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Cluster Analysis

By Salesforce Labs

Group records, find similarities, and predict values using ML algorithms

Free  

Never requires payment

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Business Need
Analytics

Cluster Analysis app will group your data from any standard or custom object into clusters, find similar records, and predict field values using machine learning algorithms. It can be used for customer segmentation, classification, data mining, etc

  • Cluster Analysis clustering demo

  • News category prediction demo

Compatibility

Salesforce Editions
Professional
Enterprise
Unlimited
Developer
Additional Requirements
Internet Explorer browser is not supported

App Details

Version
Cluster Analysis/v2.3.1 2.3.1
Listed On
07/13/2020
Latest Release
01/09/2023
Supported Features
Native App
Built exclusively on the Salesforce Platform, ensuring reliability and performance.
No Limits
This product's apps, tabs, and objects don't count against your Salesforce org limits. Learn More in Help
Lightning Ready
Optimized for Salesforce orgs that use Lightning Ready.
Managed Package
This product is installed in your Salesforce org as a managed package and receives automatic upgrades.
Native App
No Limits
Lightning Ready
Managed Package
Package Contents
If this app is a managed package, the custom apps, tabs, and objects that it contains don't count against your Salesforce allocations. If this app is not a managed package, allocations apply. Learn More in Help
Custom Objects: 8
Custom Tabs: 2
Custom Apps: 2
Lightning Components
Global: 14
App Builder: 0
Community Builder: 0
Languages
English

Security

This solution is a Non-SFDC Application as defined in Salesforce’s Main Services Agreement. Notwithstanding these Security Requirements or any security review of a Partner Application, Salesforce makes no guarantees about the quality or security of this solution. You’re responsible for evaluating this solution’s quality, security, and functionality.
Last Reviewed Version
The most recent solution version that underwent the AppExchange Security Review. Undergoing the Security Review doesn't guarantee a solution’s security.
2.3.1
Last Reviewed Date
The most recent date that this solution underwent the AppExchange Security Review. Undergoing the Security Review doesn’t guarantee a solution’s security.
06/08/2020

Additional Details

New in v2.0: Predictions and find similarities are available Cluster analysis is a task of grouping similar objects into a number of groups called clusters. It is widely used in market research, medicine, biology, finance, computer science, and more. Cluster Analysis app will help you to classify your data from any standard or custom object, analyze groups and similarities, and recognize patterns. It uses unsupervised machine learning algorithms, such as K-Means and K-Medoids, to group the records into clusters. These algorithms don't require any training datasets. With the Cluster Analysis app you can find similar records and predict field values based on configured cluster models. Predictions and similar records and calculated using K-Nearest Neighbors ML algorithm and clustering results. Cluster Analysis app will also build an interactive visual map of your data using t-SNE dimensionality reduction technique. The results are stored in a managed custom object so you can easily build a report or export them to a csv file. Optionally cluster numbers can be populated into a source record's custom field. GitHub: https://github.com/SalesforceLabs/ClusterAnalysis

Need help?

Salesforce Labs

San Francisco, CA, USA

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