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	<title>MyChances.net &#187; prediction</title>
	<atom:link href="http://www.mychances.net/blog/tag/prediction/feed/" rel="self" type="application/rss+xml" />
	<link>http://www.mychances.net/blog</link>
	<description>Data-driven college admission prediction</description>
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			<item>
		<title>College discussion and more applicant info displayed</title>
		<link>http://www.mychances.net/blog/2008/05/17/college-discussion-and-more-applicant-info-displayed/</link>
		<comments>http://www.mychances.net/blog/2008/05/17/college-discussion-and-more-applicant-info-displayed/#comments</comments>
		<pubDate>Sat, 17 May 2008 19:05:31 +0000</pubDate>
		<dc:creator>James</dc:creator>
				<category><![CDATA[MyChances.net]]></category>
		<category><![CDATA[Status Update]]></category>
		<category><![CDATA[applicant]]></category>
		<category><![CDATA[blogs]]></category>
		<category><![CDATA[class rank]]></category>
		<category><![CDATA[college]]></category>
		<category><![CDATA[community]]></category>
		<category><![CDATA[discussion]]></category>
		<category><![CDATA[home state]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[prediction]]></category>
		<category><![CDATA[residence]]></category>

		<guid isPermaLink="false">http://www.mychances.net/blog/2008/05/17/college-discussion-and-more-applicant-info-displayed/</guid>
		<description><![CDATA[Two changes today:
1) Each college page now has a &#8220;discussion&#8221; tab. Discussion from news sources, blogs, and our own applicants has been moved there. Soon, but not yet, you&#8217;ll be able to make comments directly on the school&#8217;s page.
2) The &#8220;discussion&#8221; tab allowed us to free up a lot of space in the &#8220;Applicants &#38; [...]]]></description>
			<content:encoded><![CDATA[<img style='float: left; margin-right: 10px; border: none;' src='http://www.gravatar.com/avatar.php?gravatar_id=a6b86431a750edb0d8748e2bf5a8290d&amp;default=' alt='No Gravatar' width=80 height=80/><p>Two changes today:</p>
<p>1) Each college page now has a &#8220;discussion&#8221; tab. Discussion from news sources, blogs, and our own applicants has been moved there. Soon, but not yet, you&#8217;ll be able to make comments directly on the school&#8217;s page.</p>
<p>2) The &#8220;discussion&#8221; tab allowed us to free up a lot of space in the &#8220;Applicants &amp; Predictions&#8221; page for each college. In its place, we now show you the students&#8217; class rank and home state. More to come on this.</p>
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		</item>
		<item>
		<title>New &#8211; Tracking high schools</title>
		<link>http://www.mychances.net/blog/2008/05/02/new-tracking-high-schools/</link>
		<comments>http://www.mychances.net/blog/2008/05/02/new-tracking-high-schools/#comments</comments>
		<pubDate>Sat, 03 May 2008 02:28:28 +0000</pubDate>
		<dc:creator>James</dc:creator>
				<category><![CDATA[MyChances.net]]></category>
		<category><![CDATA[Status Update]]></category>
		<category><![CDATA[college]]></category>
		<category><![CDATA[high school]]></category>
		<category><![CDATA[prediction]]></category>
		<category><![CDATA[privacy]]></category>
		<category><![CDATA[ranking]]></category>
		<category><![CDATA[statistics]]></category>

