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Blockchain Technology

TABLE 15.2

Calculation of Accuracy and Efficiency over Actual and RNN with LSTM and RNN with ARIMA for the Year 2017

Date

Actual

(in USD)

RNN+LSTM

(in USD)

RNN+ARIMA

(in USD)

Difference

(RNN+LSTM)

Difference

(RNN+ARIMA)

Efficiency

(RNN+LSTM)

Efficiency

(RNN+ARIMA)

15 Jun 2017

2327.565

2558.561

2518.853

230.996

−191.288

90.97164383

92.2183741

30 Jun 2017

2509.231

2485.625

2522.392

−23.606

−13.161

99.9497008

99.5245033

15 Jul 2017

2061.633

2181.748

2189.811

120.115

−128.178

94.49455207

94.2173044

30 Jul 2017

2714.08

2674.032

2685.058

−40.048

29.022

98.4976635

98.93068738

15 Aug 2017

4149.146

4186.364

4091.217

37.218

57.929

99.11097076

98.60383317

30 Aug 2017

4576.087

4504.573

4531.19

−71.514

44.897

99.5875867

99.01887792

15 Sep 2017

3403.445

3475.101

3246.805

71.656

156.64

97.93801677

95.39760449

30 Sep 2017

4290.117

4103.075

4170.027

−187.042

120.09

96.5585811

97.20077564

15 Oct 2017

5610.778

5723.933

5840.793

113.155

−230.015

98.02312501

96.0995206