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Skilja | Document Understanding – Deep Learning

Document Understanding – Deep Learning. Skip to primary content. Skip to secondary content. Understanding the quality of an automatic classification system is crucial for its acceptance and any attempt to improve it over time. Quality means that we need to look at errors and at the recognition rate. In classification terms these values are called precision. We have already discussed these and how important they are. It is easy to depict them in a graphical visualization:. And lost from the class (set a)&...

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Skilja | Document Understanding – Deep Learning | skilja.de Reviews

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Document Understanding – Deep Learning. Skip to primary content. Skip to secondary content. Understanding the quality of an automatic classification system is crucial for its acceptance and any attempt to improve it over time. Quality means that we need to look at errors and at the recognition rate. In classification terms these values are called precision. We have already discussed these and how important they are. It is easy to depict them in a graphical visualization:. And lost from the class (set a)&...

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Skilja | Document Understanding – Deep Learning | skilja.de Reviews

https://skilja.de

Document Understanding – Deep Learning. Skip to primary content. Skip to secondary content. Understanding the quality of an automatic classification system is crucial for its acceptance and any attempt to improve it over time. Quality means that we need to look at errors and at the recognition rate. In classification terms these values are called precision. We have already discussed these and how important they are. It is easy to depict them in a graphical visualization:. And lost from the class (set a)&...

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Auto Classification and Bias | Skilja

http://www.skilja.de/2015/auto-classification-and-bias

Document Understanding – Deep Learning. Zum sekundären Inhalt wechseln. Auto Classification and Bias. Person makes different decisions during the week. You just look differently at a task on Monday morning than on Friday evening. The reason is so-called priming which happens to all of us day-by-day through our experience, knowledge, physical condition, context and a lot of other small factors. In a recent article on the meaning of words. Concluded, that people assume that property is more valuable when i...

2

What is a good classifer? (4/4) | Skilja

http://www.skilja.de/2015/what-is-a-good-classifer-44

Document Understanding – Deep Learning. Zum sekundären Inhalt wechseln. What is a good classifer? This is the fourth and final post on the characteristics of a good content based classifier. In previous posts we have focused on presentation of statistical results and comparison of the Skilja Classifier to a plain vanilla naïve Bayes classifier in Recall-Precision Graphs. The classifier determines so-called features. Top hit for coffee document with expected features like Columbia, coffee and export which...

3

The Meaning of Words | Skilja

http://www.skilja.de/2015/the-meaning-of-words

Document Understanding – Deep Learning. Zum sekundären Inhalt wechseln. The Meaning of Words. A famous poem by German poet Christian Morgenstern starts with the line that probably everybody has heard once:. 8220;Die Möwen sehen alle aus, als ob sie Emma hießen”. Which is in the translation by Karl F. Ross:. 8220;The seagulls by their looks suggest that Emma is their name”. Another good example is given in the New Yorker. That inspired this article, which quotes in the issue from May 2013:. Köhler showed ...

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Essentials | Skilja

http://www.skilja.de/category/essentials

Document Understanding – Deep Learning. Zum sekundären Inhalt wechseln. Archiv der Kategorie: Essentials. Vinna – 4th Generation Document Processing Platform. We are glad to introduce our new software “Vinna”. Vinna is Icelandic and means “work” and this name is self-explanatory as Vinna is a fourth generation platform for digital document processing. With our partners TCG ( www.tcgprocess.com. And Eucon ( www.eucon.de. The three dimensions of Vinna are:. Of course the architecture is service oriented (S...

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Start here | Skilja

http://www.skilja.de/start-here

Document Understanding – Deep Learning. Zum sekundären Inhalt wechseln. A Beginner’s Guide to Document Understanding. While some of you are familiar with the topic of document understanding and the software applications related to it, many of you are new in this field. To help you to start before going through all the posts and the archives I have compiled this overview as an entry point and introduction. The Skilja web site is organized as a blog with posts and static pages. Technology: Focuses on techn...

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Measuring Classification Quality | Skilja

http://www.skilja.com/2012/measuring-classification-quality

Document Understanding – Deep Learning. Zum sekundären Inhalt wechseln. The question is how classification quality can be measured. Often vendors give you ONE number: Our success rate is 95%! Quality of classification is measured using precision. Precision and recall for a single class. In document input, a precision of more than 95% is desirable in most cases. Normally this cannot be achieved without introducing a threshold that limits the results to documents that are above the predefined confidenc...

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Skilja | Document Understanding – Deep Learning

Document Understanding – Deep Learning. Skip to primary content. Skip to secondary content. Understanding the quality of an automatic classification system is crucial for its acceptance and any attempt to improve it over time. Quality means that we need to look at errors and at the recognition rate. In classification terms these values are called precision. We have already discussed these and how important they are. It is easy to depict them in a graphical visualization:. And lost from the class (set a)&...

skilja.de

Skilja | Document Understanding – Deep Learning

Document Understanding – Deep Learning. Skip to primary content. Skip to secondary content. Understanding the quality of an automatic classification system is crucial for its acceptance and any attempt to improve it over time. Quality means that we need to look at errors and at the recognition rate. In classification terms these values are called precision. We have already discussed these and how important they are. It is easy to depict them in a graphical visualization:. And lost from the class (set a)&...

skilja.net

Skilja | Document Understanding – Deep Learning

Document Understanding – Deep Learning. Skip to primary content. Skip to secondary content. Understanding the quality of an automatic classification system is crucial for its acceptance and any attempt to improve it over time. Quality means that we need to look at errors and at the recognition rate. In classification terms these values are called precision. We have already discussed these and how important they are. It is easy to depict them in a graphical visualization:. And lost from the class (set a)&...

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