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Cluster Analysis

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

Overview

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

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See How Cluster Analysis Works

  • Build cluster models on any standard or custom object. Group your data into any number of clusters using K-Means and K-Medoids ML algorithms. Mixed data types, long text area fields, and SOQL queries are supported.

  • Find similar records and predict field values for any record based on cluster models and K-Nearest Neighbors ML algorithm

  • Visualize the data and clustering results on a 2D graph using the dimensionality reduction technique Browse clustering results in a list view, report or populate cluster numbers into the source records

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

Categories

Business Needs
Analytics
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

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