An Intelligent Fusion Model with Portfolio Selection and Machine Learning for Stock Market Prediction

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="11"><hr/></td></tr><tr class="thead"><td class="align_left">Name of the stocks</td><td class="align_center">DHR</td><td class="align_center">NVO</td><td class="align_center">UNH</td><td class="align_center">DPHL</td><td class="align_center">AFX</td><td class="align_center">MRK</td><td class="align_center">CVS</td><td class="align_center">EWL</td><td class="align_center">MTO</td><td class="align_center">TN8</td></tr><tr><td class="thead-hr" colspan="11"><hr/></td></tr><tr><td class="align_left">Range of the dataset</td><td class="align_center">5/11/1987 to 24/11/2021</td><td class="align_center">04/01/1982 to 24/11/2021</td><td class="align_center">26/03/1990 to 24/11/2021</td><td class="align_center">21/09/2000 to 24/11/2021</td><td class="align_center">22/03/2000 to 24/11/2021</td><td class="align_center">26/06/1998 to 24/11/2021</td><td class="align_center">03/01/2000 to 24/11/2021</td><td class="align_center">08/03/2001 to 24/11/2021</td><td class="align_center">11/09/2000 to 24/11/2021</td><td class="align_center">11/09/2000 to 24/11/2021</td></tr><tr class="table-tr"><td colspan="11"><hr class="tbody-hr"/></td></tr></table></td></tr><tr class="table-fn"><td><div>DHR- Danaher Corporation; NVO- Novo Nordisk A/S; UNH- UnitedHealth Group Incorporated; DPHL- Dechra Pharmaceuticals PLC; AFX- Alpha FX Group plc; MRK -Merck &amp; Co., Inc.; CVS - CVS Health Corporation; EWL - iShares; MSCI Switzerland ETF; MTO -Mitie Group plc; TN8 - Thermo Fisher Scientific Inc.<br/></div></td></tr></table>

<div>List of different geographic stocks finally selected for experiment.</div>

Computational Intelligence and Neuroscience

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Table 3

Table 3: An Intelligent Fusion Model with Portfolio Selection and Machine Learning for Stock Market Prediction 