Elephant Flows Detection Using Deep Neural Network, Convolutional Neural Network, Long Short-Term Memory, and Autoencoder

Table 4

Stratified 10-fold on SDN dataset for cross-validation.

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Fold: 1, training set: 93455, test set: 10384

Fold: 2, training set: 93455, test set: 10384

Fold: 3, training set: 93455, test set: 10384

Fold: 4, training set: 93455, test set: 10384

Fold: 5, training set: 93455, test set: 10384

Fold: 6, trainng set: 93455, test set: 10384

Fold: 7, training set: 93455, test set: 10384

Fold: 8, training set: 93455, test set: 10384

Fold: 9, training set: 93455, test set: 10384

Fold: 10, training set: 93456, test set: 10383

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