Feature Selection with R Party Package

✓ Compatible with desktop and web

 

Description

This Spotfire template uses the TERR Party package to perform feature selection on well header and production data. The method uses the Random Forest model to select features highly related with EUR groups. The measure for quantifying variable importance is the mean decrease.

Features

  • TERR data function to calculate variable importance
  • Visualizations for the importance scores

Installation

A template is an analysis file created in TIBCO Spotfire. The intended use is to replace the data and utilize the configured visualizations and calculations.

  1. Download the template to your personal machine. Login into your own Spotfire server and open the downloaded file.
  2. Review the tables shown on the data load page. These are the tables you'll replace.
  3. Replace the data with another Excel sheet or connect the template directly to your database or platform.
  4. Customize with your own data. You are free to embed and incorporate your template into other projects.
  5. All done!

Spotfire Templates are provided as is and do not require licenses.

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Download Details

Feature Selection with R Party Package

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Product Details
Release date: March 7, 2018
Last updated: March 7, 2018
Current version: 1.0
Software application type: Spotfire Template
File format: .dxp
File size: 687 KB
Requirements: TIBCO Spotfire 7.10+

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