Table 5 Characteristics of the overall oil recovery ANN model.

From: Machine learning models for estimating the overall oil recovery of waterflooding operations in heterogenous reservoirs

Parameter

Value

No. of layers

4

Neurons of the Input layer

4

No. of Hidden layers

2

Size of Hidden layers

10/10

Training algorithm

Levenberg-Marquardt

The hidden layer’s activation function

Logistic sigmoid

The output layer’s activation function

Pure linear

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