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<p class="MsoNormal">Hi, <o:p></o:p></p>
<p class="MsoNormal">It is not the pure EEG question: <o:p></o:p></p>
<p class="MsoNormal">Let’s assume that we have two groups of subjects ‘A ‘and ‘B’ and for each group we have same set of EEG features [x1 x2 …xm]. If we run a multivariate test and then find there is a significant statistical difference between A and B, can
we conclude that if we apply a data classification method ( such as Support Vector Machine or such) on them then we will get high classification ratio?
<o:p></o:p></p>
<p class="MsoNormal">In other words, I wonder if there is any relationship between the p-values among two groups and the classification accuracy /performance .<o:p></o:p></p>
<p class="MsoNormal">Thanks<o:p></o:p></p>
<p class="MsoNormal">============================================<o:p></o:p></p>
<p class="MsoNormal"><b><span style="font-size:10.0pt;font-family:"Arial Rounded MT Bold",sans-serif;color:#7030A0">Iman M.Rezazadeh, Ph.D. , M.Sc., B.Sc.<o:p></o:p></span></b></p>
<p class="MsoNormal">Senior Research Associate III<o:p></o:p></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Arial",sans-serif">UCLA David Geffen School of Medicine</span><span style="font-size:12.0pt;font-family:"Times New Roman",serif"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Arial",sans-serif">Semel Institute for Neuroscience and Human Behavior</span><span style="font-size:12.0pt;font-family:"Times New Roman",serif"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Arial",sans-serif">760 Westwood Plaza, Ste 47-448</span><span style="font-size:12.0pt;font-family:"Times New Roman",serif"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Arial",sans-serif">Los Angeles, CA 90095<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;font-family:"Times New Roman",serif"><a href="http://www.linkedin.com/pub/iman-m-rezazadeh/10/859/840/"><span style="color:#0563C1">http://www.linkedin.com/pub/iman-m-rezazadeh/10/859/840/</span></a><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;font-family:"Times New Roman",serif"><o:p> </o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Iman <o:p></o:p></p>
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