		<guid isPermaLink="false">http://www.mychances.net/blog/2008/05/02/new-tracking-high-schools/</guid>
		<description><![CDATA[Today, I finally put the finishing touches on a form I&#8217;ve been working on for a couple of weeks now. It&#8217;s the page where you create your college profile. This is an important page, because the computer largely bases its predictions on the information you give it here. Starting today, you&#8217;ll be asked to indicate [...]]]></description>
			<content:encoded><![CDATA[<img style='float: left; margin-right: 10px; border: none;' src='http://www.gravatar.com/avatar.php?gravatar_id=a6b86431a750edb0d8748e2bf5a8290d&amp;default=' alt='No Gravatar' width=80 height=80/><p>Today, I finally put the finishing touches on a form I&#8217;ve been working on for a couple of weeks now. It&#8217;s the page where you <a href="http://college.mychances.net/profile/college_profile.php">create your college profile</a>. This is an important page, because the computer largely bases its predictions on the information you give it here. Starting today, you&#8217;ll be asked to indicate which high school you&#8217;re attending (out of a list of about 35,000). If it&#8217;s not there, you can easily add it without leaving the page. And for privacy&#8217;s sake, you&#8217;re invited to hide your high school information <em>before</em> you&#8217;re even asked for it.</p>
<p>The benefit in disclosing where you go to high school is that it will allow for better predictions.  Unless you think that it&#8217;s an accident that Stuyvesant and Andover flood the Ivies with their graduates every year, you&#8217;ll probably agree with me that high school &#8220;strength&#8221; is a fair indicator of future college acceptance. Well, even if you don&#8217;t agree with me, we&#8217;ll be testing this hypothesis together over the next few weeks.</p>
<p>Are there any patterns that you think will jump out? How do you think your your high school will compare?</p>
<a class="a2a_dd addtoany_share_save" href="http://www.addtoany.com/share_save?linkurl=http%3A%2F%2Fwww.mychances.net%2Fblog%2F2008%2F05%2F02%2Fnew-tracking-high-schools%2F&amp;linkname=New%20%26%238211%3B%20Tracking%20high%20schools"><img src="http://www.mychances.net/blog/wp-content/plugins/add-to-any/share_save_171_16.png" width="171" height="16" alt="Share/Bookmark"/></a>]]></content:encoded>
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		<slash:comments>3</slash:comments>
		</item>
		<item>
		<title>Big survey update</title>
		<link>http://www.mychances.net/blog/2008/03/18/big-survey-update/</link>
		<comments>http://www.mychances.net/blog/2008/03/18/big-survey-update/#comments</comments>
		<pubDate>Tue, 18 Mar 2008 12:41:31 +0000</pubDate>
		<dc:creator>James</dc:creator>
				<category><![CDATA[MyChances.net]]></category>
		<category><![CDATA[Status Update]]></category>
		<category><![CDATA[data]]></category>
		<category><![CDATA[mit]]></category>
		<category><![CDATA[mychances]]></category>
		<category><![CDATA[prediction]]></category>
		<category><![CDATA[privacy]]></category>
		<category><![CDATA[security]]></category>
		<category><![CDATA[survey]]></category>

		<guid isPermaLink="false">http://www.mychances.net/blog/2008/03/18/big-survey-update/</guid>
		<description><![CDATA[I&#8217;m rolling out a big survey update today that should simplify and improve the data that gets collected; as always, this will help with predictions. Expect this around 9:00pm Pacific on Tuesday; I&#8217;ll make another note here when the update gets &#8220;pushed&#8221; out.
Later this week, I&#8217;ll be clarifying the privacy policy and beefing up privacy [...]]]></description>
			<content:encoded><![CDATA[<img style='float: left; margin-right: 10px; border: none;' src='http://www.gravatar.com/avatar.php?gravatar_id=a6b86431a750edb0d8748e2bf5a8290d&amp;default=' alt='No Gravatar' width=80 height=80/><p>I&#8217;m rolling out a big survey update today that should simplify and improve the data that gets collected; as always, this will help with predictions. Expect this around 9:00pm Pacific on Tuesday; I&#8217;ll make another note here when the update gets &#8220;pushed&#8221; out.</p>
<p>Later this week, I&#8217;ll be clarifying the privacy policy and beefing up privacy safeguards.</p>
<p>By the way, it looks like MIT has been sending out rejection letters; let me know if you&#8217;ve seen any MIT acceptances.</p>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Which schools are GPA-oriented?</title>
		<link>http://www.mychances.net/blog/2008/03/06/which-schools-are-gpa-oriented/</link>
		<comments>http://www.mychances.net/blog/2008/03/06/which-schools-are-gpa-oriented/#comments</comments>
		<pubDate>Thu, 06 Mar 2008 22:12:18 +0000</pubDate>
		<dc:creator>James</dc:creator>
				<category><![CDATA[MyChances.net]]></category>
		<category><![CDATA[elite]]></category>
		<category><![CDATA[gpa]]></category>
		<category><![CDATA[middle]]></category>
		<category><![CDATA[mychances]]></category>
		<category><![CDATA[prediction]]></category>
		<category><![CDATA[standardized tests]]></category>

