Table 2 Optimal structures of SLSTM.

From: Detection and prediction of anomalous behaviors of enterprise’s employees based on data-mining and optimization algorithm

Parameters

Value

Nodes in the layer 1

312

Dropout

0.1

Nodes in the layer 2

1024

Nodes in the layer 3

492

Learning rate

0.01

Fixed length behavior sequence

50

Batch size

10

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