Operator ToolboxOperator Toolbox

This extension couples some useful additional Operators together.

This extension adds a bunch of new Operators to RapidMiner.They range from utility Operators to improve the flexibility and usability of the process design over additional outlier detection algorithm and additional performance criteria to advanced analysis methods like Local Interpretation or the SMOTE algorithm.

Currently the extension provides the following Operators:

  • Blending:

    • Group Into Collection

    • Collect and Persist

    • Generate Phonetic Encoding

    • Generate Levenshtein Distance

    • Weight of Evidence

    • Extract Statistics

    • Smote Upsampling (new in 0.6.0)

  • Data Generator:

    • Create ExampleSet

    • Generate Univariate Series (new in 0.6.0)

  • Outliers:

    • Tukey Test

  • Macros:

    • Extract Last Modifying Operator

    • Set Macros from ExampleSet

  • Parameters:

    • Get Parameters

    • Set Parameters from ExampleSet

  • Models:

    • Dictionary Based Sentiment

    • Apply Dictionary Based Sentiment

    • Get Decision Tree Path

    • Get Local Interpretation

  • Text Processing:

    • Filter Tokens using ExampleSet

    • Split Document into Collection

    • Stem Tokens using ExampleSet

  • Performance

    • Performance (AUPRC)

Version 0.6.0 (2017-10-19)

  • New Operator Smote Upsampling

  • New Operator Generate Univariate Series

    • Combine functionality of Generate Date Series (now deprecated) with generating a numerical series

  • Bugfix: Group Into Collection: Special roles are now correctly set

  • Enhancement: Generate ExampleSet: option to parse all data as NOMINAL

Version 0.5.0 (2017-08-21)

  • New Operator Extract Statistics

  • Work on Get Local Interpretation:

    • New inner performance port, if the performance of the inner model is calculated and connected to this port it is added to the corresponding Example

    • Bugfix that the Weight Threshold was not used.

Version 0.4.1 (2017-07-27)

  • Stem Tokens Using ExampleSet

  • Weight of Evidence

  • Split Document into Collection

  • Dictionary Based Sentiment

  • Apply Dictionary Based Sentiment

  • Performance (AUPRC)

  • Additional Changes:

    • improved documentation of Tukey Test

    • Bugfix Create ExampleSet and Get Local Interpretation

    • Additional OutputPort for Get Local Interpretation

Version 0.3.0 (2017-05-18)

  • Create ExampleSet

  • Set Parameters from ExampleSet

  • Set Macros from ExampleSet

  • Get Local Interpretation

  • Collect and Persist

Version 0.2.0 (2017-03-23)

  • Get Parameters

  • Get Decision Tree Path

  • Generate Date Series

Version 0.1.0 (2017-02-16)

  • Group Into Collection

  • Tukey Test

  • Generate Levenshtein Distance

  • Generate Phonetic Encoding

  • Get Last Modifying Operator


Product Details

Version 0.6.0
File size 171 kB
Downloads 4832 (26 Today)4832 downloads
Vendor RapidMiner Labs
Category Operators
Released 10/19/17
Last Update 10/19/17 4:36 PM
(Changes)
License AGPL
Product web site
Rating 0.0 stars(0)