A Comparison on LSTM Deep Learning Method and Random Walk Model Used on Financial and Medical Applications: An Example in COVID-19 Development Prediction

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_center" colspan="4">Window length = 10</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Days interval (based on single day)</td><td class="align_center">4</td><td class="align_center">9</td><td class="align_center">14</td></tr><tr><td class="align_left">Error subtraction, Bitcoin</td><td class="align_center">0.005</td><td class="align_center">0.013</td><td class="align_center">0.025</td></tr><tr><td class="align_left">Error subtraction, Ethereum</td><td class="align_center">0.068</td><td class="align_center">0.103</td><td class="align_center">0.121</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The error subtraction based on single day.</div>

Computational Intelligence and Neuroscience

tab4

Table 4

Table 4: A Comparison on LSTM Deep Learning Method and Random Walk Model Used on Financial and Medical Applications: An Example in COVID-19 Development Prediction 

Table 4 | A Comparison on LSTM Deep Learning Method and Random Walk Model Used on Financial and Medical Applications: An Example in COVID-19 Development Prediction 