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Table 12 Comparison with others Dataset

From: Time-series analysis with smoothed Convolutional Neural Network

Method

MSE

MAPE

Training Time (s)

Dataset 2

Dataset 3

Dataset 4

Dataset 2

Dataset 3

Dataset 4

Dataset 2

Dataset 3

Dataset 4

MLP

1.846002201

5.650526501

0.910128122

10.98622048

9.98928011

9.92809521

3332

2720

3214

LSTM

1.844627951

5.597686482

0.577352403

10.98383963

9.98898726

9.93592591

3041

3263

3996

CNN

0.126788296

0.194362491

0.145794914

10.79435834

7.41526792

10.81731200

3911

3260

3420

S-CNN

0.100307581

0.170961120

0.101014294

10.60502933

7.30898141

10.68965315

3870

2660

3403