De User: Simon Fischer

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Name: Simon Fischer

Joined: Tuesday 03 November 2009 @ 16:22:45 (GMT)

Last seen: Wednesday 28 March 2012 @ 13:41:11 (GMT)

Email (public): Not specified

Website: http://rapid-i.com

Location: Dortmund, Germany

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Interests:

Data Mining, J2EE

Field/Industry: IT

Occupation/Role(s): Not specified

Organisation(s):

e-LICO (http://www.e-lico.eu)
Rapid-I (http://rapid-i.com)

 

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Original Uploader

Workflow RCOMM 2011 Challenge 3: RapidDraw (v1)

Created: 02/11/11 @ 17:47:11

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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This is a solution for Challenge 3 of the a live data mining process design competition "Who Wants to be a Data Miner" held at RCOMM 2011 in Dublin. The task was to generate a dataset that looks like a spiral when viewed in an appropriate plotter. This process opens a file with three initial data points and subsequently adds more points to the data set in a loop, using macros to extract data values of the predecessors and a "Generate Attributes" operator to add new data points. To view the...

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Viewed: 43 times | Downloaded: 6 times

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Workflow RCOMM 2011 Challenge 2: Vodka or President? (v1)

Created: 02/11/11 @ 17:44:45

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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This is a solution for Challenge 2 of the a live data mining process design competition "Who Wants to be a Data Miner" held at RCOMM 2011 in Dublin. Those of you who loved "You Don't Know Jack" will remember this task: To tell whether a certain word is the name of a vodka or the name of a leader of the Soviet Union. The RapidMiner process was allowed to download data from Wikipedia to make this decision. One input file contains a list of words for which two attributes "Vodka" or "Leader" wi...

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Viewed: 44 times | Downloaded: 15 times

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Workflow RCOMM 2011 Challenge 1: Hobbit Genealogy (v1)

Created: 02/11/11 @ 17:43:08 | Last updated: 02/11/11 @ 17:44:17

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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This is a solution for Challenge 1 of the a live data mining process design competition "Who Wants to be a Data Miner" held at RCOMM 2011 in Dublin. As you certainly know, Balbo Baggins is the common ancestor of Balbo and Frodo Baggins. The file opened by the operator "Open Ancestor" contains a table with details about parentship in the Baggins family (insert a breakpoint after read CSV). Each example contains a parent and a child. Of course, the same parent can be contai...

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Viewed: 33 times | Downloaded: 11 times

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Workflow POSTing CSV file to RapidAnalytics Web service - scoring process (v1)

Created: 02/11/11 @ 14:55:43 | Last updated: 02/11/11 @ 14:55:44

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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This is the second demo process used in the RapidAnalytics video on creating Web services. This process is the actual scoring process and used the model generated by the first process. The first input must be a CSV blob in the repository. Once the process is exposed as a Web service in RapidAnalytics, this input will be replaced by the body of the HTTP POST request.

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Viewed: 50 times | Downloaded: 19 times

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Workflow POSTing CSV file to RapidAnalytics Web service - model creation (v1)

Created: 02/11/11 @ 14:52:12

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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This is the first demo used in the RapidAnalytics video on creating Web services. It downloads three data sets provided by data.gov.uk and generates a regression model and stores it as "RegressionTree" in the repository.

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Workflow RCOMM Challenge 3: Fibonacci Numbers (Intended simple solution) (v1)

Created: 17/09/10 @ 08:57:42 | Last updated: 17/09/10 @ 08:57:43

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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At the RComm 2010 (www.rcomm2010.org), an unusual competition was held. Titled "Who Wants to Be a Data Miner", three challenges were issued to the participants of the conference. In all challenges, participants had to design RapidMiner processes as quickly as possible. This is the original solution I had in mind for Challenge 2: "Fibonacci Numbers". It defines a macro n, recurses by applying itself using an "Embed Process" operator on n-1 and n-2, appends the results (so the length is F(n-1)...

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Viewed: 48 times | Downloaded: 21 times

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Workflow RCOMM Challenge 3: Fibonacci Numbers (Improved live solution) (v1)

Created: 17/09/10 @ 08:56:32 | Last updated: 17/09/10 @ 08:56:33

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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At the RComm 2010 (www.rcomm2010.org), an unusual competition was held. Titled "Who Wants to Be a Data Miner", three challenges were issued to the participants of the conference. In all challenges, participants had to design RapidMiner processes as quickly as possible. This is the winning process of Challenge 2: "Fibonacci Numbers" by Matko BoĆĄnjak. This was the task: The n-th Fibonacci number is F(n)=F(n-1)+F(n-2), and F(0)=0, F(1)=1. Create a process that creates an example set with F(n) ...

