layers in an LSTM model|
|pmax||Maximum number of neurons in a hidden layer|
|wthreshold||A threshold value for the accuracy|
|hm||Number of hidden layers in LSTM model|
|pm||Number of neurons in a hidden layer|
|T||Total number of partitions of the training dataset|
|k||LSTM models remaining after pruning|
|Ck||Output of k th LSTM model|
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