		<guid isPermaLink="false">http://www.mychances.net/blog/2008/03/06/which-schools-are-gpa-oriented/</guid>
		<description><![CDATA[Other bloggers  have been discussing which schools place  the most emphasis on GPA.
At Mychances.net, at least, it&#8217;s our experience that the schools at the &#8220;top&#8221; are the ones most likely to take into account more than GPA and scores. These are the ones most difficult to &#8220;chance&#8221; based on numbers alone. The ones [...]]]></description>
			<content:encoded><![CDATA[<img style='float: left; margin-right: 10px; border: none;' src='http://www.gravatar.com/avatar.php?gravatar_id=a6b86431a750edb0d8748e2bf5a8290d&amp;default=' alt='No Gravatar' width=80 height=80/><p>Other bloggers  have been discussing which schools place  the most emphasis on GPA.</p>
<p>At Mychances.net, at least, it&#8217;s our experience that the schools at the &#8220;top&#8221; are the ones most likely to take into account <em>more than </em>GPA and scores. These are the ones most difficult to &#8220;chance&#8221; based on numbers alone. The ones in the middle of the pack tend to be pretty well predictable based on GPA, standardized tests, and little more than that.</p>
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		<slash:comments>1</slash:comments>
		</item>
		<item>
		<title>Community prediction</title>
		<link>http://www.mychances.net/blog/2008/01/28/community-prediction/</link>
		<comments>http://www.mychances.net/blog/2008/01/28/community-prediction/#comments</comments>
		<pubDate>Tue, 29 Jan 2008 00:40:31 +0000</pubDate>
		<dc:creator>James</dc:creator>
				<category><![CDATA[MyChances.net]]></category>
		<category><![CDATA[Status Update]]></category>
		<category><![CDATA[community]]></category>
		<category><![CDATA[crowdsourcing]]></category>
		<category><![CDATA[game]]></category>
		<category><![CDATA[interactive]]></category>
		<category><![CDATA[mychances]]></category>
		<category><![CDATA[prediction]]></category>
		<category><![CDATA[social networking]]></category>

		<guid isPermaLink="false">http://www.mychances.net/blog/?p=21</guid>
		<description><![CDATA[New feature: community predictions. These allow you to rate fellow members&#8217; chances at any school where they have not yet received a decision (acceptance/waitlist/rejection), and others can rate you.
In short time, I&#8217;ll be developing an &#8220;application&#8221; to go with this. As things stand, the plan is to display a profile based on how often you [...]]]></description>
			<content:encoded><![CDATA[<img style='float: left; margin-right: 10px; border: none;' src='http://www.gravatar.com/avatar.php?gravatar_id=a6b86431a750edb0d8748e2bf5a8290d&amp;default=' alt='No Gravatar' width=80 height=80/><p>New feature: community predictions. These allow you to rate fellow members&#8217; chances at any school where they have not yet received a decision (acceptance/waitlist/rejection), and others can rate you.</p>
<p>In short time, I&#8217;ll be developing an &#8220;application&#8221; to go with this. As things stand, the plan is to display a profile based on how often you rate others profiles. The probability that someone will be taken to <em>your </em>profile is determined based on how many profiles <em>you </em>have rated. The system should, therefore, reward you for rating others&#8217; profiles. There may be different incentive structures added on later.</p>
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		<slash:comments>1</slash:comments>
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		<item>
		<title>Personal characteristics</title>
		<link>http://www.mychances.net/blog/2008/01/09/personal-characteristics/</link>
		<comments>http://www.mychances.net/blog/2008/01/09/personal-characteristics/#comments</comments>
		<pubDate>Thu, 10 Jan 2008 00:39:38 +0000</pubDate>
		<dc:creator>James</dc:creator>
				<category><![CDATA[MyChances.net]]></category>
		<category><![CDATA[Status Update]]></category>
		<category><![CDATA[algorithm]]></category>
		<category><![CDATA[college admission]]></category>
		<category><![CDATA[model]]></category>
		<category><![CDATA[mychances]]></category>
		<category><![CDATA[prediction]]></category>
		<category><![CDATA[probability]]></category>

