Anticipating Cryptocurrency Prices Using Machine Learning

<table class="fixed-width table-group" id="tab2"><tr><td><table class="table"><colgroup><col style="width:4.93em"/><col style="width:18.83em"/><col style="width:18.91em"/></colgroup><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">Geometric mean in USD (from BTC prices)</td><td class="align_center">Geometric mean in USD (from USD prices)</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Baseline</td><td class="align_center">1.0086</td><td class="align_center">1.0141</td></tr><tr><td class="align_left">Method1</td><td class="align_center">1.0121</td><td class="align_center">1.0085</td></tr><tr><td class="align_left">Method2</td><td class="align_center">1.0091</td><td class="align_center">1.0086</td></tr><tr><td class="align_left">Method3</td><td class="align_center">1.0289</td><td class="align_center">1.0134</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div><b> Geometric mean returns in USD.</b> Results are obtained for the various methods by running the algorithms considering prices in BTC (left column) and USD (right column).</div>

Complexity

Anticipating Cryptocurrency Prices Using Machine Learning

Table 2