You are hereOur Models

Our Models

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  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Members of <b>The Ensemble</b> have made major breakthroughs in the accuracy and in the performance of recommender algorithms.</p>\n<table border=\"1px\">\n<tr>\n<td class=\"style26\" align=\"center\" valign=\"top\" rowspan=\"7\">\n<h1>Accuracy</h1>\n<p> Single programs created by our members achieved these results.\n </p></td>\n</tr>\n<tr>\n<td><a href=\"http://gpsinformation.info/main/Dozer.pps\"><img src=\"/images/Dozer.jpg\" /></a></td>\n<td align=\"left\"><a href=\"http://www.craigcarmichael.net\">Craig Carmichael</a> created multiple models that had a quiz RMSE of 0.87xx.</td>\n</tr>\n<tr>\n<td class=\"style20\" align=\"center\">\n <a href=\"http://www.feeds2.com/netflix\"><img alt=\"\" src=\"/images/feeds2_logo.gif\" /></a></td>\n<td class=\"style18\"><b>7.64% improvement</b><br/><br/><a href =\"http://www.linkedin.com/in/ampazis\">Nicholas Ampazis</a> and <a href = \"http://www.linkedin.com/in/tsagas\">George Tsagas</a> from the <a href=http://www.feeds2.com/netflix/>Feeds2</a> team created multiple models that had quiz RMSEs of 0.87xx. Their best result was 0.8787.</br/></br/></td>\n</tr>\n<tr>\n<td align=\"left\" colspan=\"2\"><b>7.85% improvement</b><br/><br/><a href=\"http://greymatter-greymatter.blogspot.com/\">Edward De Grijs</a> included a number of novel improvements in a single model that obtained a quiz RMSE of 0.8767. His algorithm is not a time model, has low complexity, and it automatically finds the optimum parameters.\n</br/></br/></td>\n</tr>\n<tr>\n<td> <img src =\"/images/fertility150X150a4.jpg\" /> </td>\n<td align=\"left\">\n <b>7.65% improvement</b><br/><br/><a href =\"http://howbert.netherweb.com/\">Jeff Howbert</a> (team \'Howbert\') created a time based matrix factorization algorithm that achieved a quiz RMSE of 0.8786.</br/></br/></td>\n</tr>\n<tr>\n<td><a href=\"http://netdace.blogspot.com/\"><img height=\"100px\" width = \"150px\" src=\"/images/Dace_Logo.gif\" /></a></td>\n<td align=\"left\">\n Using some new ways of capturing long-term and short-term time effects, Larry Ya Luo, a.k.a. <a href=\"http://netdace.blogspot.com/\">Dace</a> created a directly trained model that can achieve 0.877x quiz RMSE. With further post-processing, 0.875x can be achieved by a single predicator.</td>\n</tr>\n<tr>\n<td><img src =\"/images/Aron_Arch.jpg\" /></td>\n<td align=\"left\">\n <b>8.24% improvement</b><br/><br/><a href=\"http://aronmiller.wordpress.com/\">Aron Miller</a> created what might be the best single algorithm yet discovered (with a quiz RMSE of 0.8730 or an 8.24% improvement over Cinematch\'s original score). Email aroneus at yahoo</br/></br/></td>\n</tr>\n<tr>\n<td class=\"style26\" align=\"center\" valign=\"top\" rowspan=\"4\">\n<h1>Performance</h1>\n<p> Single programs written by our members were able to make extremely accurate predictions in record setting time.\n </p></td>\n</tr>\n<tr>\n<td class=\"style20\" align=\"center\">\n <a href=\"http://www.feeds2.com/netflix\"><img alt=\"\" src=\"/images/feeds2_logo.gif\" /></a></td>\n<td class=\"style18\"><a href =\"http://www.linkedin.com/in/ampazis\">Nicholas Ampazis</a> and <a href = \"http://www.linkedin.com/in/tsagas\">George Tsagas</a> from the <a href=http://www.feeds2.com/netflix/>Feeds2</a> team implemented all of their SVD models (except SVD++ variants) so that they converge in under 5 minutes. </td>\n</tr>\n<tr>\n<td class=\"style19\" colspan=\"2\"><b>7.08% accuracy improvement in 8 minutes<br/>More than 3,000% performance improvement</br/></b><br/><br/><a href=\"http://wojtekkulik.blogspot.com/\">Wojtek Kulik</a> created an algorithm that produced a 0.8840 quiz RMSE solution in eight (8) minutes (including reading raw data and writing result file) on an AMD 64 X2 Dual Core @5200+ machine, without using parallelism of any kind (like CUDA, OpenMP, etc.).<br/><br/>Other published models take from 4 to 8 hours to approach this level of accuracy.<br/><br/>His SVD implementation converges in less than one minute.</br/></br/></br/></br/></br/></br/></td>\n</tr>\n<tr>\n<td align=\"left\" class=\"style20\">\n <img src=\"/images/newman1.JPG\" style=\"height: 100px; width: 142px\" /></td>\n<td align=\"left\">\n <b>7,500% performance improvement for kNN</b><br/><br/><a href=\"http://dmnewbie.blogspot.com/\">Bo Yang</a> (known as Newman ! on the leaderboard and forum) improved the performance of standard K Nearest Neighbor algorithms by 7,500%. He decreased the time needed to calculate 316 million relationships between objects from 2.5 hours to 2 minutes.<br/><br/>He used a PC with Intel Core2 Quad CPU (4 cores) @ 2.4G Hz, 2 GB of RAM, running Window XP. Most code was written in C++, built by Visual Studio 2008.</br/></br/></br/></br/></td>\n</tr>\n</table>\n', created = 1467320939, expire = 1467407339, headers = '', serialized = 0 WHERE cid = '2:6bb8a8328f13b03bc2aee65e9b41a697' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
