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数据科学中的R和Python: 浅谈ROC曲线
http://xccds1977.blogspot.com/2013/01/roc.html
Data Science is the art of turning data into actions. 星期五, 一月 04, 2013. 如果我们选择一系列的临界点，就会得到一系列的TPR和TNR，将这些值对应的点连接起来，就构成了ROC曲线。ROC曲线可以帮助我们清楚的了解到这个分类器的性能表现，还能方便比较不同分类器的性能。在绘制ROC曲线的时候，习惯上是使用1-TNR作为横坐标，TPR作为纵坐标。下面来看看如何在R语言中绘制ROC曲线。 R中也有专门用来绘制ROC曲线的包，例如常见的ROCR包，它不仅可以用来画图，还能计算ROC曲线下面积AUC，以评价分类器的综合性能，该数值取0-1之间，越大越好。 ROCR包画图函数功能比较单一，笔者比较偏好使用功能更强大的pROC包。它可以方便比较两个分类器，还能自动标注出最优的临界点，图看起来也比较漂亮。 实际工作中也经常使用K-S曲线，将ROC曲线的X，Y坐标数据画成两条曲线，两条曲线的的最大距离作为模型KS值，衡量模型的区分效果。 应该谈谈为何使用ROC和AUC吧。。。 订阅： 帖子评论 (Atom). Simple模板. 由 Blogger.
Deep Learning in NLP （一）词向量和语言模型 | licstar的博客
http://licstar.net/archives/328
Skip to primary content. Skip to secondary content. Deep Learning in NLP 一 词向量和语言模型. 2013 年 7 月 29 日. 这篇博客是我看了半年的论文后，自己对 Deep Learning 在 NLP 领域中应用的理解和总结，在此分享。 Deep Learning 算法已经在图像和音频领域取得了惊人的成果，但是在 NLP 领域中尚未见到如此激动人心的结果。 有一种说法是，语言 词、句子、篇章等 属于人类认知过程中产生的高层认知抽象实体，而语音和图像属于较为底层的原始输入信号，所以后两者更适合做deep learning来学习特征。 第一句就先不用管了，毕竟今年的 ACL 已经被灌了好多 Deep Learning 的论文了。 不论最后这种方法是不是 Deep Learning，就目前而言，Deep Learning 在 NLP 领域中的研究已经将高深莫测的人类语言撕开了一层神秘的面纱。 将词用 词向量 的方式表示可谓是将 Deep Learning 算法引入 NLP 领域的一个核心技术。 22 C&W 的 SENNA.
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Links · Fleeting Years
https://www.fyears.org/links.html
Here are some useful links:. Who I want to make friends with. Eric You XU’s blog. C’ est La vie. C’ est La Vie-Keep Fighting. There is Economics in everything. The quieter you become, the more you hear. If you face yourself truly,keep striving for your dream. 50% Informatics, 50% Mathematics, and 50% Imagination. A PhD student in the User Interface Design Group, CSAIL (Computer Science and Artificial Intelligence Lab) at MIT (Massachusetts Institute of Technology). A PhD student on statistics. Super-fast...
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PUDDING RADIO - Programme
Crée et gère pour vous la radio de votre marque ou de votre événement. POUR DECOUVRIR PUDDING MUSIC RADIO Cliquez là. Ou, cliquez sur l'un des programmes suivants :. PUDDING MUSIC RADIO PROPOSE. Une plateforme technique (hébergement, player) nécéssaire à la diffusion de votre radio. L'interface utilisateur aux couleurs de votre marque ou de votre événement. Des programmes musicaux types ou sur mesure selon votre besoin. La gestion de la mise à jour de vos contenus (Jingles, infos, etc.).
+++Pudding Neko World+++
Upgrade to paid account! Melody の Rhapsody Members:. DOD Hoo - [魁]Kai. CP VShiwoo - [要]Kaname. CP Shiwoo - [哲]Satoshi. Leeke Love - [春美]Melody. BC Kumi - [夏美]Wish. Dark H.Soo - [命]Twinkle. CP Aru Girl - [雪雅]Belle. Volks Sch Head B - Miseya. BC Gun - [信]Shino. YoSD Neon - Kouta. DP20 Kurumi - Yumie. DP20 YoSD Shinn - [光司]Kouji. YoTenshi Shizuku - Chitose. MD Soom Skoll - Akiya. BF ShinyFairy - [千慧]Chie. DP23 YoSD Kakeru - Kousame. Leekeworld Sweet - Chiyomi. Luts LE Sweet Holiday Choco - Tsuyomi. Follow m...
puddingnila-sprinkle.deviantart.com
puddingnila-sprinkle (Nao Heather) - DeviantArt
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puddingnila (Nao Penguin) - DeviantArt
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puddingninja (Leana) - DeviantArt
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HETICC.
Posted on July 29, 2011 @ 7/29/2011 09:27:00 PM. I moved to tumblr alrdy :). Basketball is my drug. Posted on May 22, 2011 @ 5/22/2011 12:07:00 PM. I WANT THIS CAKE SO SO SOOOOO MUCH. Omg freaking cute luh! Promote fast and furious 5 kay. Such a nice movie! Made me want to go RIOOOOO. I like the Japan guyy, And his gf. 3 3. Cool ttm, ending also very surprising. And good news there's fast n furious 6! So gonna to watch it! Next friday is APEX day,. Lucky Frisbee change to Captain ball! Wait and seee :).
Pudding Norton & Testerton
Pudding Norton and Testerton. Pudding Norton & Testerton Parish Council. Pudding Norton and Testerton parish is situated just south of Fakenham in Norfolk, England and has some 270 or so electors. Click here for location map. The purpose of this website is both to inform visitors about the parish and to provide access to the Parish Council’s records, thus helping to meet its obligations under the Freedom of Information Act. Pudding Norton and Testerton. Created by Wensum.net. Hosted at Norfolk Internet.
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puddingofdarkness.deviantart.com
puddingofdarkness (Katie) - DeviantArt
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PuddingOfDeath (Agata) - DeviantArt
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