RAI Hierarchical Clustering for Pipelines

✓ Compatible with desktop and web

 

Description

How do I evaluate pipeline flood risk? How do I do an evaluation without knowing the target? This Spotfire template creates a workflow to cluster pieces of an oil pipeline and characterize each group based on different parameters.

Unsupervised Learning

Unsupervised learning is a type of machine learning used to draw inferences from a dataset. In unsupervised learning, the data set does not contain target attribute information. The goal is to form conclusions about what the data has in common.

Hierarchical Clustering

Hierarchical clustering is an unsupervised learning method that creates groupings or clusters of data based on similarity. Spotfire creates clusters from rows and/or columns in the data table. Clusters are presented on a heat map with a dendrogram. You may change the number of clusters by moving the pruning line. Apply the cluster ID column on other visualizations to further explore the data. Ultimately, you want to characterize the behavior of the data and discover which key parameters differentiate the clusters.

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.

Leave a Reply

Your email address will not be published. Required fields are marked *

Download Details

RAI Hierarchical Clustering for Pipelines

7 sales

Cart

  • Your cart is empty.
Product Details
Release date: October 25, 2017
Last updated: October 23, 2017
Current version: 1.0
Software application type: Spotfire Template
File format: .dxp, .zip
File size: 3051kb
Requirements: TIBCO Spotfire 7.9+

Copyright 2019

Ruths.ai