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Table 2 Accuracy and loss for training and validation

From: Robust Damage Detection and Localization Under Complex Environmental Conditions Using Singular Value Decomposition-based Feature Extraction and One-dimensional Convolutional Neural Network

Epoch

Loss

Accuracy

Training

Validation

Training

Validation

1

1.95

0.56

0.50

0.80

2

0.33

0.24

0.88

0.96

3

0.23

0.05

0.92

1.00

4

0.12

0.09

0.96

0.98

5

0.20

0.00

0.94

1.00

6

0.06

0.00

0.99

1.00

7

0.07

0.00

0.99

1.00

8

0.08

0.00

0.98

1.00

9

0.09

0.00

0.98

1.00

10

0.01

0.01

0.99

1.00

11

0.00

0.00

1.00

1.00