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  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>I definitely enjoying every little bit of it. It is a great website and nice share<br />\nSignature: <a href=\"http://slitherio-skins.com\">slither io </a> | <a href=\"http://wingsios.com\">wings io</a> | <a href=\"http://science-kombat.com/\">science kombat </a> | <a href=\"http://tanktrouble234.com/tank-trouble-4/\">tank trouble 4</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:a0bbcc1c7921c6e9ec1f671d504e3caa' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:653e30bc52efcdbc7c5922dc9a847d99' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>I am always searching online for articles that can help me. There is obviously a lot to know about this. I think you made some good points in Features also. Keep working, great job! <a href=\"http://freeadposting.xyz/\">free posting site</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:653e30bc52efcdbc7c5922dc9a847d99' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:0d132254159bca5221c1f156e162ab30' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>I admire what you have done here. I like the part where you say you are doing this to give back but I would assume by all the comments that this is working for you as well. <a href=\"http://free-advertising.xyz\">free online advertising</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:0d132254159bca5221c1f156e162ab30' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:9cae70230647c707dd26f6f0840c05ec' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>I think this is an informative post and it is very useful and knowledgeable. therefore, I would like to thank you for the efforts you have made in writing this article <a href=\"http://online-advertising.xyz/\">free advertising website online</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:9cae70230647c707dd26f6f0840c05ec' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:ded1ffa391bced80b8661381faefffb5' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>we are delighted with the results. Two of the courses were sold out, the other nearly so; and the feedback from the delegates was almost universally positive. <a href=\"http://www.healthcaretip.com\">Remedies</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:ded1ffa391bced80b8661381faefffb5' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:b54afd5a8855eaa1df23d6f460247c4d' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>I am very much pleased with the contents you have mentioned. I wanted to thank you for this great article. <a href=\"http://www.rxdrugs.xyz\">Drugs Cost</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:b54afd5a8855eaa1df23d6f460247c4d' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:0c636e504e74247ca768f7d9b1c91ee7' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Nice article thanks for sharing.. <a href=\"http://www.medicalvideos.top\">Top Videos</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:0c636e504e74247ca768f7d9b1c91ee7' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:73451f2281bc77fa742eb63432baf126' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p><a href=\"http://bouwkundigekeuring-almere.nl/\">Bouwkundige keuring Almere</a><br />\n<a href=\"http://bouwkundige-keuringamsterdam.nl/\">Bouwkundige keuring Amsterdam</a><br />\n<a href=\"http://bouwkundigekeuring-denhaag.nl/\">Bouwkundige keuring Den Haag</a><br />\n<a href=\"http://bouwkundigekeuring-haarlem.nl/\">Bouwkundige keuring Haarlem</a><br />\n<a href=\"http://bouwkundige-keuringrotterdam.nl/\">Bouwkundige keuring Rotterdam</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:73451f2281bc77fa742eb63432baf126' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:b9209828b0d1be02b6169c4daece14a0' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p><a href=\"http://bouwkundige-keuringalkmaar.nl/\">Bouwtkundige keuring Alkmaar</a><br />\n<a href=\"http://bouwkundige-keuringutrecht.nl/\">Bouwtundige keuring Utrecht</a><br />\n<a href=\"http://bouwkundigekeuring-amersfoort.nl/\">Bouwkundige keuring Amersfoort</a><br />\n<a href=\"http://bouwkundigekeuring-zaandam.nl/\">Bouwkundige keuring Zaandam</a><br />\n<a href=\"http://bouwkundigekeuring-arnhem.nl/\">Bouwkun dige keuring Arnhem</a><br />\n<a href=\"http://bouwkundigekeuring-hilversum.nl/\">Bouwkundige keuring Hilversum</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:b9209828b0d1be02b6169c4daece14a0' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:3d208927234b6881e3129dd4cbadbcb4' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Nice Informative Blog having nice sharing..