		<guid isPermaLink="false">http://www.mychances.net/blog/?p=20</guid>
		<description><![CDATA[I&#8217;ve implemented some survey questions to try to begin making the predictions more accurate at some of the tougher schools. If you&#8217;re creating a new account, you&#8217;ll automatically be asked 7 easy questions (no writing involved). If you&#8217;ve already got an account, why not update your account so the algorithm can improve our predictions for [...]]]></description>
			<content:encoded><![CDATA[<img style='float: left; margin-right: 10px; border: none;' src='http://www.gravatar.com/avatar.php?gravatar_id=a6b86431a750edb0d8748e2bf5a8290d&amp;default=' alt='No Gravatar' width=80 height=80/><p>I&#8217;ve implemented some survey questions to try to begin making the predictions more accurate at some of the tougher schools. If you&#8217;re creating a new account, you&#8217;ll automatically be asked 7 easy questions (no writing involved). If you&#8217;ve already got an account, why not <a href="http://college.mychances.net/profile/edit_detail_selector.php?choice=college" target="_blank">update your account</a> so the algorithm can improve our predictions for you?</p>
<p>(Note &#8211; the prediction algorithm is not using this info yet because the site just started collecting it, but this will change in the weeks to come.)</p>
<a class="a2a_dd addtoany_share_save" href="http://www.addtoany.com/share_save?linkurl=http%3A%2F%2Fwww.mychances.net%2Fblog%2F2008%2F01%2F09%2Fpersonal-characteristics%2F&amp;linkname=Personal%20characteristics"><img src="http://www.mychances.net/blog/wp-content/plugins/add-to-any/share_save_171_16.png" width="171" height="16" alt="Share/Bookmark"/></a>]]></content:encoded>
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		<item>
		<title>Site accuracy, updated models, admissions game</title>
		<link>http://www.mychances.net/blog/2007/11/09/site-accuracy-updated-models-admissions-game/</link>
		<comments>http://www.mychances.net/blog/2007/11/09/site-accuracy-updated-models-admissions-game/#comments</comments>
		<pubDate>Sat, 10 Nov 2007 00:38:36 +0000</pubDate>
		<dc:creator>James</dc:creator>
				<category><![CDATA[MyChances.net]]></category>
		<category><![CDATA[Status Update]]></category>
		<category><![CDATA[admission]]></category>
		<category><![CDATA[admissions game]]></category>
		<category><![CDATA[college admission]]></category>
		<category><![CDATA[mychances]]></category>
		<category><![CDATA[prediction]]></category>

		<guid isPermaLink="false">http://www.mychances.net/blog/?p=19</guid>
		<description><![CDATA[Today I updated the prediction models for the first time in a few months, so you might see a shuffle in your predictions as the model updates. We&#8217;re still working with a relatively small sample size in the low thousands. As the site grows, the predictions will become less labile.
As things currently stand, the site [...]]]></description>
			<content:encoded><![CDATA[<img style='float: left; margin-right: 10px; border: none;' src='http://www.gravatar.com/avatar.php?gravatar_id=a6b86431a750edb0d8748e2bf5a8290d&amp;default=' alt='No Gravatar' width=80 height=80/><p>Today I updated the prediction models for the first time in a few months, so you might see a shuffle in your predictions as the model updates. We&#8217;re still working with a relatively small sample size in the low thousands. As the site grows, the predictions will become less labile.</p>
<p>As things currently stand, the site is, on the whole <a href="http://www.mychances.net/about.php" target="_blank">90% accurate</a> (see the bottom piece of data on that page).</p>
<p>Also, the <a href="http://college.mychances.net/games/admissions-expert.php" target="_blank">Admission Game</a> has been updated to properly take into account the predictions made by each school&#8217;s model.</p>
<a class="a2a_dd addtoany_share_save" href="http://www.addtoany.com/share_save?linkurl=http%3A%2F%2Fwww.mychances.net%2Fblog%2F2007%2F11%2F09%2Fsite-accuracy-updated-models-admissions-game%2F&amp;linkname=Site%20accuracy%2C%20updated%20models%2C%20admissions%20game"><img src="http://www.mychances.net/blog/wp-content/plugins/add-to-any/share_save_171_16.png" width="171" height="16" alt="Share/Bookmark"/></a>]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Probability and accuracy</title>
		<link>http://www.mychances.net/blog/2007/11/07/probability-and-accuracy/</link>
		<comments>http://www.mychances.net/blog/2007/11/07/probability-and-accuracy/#comments</comments>
		<pubDate>Thu, 08 Nov 2007 00:37:56 +0000</pubDate>
		<dc:creator>James</dc:creator>
				<category><![CDATA[MyChances.net]]></category>
		<category><![CDATA[Status Update]]></category>
		<category><![CDATA[accuracy]]></category>
		<category><![CDATA[mychances]]></category>
		<category><![CDATA[prediction]]></category>
		<category><![CDATA[probability]]></category>

