Using Internet Search Trends and Historical Trading Data for Predicting Stock Markets by the Least Squares Support Vector Regression Model

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Stock markets/corporations</td><td class="align_center">Keywords</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">DJIA</td><td class="align_center">dow jones industrial average stocks, lowes stock, ftse 100, tenneco stock, dow jones industrial average</td></tr><tr><td class="align_left">RUT</td><td class="align_center">russell 2000 index, etf russell 2000, russell 2000 stock, russell 2000 futures, vanguard russell 2000, s&amp;p 500 index, russell 2000 today</td></tr><tr><td class="align_left">S&amp;P 500</td><td class="align_center">vanguard, s&amp;p 500 returns, s&amp;p 500 price</td></tr><tr><td class="align_left">VIX</td><td class="align_center">volatility, volatility index, s&amp;p 500 vix, vxx</td></tr><tr><td class="align_left">IXIC</td><td class="align_center">stocks, oil nasdaq, oil price, penny stocks Nasdaq</td></tr><tr><td class="align_left">APPL</td><td class="align_center">aapl dividend, amd stock, aapl stock news, amazon stock, aapl option chain, twlo stock, aa stock</td></tr><tr><td class="align_left">GOOGL</td><td class="align_center">amazon stock, amzn stock price today, alphabet</td></tr><tr><td class="align_left">MSFT</td><td class="align_center">amazon stock, msft ex dividend date, dow jones industrial average</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Selected keywords obtained from trending searches by using CFS.</div>

Computational Intelligence and Neuroscience

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Table 5

Table 5: Using Internet Search Trends and Historical Trading Data for Predicting Stock Markets by the Least Squares Support Vector Regression Model 