<br />\n<a href=\'http://maplegrovetaximn.com/\' target=\'_blank\'>taxi medina</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:3d208927234b6881e3129dd4cbadbcb4' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:2673c77f28f8f0b19bef2251bef5c80f' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>I am glad you take pride in what you write. This makes you stand way out from many other writers that push poorly written content. <a href=\"https://24optionopinioni.wordpress.com/\">broker</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:2673c77f28f8f0b19bef2251bef5c80f' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:6a671d51b0bfb68c0a450d0d652cd4b6' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Much obliged to you such a great amount for thinking about your substance and your perusers. <a href=\"https://24optioncomblog.wordpress.com/\">24option truffa</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:6a671d51b0bfb68c0a450d0d652cd4b6' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:d1baf0d00f99b85a5af60466ccd62a2f' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Its a great pleasure reading your post.Its full of information I am looking for and I love to post a comment that \"The content of your post is awesome\" Great work. <a href=\"http://www.glow-bug.net/how-can-i-get-the-girl-i-want-if-im-fat/\">www.glow-bug.net/how-can-i-get-the-girl-i-want-if-im-fat/</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:d1baf0d00f99b85a5af60466ccd62a2f' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:48b09e6fb7236a53a81d931ef9731268' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Aannemer Amsterdam verwezenlijkt een droom badkamer naar uw eigen wensen, startend met tekenwerk en, indien gewenst, advies met betrekking tot materiaalkeuze alsmede levering door ons. aansluitend wordt door Aannemersbedrijf Amsterdam het ventilatie systeem aangelegd/verlegd en wordt het tegelwerk, inclusief voeg- en kitwerk, alsmede het sanitair geplaatst.<br />\nuiteraard is goed overleg tijdens de uitvoering van groot belang voor de voortgang van de opdracht en dit is een kenmerk van Aannemersbedrijf Amsterdam.<br />\nwij bieden u verschillende uitgebreide werkzaamheden met name op het gebied van: aannemersbedrijf amsterdam is een uitstekende keuze wanneer u op zoek bent naar een fundering specialist, was het voor een aanbouw of nieuwbouw of funderingsherstel.<br />\nAannemersbedrijf Amsterdam biedt u de mogelijkheden om een vakkundig gedetailleerd bouwkundig keuring rapport uit te brengen tegen een gereduceerd tarief zodat u van tevoren weet waar u aan toe bent en de kosten van eventueel herstel of renovatie c.q. verbouwing hiervan zullen zijn.<br />\nAannemersbedrijf Amsterdam heeft gedurende de jaren een goede ervaring opgebouwd op het gebied van renovatie/verbouwing werkzaamheden, zodat u met een goed gevoel in uw waardevol bezit comfortabel kunt wonen.</p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:48b09e6fb7236a53a81d931ef9731268' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:f7308167b77dcdf02d5883c4e536609a' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Sbi madgul ifsc SBIN0012218. Sbi devarkadra ifsc SBIN0017311. Sbi mahabubnagar ifsc SBIN0003484. Sbi bhoothpur ifsc SBIN0003513. Sbi adb shantinagar ifsc SBIN0003746.<br />\n<a href=\"http://www.scoop.it/t/mdu-results/p/4065127713/2016/06/14/find-your-bank-s-brnach-ifsc-code-micr-code-and-branch-details-at-myifsccodes-com\" title=\"http://www.scoop.it/t/mdu-results/p/4065127713/2016/06/14/find-your-bank-s-brnach-ifsc-code-micr-code-and-branch-details-at-myifsccodes-com\">http://www.scoop.it/t/mdu-results/p/4065127713/2016/06/14/find-your-bank...</a><br />\n<a href=\"http://frompo.com/gallery/a79d6f282ccec8dc589557ab16d60f06cd970845_2\" title=\"http://frompo.com/gallery/a79d6f282ccec8dc589557ab16d60f06cd970845_2\">http://frompo.com/gallery/a79d6f282ccec8dc589557ab16d60f06cd970845_2</a><br />\n<a href=\"https://storify.com/Azharuddinm/state-bank-of-india-ifsc-codes-for-jaipur\" title=\"https://storify.com/Azharuddinm/state-bank-of-india-ifsc-codes-for-jaipur\">https://storify.com/Azharuddinm/state-bank-of-india-ifsc-codes-for-jaipur</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:f7308167b77dcdf02d5883c4e536609a' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:3d7e88db931d2c2bc5c465932011a1ce' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Its sensible plan truly to share sensible data on such websites, you\'ll truly reach those that really want it. Thanks for sharing this data from <a href=\"http://garagedoorrepairdykerheightsny.weebly.com/blog/what-to-consider-beforegarage-door-repair\">Garage Door Repair Company in Bensonhurst</a>.