Category Archives: Data Mining

[Data Mining] Basics Summary

Basics of Data Mining Summary * reference: An Introduction to Data Mining( Dr. Saed Sayad) * further readings: link Data Mining Process Overall: Problem Definition>Data Preparation>Data Exploration>Modeling>Evaluation>Deployment Explaining the past: Exploration>Univariate/Bivariate Predicting the future: Modeling>Classification/Regression/Clustering/Association Rules (Past) Exploration: Describing the data by means of statistical/visualization techs. Univariate Analysis: Variables could be either categorical: nominal and ordinal… Read More »

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More Data Mining with Weka (1.4: The Knowledge Flow interface)

게시일: 2014. 4. 27. More Data Mining with Weka: online course from the University of Waikato Class 1 – Lesson 4: The Knowledge Flow interface http://weka.waikato.ac.nz/ Slides (PDF): http://goo.gl/Le602g https://twitter.com/WekaMOOC http://wekamooc.blogspot.co.nz/ Department of Computer Science University of Waikato New Zealand http://cs.waikato.ac.nz/ 카테고리 교육 라이선스 크리에이티브 커먼즈 저작자 표시 라이선스(재사용 허용) Remix this video 소스 동영상… Read More »

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More Data Mining with Weka (1.3: Comparing classifiers)

More Data Mining with Weka: online course from the University of Waikato Class 1 – Lesson 3: Comparing classifiers http://weka.waikato.ac.nz/ Slides (PDF): http://goo.gl/Le602g https://twitter.com/WekaMOOC http://wekamooc.blogspot.co.nz/ Department of Computer Science University of Waikato New Zealand http://cs.waikato.ac.nz/ 카테고리 교육 라이선스 크리에이티브 커먼즈 저작자 표시 라이선스(재사용 허용) 소스 동영상 저작자 표시 보기   1,237 total views, 1 views today

1,237 total views, 1 views today

More Data Mining with Weka (1.2: Exploring the Experimenter)

게시일: 2014. 4. 27. More Data Mining with Weka: online course from the University of Waikato Class 1 – Lesson 2: Exploring the Experimenter http://weka.waikato.ac.nz/ Slides (PDF): http://goo.gl/Le602g https://twitter.com/WekaMOOC http://wekamooc.blogspot.co.nz/ Department of Computer Science University of Waikato New Zealand http://cs.waikato.ac.nz/ 카테고리 교육 라이선스 크리에이티브 커먼즈 저작자 표시 라이선스(재사용 허용) 소스 동영상 저작자 표시 보기  … Read More »

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More Data Mining with Weka (1.1: Introduction)

게시일: 2014. 4. 27. More Data Mining with Weka: online course from the University of Waikato Class 1 – Lesson 1: Introduction http://weka.waikato.ac.nz/ Slides (PDF): http://goo.gl/Le602g https://twitter.com/WekaMOOC http://wekamooc.blogspot.co.nz/ Department of Computer Science University of Waikato New Zealand http://cs.waikato.ac.nz/ 카테고리 교육 라이선스 크리에이티브 커먼즈 저작자 표시 라이선스(재사용 허용) 소스 동영상 저작자 표시 보기     1,339 total… Read More »

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Data Mining with Weka (5.4: Summary)

게시일: 2013. 10. 6. Data Mining with Weka: online course from the University of Waikato Class 5 – Lesson 4: Summary http://weka.waikato.ac.nz/ Slides (PDF): http://goo.gl/5DW24X https://twitter.com/WekaMOOC http://wekamooc.blogspot.co.nz/ Department of Computer Science University of Waikato New Zealand http://cs.waikato.ac.nz/ 카테고리 교육 라이선스 크리에이티브 커먼즈 저작자 표시 라이선스(재사용 허용)   Filtered classifiers Filter training data but not test… Read More »

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Data Mining with Weka (5.3: Data mining and ethics)

게시일: 2013. 10. 6. Data Mining with Weka: online course from the University of Waikato Class 5 – Lesson 3: Data mining and ethics http://weka.waikato.ac.nz/ Slides (PDF): http://goo.gl/5DW24X https://twitter.com/WekaMOOC http://wekamooc.blogspot.co.nz/ Department of Computer Science University of Waikato New Zealand http://cs.waikato.ac.nz/ 카테고리 교육 라이선스 크리에이티브 커먼즈 저작자 표시 라이선스(재사용 허용) 소스 동영상 저작자 표시 보기  … Read More »

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Data Mining with Weka (5.2: Pitfalls and pratfalls)

게시일: 2013. 10. 6. Data Mining with Weka: online course from the University of Waikato Class 5 – Lesson 2: Pitfalls and pratfalls http://weka.waikato.ac.nz/ Slides (PDF): http://goo.gl/5DW24X https://twitter.com/WekaMOOC http://wekamooc.blogspot.co.nz/ Department of Computer Science University of Waikato New Zealand http://cs.waikato.ac.nz/ 카테고리 교육 라이선스 크리에이티브 커먼즈 저작자 표시 라이선스(재사용 허용)     1,359 total views, 1 views today

1,359 total views, 1 views today

Data Mining with Weka (5.1: The data mining process)

게시일: 2013. 10. 6. Data Mining with Weka: online course from the University of Waikato Class 5 – Lesson 1: The data mining process http://weka.waikato.ac.nz/ Slides (PDF): http://goo.gl/5DW24X https://twitter.com/WekaMOOC http://wekamooc.blogspot.co.nz/ Department of Computer Science University of Waikato New Zealand http://cs.waikato.ac.nz/ 카테고리 교육 라이선스 크리에이티브 커먼즈 저작자 표시 라이선스(재사용 허용)   Material(link) Data Mining Process  Ask… Read More »

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Data Mining with Weka (4.6: Ensemble learning)

게시일: 2013. 9. 29. Data Mining with Weka: online course from the University of Waikato Class 4 – Lesson 6: Ensemble learning http://weka.waikato.ac.nz/ Slides (PDF): http://goo.gl/augc8F https://twitter.com/WekaMOOC http://wekamooc.blogspot.co.nz/ Department of Computer Science University of Waikato New Zealand http://cs.waikato.ac.nz/ 카테고리 교육 라이선스 크리에이티브 커먼즈 저작자 표시 라이선스(재사용 허용)  Ensemble learning: Committee structure: build different “experts,” let… Read More »

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