RAI Classification for Pipeline Flooding Risk

✓ Compatible with desktop and web

 

Description

This Spotfire template performs classification over spatial and temporal data. Pipelines that have measures over different locations across time can be used as input into the classification model. The objective is to predict the risk of flooding based on the measurements.

 

We use the Random Forest model to implement for its capability to deal with different data types and scales.

Features

  • Render spatial and temporal data visualizations of flooding risk.
  • Generate model outputs; including variable importance, ROC curves, and predictions.
  • Create a dashboard to visualize and review the results of the modeling.

Data

The following data tables are required for the use of this template:

  • Pipeline (identifier, id, category, checkedID, DESCRIPTION, Areaid, lengtharea, logitude, latitude, elevation, facilityarea, EQUIPMENTI, areaelevation, far_from_access, XMin, XMax, YMin, YMax, XCenter, YCenter, Random, riskofflooding, daily_vector1, Yr, Month, Flood)
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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RAI Classification for Pipeline Flooding Risk

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Product Details
Release date: October 17, 2017
Last updated: October 17, 2017
Current version: 1.0
Software application type: Spotfire Template
File format: .dxp
File size: 1MB
Requirements: TIBCO Spotfire 7.9+

Copyright 2017

Ruths.ai