</p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:3d7e88db931d2c2bc5c465932011a1ce' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:2ca30ecea147892518fd85e7abdea0c3' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Dimusim hujan seperti ini pasti banyak seklai orang yang terjangkit penyakit flu dan batuk pilek, mungkin harus disediakan <a href=\"http://obatflubatuk.com/obat-flu-pilek-tradisional/\">obat flu pilek tradisional</a>. Yang jelas harus aman untuk dikonsumsi oleh semua kalangan, dan batuk juga jangan disepelekan, karena gejala batuk ternyata bisa datang akibat penyakit serius, seperti bronkitis, tbc, dll. Maka dari itu harus juga sediakan <a href=\"http://obatflubatuk.com/obat-batuk-gejala-tbc-yang-alami/\">obat batuk gejala TBC</a> dan <a href=\"http://obatflubatuk.com/obat-batuk-bronkitis-kronis-akut/\">obat batuk bronkitis</a>. Sebagai pencegahan, kita perlu menyediakan obat nya.</p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:2ca30ecea147892518fd85e7abdea0c3' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:1a2b3d6b46b41805d41cc13e79a61afa' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Awesome blog. I enjoyed reading your articles. This is truly a great read for me. I have bookmarked it and I am looking forward to reading new articles. Keep up the good work!<br />\n <a href=\'http://activatorz.com/windows-8-1-activator/\'>Windows 8.1 Activator</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:1a2b3d6b46b41805d41cc13e79a61afa' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:4edbbb1198e32032b003b9d1b74f7b64' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Ⅰ Һave learn ѕeveral good stuff һere. Ꭰefinitely valuе bookmarking fоr revisiting.<br />\nΙ surprise hoᴡ a lot effort уou ѕet to create tҺis қind of fantastic informative site.</p>\n<p>Feel free tо visit my web site ... seo audit service fгom<br />\nherе - <a href=\"https://gumroad.com/seoaudittool\" title=\"https://gumroad.com/seoaudittool\">https://gumroad.com/seoaudittool</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:4edbbb1198e32032b003b9d1b74f7b64' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:1153863a2bc5708f8c1842585bd2be18' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>“Success is stumbling from failure to failure with no loss of enthusiasm.” <a href=\"http://centralbankofindianetbanking.xyz/\" title=\"http://centralbankofindianetbanking.xyz/\">http://centralbankofindianetbanking.xyz/</a><br />\n<a href=\"http://denabank.xyz/\" title=\"http://denabank.xyz/\">http://denabank.xyz/</a><br />\n<a href=\"http://unionbanknetbanking.xyz/\" title=\"http://unionbanknetbanking.xyz/\">http://unionbanknetbanking.xyz/</a><br />\n<a href=\"http://yesbanknetbanking.xyz/\" title=\"http://yesbanknetbanking.xyz/\">http://yesbanknetbanking.xyz/</a><br />\n<a href=\"http://ucobank.xyz/\" title=\"http://ucobank.xyz/\">http://ucobank.xyz/</a><br />\n<a href=\"http://obcbankonline.xyz/\" title=\"http://obcbankonline.xyz/\">http://obcbankonline.xyz/</a><br />\n<a href=\"http://vijayabanknetbanking.xyz/\" title=\"http://vijayabanknetbanking.xyz/\">http://vijayabanknetbanking.xyz/</a><br />\n<a href=\"http://idbibanknetbanking.xyz/\" title=\"http://idbibanknetbanking.xyz/\">http://idbibanknetbanking.xyz/</a><br />\n<a href=\"http://citibanknetbanking.xyz/\" title=\"http://citibanknetbanking.xyz/\">http://citibanknetbanking.xyz/</a><br />\n<a href=\"http://bobnetbanking.xyz/\" title=\"http://bobnetbanking.xyz/\">http://bobnetbanking.xyz/</a><br />\n<a href=\"http://kotaknetbanking.xyz/\" title=\"http://kotaknetbanking.xyz/\">http://kotaknetbanking.xyz/</a><br />\n<a href=\"http://hdfcnetbanking.co.in/\" title=\"http://hdfcnetbanking.co.in/\">http://hdfcnetbanking.co.in/</a><br />\n<a href=\"http://icicinetbanking.net/\" title=\"http://icicinetbanking.net/\">http://icicinetbanking.net/</a><br />\n<a href=\"http://axisbanklogin.net/\" title=\"http://axisbanklogin.net/\">http://axisbanklogin.net/</a><br />\n<a href=\"http://andhrabank.online/\" title=\"http://andhrabank.online/\">http://andhrabank.online/</a><br />\n<a href=\"http://canarabanknetbanking.com/\" title=\"http://canarabanknetbanking.com/\">http://canarabanknetbanking.com/</a><br />\n<a href=\"http://corporationbank.xyz/\" title=\"http://corporationbank.xyz/\">http://corporationbank.xyz/</a><br />\n<a href=\"http://syndicatebanknetbanking.xyz/\" title=\"http://syndicatebanknetbanking.xyz/\">http://syndicatebanknetbanking.xyz/</a><br />\n<a href=\"http://centralbankofindianetbanking.xyz/\" title=\"http://centralbankofindianetbanking.xyz/\">http://centralbankofindianetbanking.xyz/</a><br />\n<a href=\"http://denabank.xyz/\" title=\"http://denabank.xyz/\">http://denabank.xyz/</a><br />\n<a href=\"http://unionbanknetbanking.xyz/\" title=\"http://unionbanknetbanking.xyz/\">http://unionbanknetbanking.xyz/</a><br />\n<a href=\"http://yesbanknetbanking.xyz/\" title=\"http://yesbanknetbanking.xyz/\">http://yesbanknetbanking.xyz/</a><br />\n<a href=\"http://ucobank.xyz/\" title=\"http://ucobank.xyz/\">http://ucobank.xyz/</a><br />\n<a href=\"http://obcbankonline.xyz/\" title=\"http://obcbankonline.xyz/\">http://obcbankonline.xyz/</a><br />\n<a href=\"http://vijayabanknetbanking.xyz/\" title=\"http://vijayabanknetbanking.xyz/\">http://vijayabanknetbanking.xyz/</a><br />\n<a href=\"http://idbibanknetbanking.xyz/\" title=\"http://idbibanknetbanking.xyz/\">http://idbibanknetbanking.xyz/</a><br />\n<a href=\"http://citibanknetbanking.xyz/\" title=\"http://citibanknetbanking.xyz/\">http://citibanknetbanking.xyz/</a><br />\n<a href=\"http://bobnetbanking.xyz/\" title=\"http://bobnetbanking.xyz/\">http://bobnetbanking.xyz/</a><br />\n<a href=\"http://kotaknetbanking.xyz/\" title=\"http://kotaknetbanking.xyz/\">http://kotaknetbanking.xyz/</a></p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:1153863a2bc5708f8c1842585bd2be18' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:3728c8693a7960e613c0b3dd703cb800' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>It had long since come to my attention that people of accomplishment rarely sat back and let things happen to them. They went out and happened to things.”<br />\n― Leonardo da Vinci</p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:3728c8693a7960e613c0b3dd703cb800' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:e3fbda8a9fbc799468d22dfc062aef81' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>“How would your life be different if…You stopped making negative judgmental assumptions about people you encounter? Let today be the day…You look for the good in everyone you meet and respect their journey.”<br />\n― Steve Maraboli, Life, the Truth, and Being Free</p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:e3fbda8a9fbc799468d22dfc062aef81' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:2840d2d838d36d450e0485458d2246a1' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Sometimes life knocks you on your ass... get up, get up, get up!!! Happiness is not the absence of problems, it\'s the ability to deal with them.”<br />\n― Steve Maraboli, Life, the Truth, and Being Free</p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:2840d2d838d36d450e0485458d2246a1' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:c0ce3b98a722ce425b1efc167bb11986' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>“Sometimes it takes a good fall to really know where you stand”<br />\n― Hayley Williams</p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:c0ce3b98a722ce425b1efc167bb11986' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:e8f6eb6c722cc959748346c00b401e60' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: UPDATE cache_filter SET data = '<p>Our greatest glory is not in never falling, but in rising every time we fall.”<br />\n― Oliver Goldsmith, The Citizen of the World, Or, Letters from a Chinese Philosopher, Residing in London, to His Friends in the Country, by Dr. Goldsmith</p>\n', created = 1467320940, expire = 1467407340, headers = '', serialized = 0 WHERE cid = '1:e8f6eb6c722cc959748346c00b401e60' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 109.
  • user warning: Table './vandelay_industries/cache_filter' is marked as crashed and last (automatic?) repair failed query: SELECT data, created, headers, expire, serialized FROM cache_filter WHERE cid = '1:1f3a2a5de3d9cff229a3120b3edddf97' in /home/adifferentname/the-ensemble.com/includes/cache.inc on line 26.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
  • : preg_replace(): The /e modifier is deprecated, use preg_replace_callback instead in /home/adifferentname/the-ensemble.com/includes/unicode.inc on line 345.
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Members of The Ensemble have made major breakthroughs in the accuracy and in the performance of recommender algorithms.