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Viewed: 63 times | Downloaded: 34 times

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Original Uploader

Workflow RCOMM Challenge 2: Broken Iris (v1)

Created: 17/09/10 @ 08:55:16

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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At the RComm 2010 (www.rcomm2010.org), an unusual competition was held. Titled "Who Wants to Be a Data Miner", three challenges were issued to the participants of the conference. In all challenges, participants had to design RapidMiner processes as quickly as possible. This is the winning process of Challenge 2: "Broken Iris" by Nico Piatkowski. This was the task: You are given a decision tree model (M) designed on the well-known Iris data set and unlabelled data (U) on which the model is t...

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Viewed: 75 times | Downloaded: 18 times

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Workflow RCOMM Challenge 2: Broken Iris (Preparation) (v1)

Created: 17/09/10 @ 08:54:14

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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This workflow creates the input for the RCOMM 2010 Challenge 2. The solution and description are in workflow "RCOMM Challenge 2: Broken Iris"

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Workflow RCOMM Challenge 1: 99 bottles of beer (v1)

Created: 17/09/10 @ 08:51:42

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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At the RComm 2010 (www.rcomm2010.org), an unusual competition was held. Titled "Who Wants to Be a Data Miner", three challenges were issued to the participants of the conference. In all challenges, participants had to design RapidMiner processes as quickly as possible. This is the winning process of Challenge 1: "99 bottles of beer" by Sebastian Land. This was the task: Design a process that produces an example set the rows of which form the lyrics of the well-known song "99 bottles of beer...

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Viewed: 112 times | Downloaded: 41 times

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Workflow Cross tabulation via aggregation and pivoting (v1)

Created: 25/08/10 @ 09:17:19 | Last updated: 25/08/10 @ 09:18:13

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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Creates a contingency table using the Aggregate and Pivot operators.

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Viewed: 52 times | Downloaded: 44 times

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Workflow Optimizing Discretization (v1)

Created: 18/06/10 @ 08:04:32 | Last updated: 18/06/10 @ 08:04:33

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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This process generates a decision tree on the Iris data set. Before the decision tree is generated, the input attributes are discretised so we only work on nominal attributes. We use a combination of "Select Subprocess" and "Optimize Parameters" to select the best out of five different discretizazion methods independently for each of the attributes. The process shows, that the resulting accuracy heavily depends on the choice of the method. It varies between 64% and 94%.

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Viewed: 128 times | Downloaded: 79 times

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Workflow Transaction Analysis Demo from RM 5 Intro Day (v1)

Created: 30/04/10 @ 08:19:39 | Last updated: 05/05/10 @ 09:58:51

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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This is the demo process presented at the RapidMiner 5 Intro Day. It combines customer segmentation with direct mailing. It loads some transaction data, aggregates and pivotes the data so it can be used by a clustering to perform a customer segmentation. Then, additional data is joined with the clustered data. First, response/no-response data is joined, and them some additional information about the users is added. Finally, customers are classified into response/no-response classes. The dat...

Rating: 0.0 / 5 (0 ratings) | Versions: 1 | Reviews: 0 | Comments: 1 | Citations: 0

Viewed: 337 times | Downloaded: 178 times

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Workflow Stacking (v1)

Created: 29/04/10 @ 16:53:35

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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RapidMiner supports Meta Learning by embedding one or several basic learners as children into a parent meta learning operator. Here, we use a three base learners inside the stacking operator: decision tree induction, linear regression, and a nearest neighbours classifier. Finally, a Naive Bayes learner is used as a stacking learner which uses the predictions of the preceeding three learners to make a combined prediction.

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Viewed: 190 times | Downloaded: 81 times

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Workflow Crossvalidation with SVM (v1)

Created: 29/04/10 @ 16:42:49

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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Performs a crossvalidation on a given data set with nominal label, using a Support Vector Machine as a learning algorithm. Inside the cross validation, the first subprocess generates an SVM model, and the second subprocess evaluates it. applying it on a so-far unused subset of the data and counting the misclassifications.

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Viewed: 250 times | Downloaded: 109 times

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Workflow Image Mining with RapidMiner (v1)

Created: 28/04/10 @ 11:00:37 | Last updated: 16/01/12 @ 14:16:23

License: Creative Commons Attribution-No Derivative Works 3.0 Unported License

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This is an image mining process using the image mining Web service provided by NHRF within e-Lico. It first uploads a set of images found in a directory, then preprocesses the images and visualizes the result. Furthermore, references to the uploaded images are stored in the local RapidMiner repository so they can later be used for further processing without uploading images a second time.

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Viewed: 845 times | Downloaded: 386 times

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