		<guid isPermaLink="false">http://www.mychances.net/blog/?p=18</guid>
		<description><![CDATA[Welcome, CCers. After getting some feedback requesting more information, I&#8217;ve made a couple changes. First, you will now see the predicted probability of admission in your profile, instead of just a &#8220;yes&#8221; or &#8220;no&#8221;. Second, the accuracy of the model that is giving you the prediction will be shown just below, so that you can [...]]]></description>
			<content:encoded><![CDATA[<img style='float: left; margin-right: 10px; border: none;' src='http://www.gravatar.com/avatar.php?gravatar_id=a6b86431a750edb0d8748e2bf5a8290d&amp;default=' alt='No Gravatar' width=80 height=80/><p>Welcome, CCers. After getting some feedback requesting more information, I&#8217;ve made a couple changes. First, you will now see the predicted probability of admission in your profile, instead of just a &#8220;yes&#8221; or &#8220;no&#8221;. Second, the accuracy of the model that is giving you the prediction will be shown just below, so that you can get a better sense of how much you want to trust the prediction.</p>
<p>Cheers,</p>
<p>James</p>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Predictions in your profile</title>
		<link>http://www.mychances.net/blog/2007/06/27/predictions-in-your-profile/</link>
		<comments>http://www.mychances.net/blog/2007/06/27/predictions-in-your-profile/#comments</comments>
		<pubDate>Thu, 28 Jun 2007 00:36:59 +0000</pubDate>
		<dc:creator>James</dc:creator>
				<category><![CDATA[MyChances.net]]></category>
		<category><![CDATA[Status Update]]></category>
		<category><![CDATA[feedback]]></category>
		<category><![CDATA[mychances]]></category>
		<category><![CDATA[prediction]]></category>
		<category><![CDATA[profile]]></category>

		<guid isPermaLink="false">http://www.mychances.net/blog/?p=17</guid>
		<description><![CDATA[For the past few weeks, predictions have been displayed on the member list for each school. Starting today, you can just visit your own college tracker to see the predictions at each of the schools on your list. That should save a few clicks. Also, if you hover your mouse over the prediction, extra details [...]]]></description>
			<content:encoded><![CDATA[<img style='float: left; margin-right: 10px; border: none;' src='http://www.gravatar.com/avatar.php?gravatar_id=a6b86431a750edb0d8748e2bf5a8290d&amp;default=' alt='No Gravatar' width=80 height=80/><p>For the past few weeks, predictions have been displayed on the member list for each school. Starting today, you can just visit your own college tracker to see the predictions at each of the schools on your list. That should save a few clicks. Also, if you hover your mouse over the prediction, extra details about that prediction appear in a box above the mouse.</p>
<p>Use this thread to give feedback, positive and negative.</p>
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		<title>Predictions on display</title>
		<link>http://www.mychances.net/blog/2007/04/06/predictions-on-display/</link>
		<comments>http://www.mychances.net/blog/2007/04/06/predictions-on-display/#comments</comments>
		<pubDate>Sat, 07 Apr 2007 00:35:51 +0000</pubDate>
		<dc:creator>James</dc:creator>
				<category><![CDATA[MyChances.net]]></category>
		<category><![CDATA[Status Update]]></category>
		<category><![CDATA[mychances]]></category>
		<category><![CDATA[prediction]]></category>
		<category><![CDATA[selectivity index]]></category>

		<guid isPermaLink="false">http://www.mychances.net/blog/?p=16</guid>
		<description><![CDATA[Quick update &#8211; we&#8217;ve updated the system to display the predicted admissions outcome for each applicant on each school&#8217;s page. For example, if you visit the page of University of Illinois you&#8217;ll see that the model predicts admission to that school about 75% of the time.
At the University of Virginia, it predicts admission correctly about [...]]]></description>
			<content:encoded><![CDATA[<img style='float: left; margin-right: 10px; border: none;' src='http://www.gravatar.com/avatar.php?gravatar_id=a6b86431a750edb0d8748e2bf5a8290d&amp;default=' alt='No Gravatar' width=80 height=80/><p>Quick update &#8211; we&#8217;ve updated the system to display the predicted admissions outcome for each applicant on each school&#8217;s page. For example, if you visit the page of <a href="http://college.mychances.net/college-1446-University-of-Illinois-at-Urbana-Champaign.html" target="_blank">University of Illinois</a> you&#8217;ll see that the model predicts admission to that school about 75% of the time.</p>
<p>At the <a href="http://college.mychances.net/college-1583-University-of-Virginia.html" target="_blank">University of Virginia</a>, it predicts admission correctly about 62% of the time, while at the <a href="http://college.mychances.net/college-1519-University-of-Pennsylvania.html" target="_blank">University of Pennsylvania</a>, it&#8217;s right over 80% of the time.</p>
<p>What do you think of the accuracy, or of the predictions in general?</p>
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