Accuracy

Single programs created by our members achieved these results.

Craig Carmichael created multiple models that had a quiz RMSE of 0.87xx.
7.64% improvement

Nicholas Ampazis and George Tsagas from the Feeds2 team created multiple models that had quiz RMSEs of 0.87xx. Their best result was 0.8787.

7.85% improvement

Edward De Grijs included a number of novel improvements in a single model that obtained a quiz RMSE of 0.8767. His algorithm is not a time model, has low complexity, and it automatically finds the optimum parameters.

7.65% improvement

Jeff Howbert (team 'Howbert') created a time based matrix factorization algorithm that achieved a quiz RMSE of 0.8786.

Using some new ways of capturing long-term and short-term time effects, Larry Ya Luo, a.k.a. Dace created a directly trained model that can achieve 0.877x quiz RMSE. With further post-processing, 0.875x can be achieved by a single predicator.
8.24% improvement

Aron Miller created what might be the best single algorithm yet discovered (with a quiz RMSE of 0.8730 or an 8.24% improvement over Cinematch's original score). Email aroneus at yahoo

Performance

Single programs written by our members were able to make extremely accurate predictions in record setting time.

Nicholas Ampazis and George Tsagas from the Feeds2 team implemented all of their SVD models (except SVD++ variants) so that they converge in under 5 minutes.
7.08% accuracy improvement in 8 minutes
More than 3,000% performance improvement


Wojtek Kulik created an algorithm that produced a 0.8840 quiz RMSE solution in eight (8) minutes (including reading raw data and writing result file) on an AMD 64 X2 Dual Core @5200+ machine, without using parallelism of any kind (like CUDA, OpenMP, etc.).

Other published models take from 4 to 8 hours to approach this level of accuracy.

His SVD implementation converges in less than one minute.





7,500% performance improvement for kNN

Bo Yang (known as Newman ! on the leaderboard and forum) improved the performance of standard K Nearest Neighbor algorithms by 7,500%. He decreased the time needed to calculate 316 million relationships between objects from 2.5 hours to 2 minutes.

He used a PC with Intel Core2 Quad CPU (4 cores) @ 2.4G Hz, 2 GB of RAM, running Window XP. Most code was written in C++, built by Visual Studio 2008.



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