We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
    How an Online MBA in Marketing Connects AI and Data Analytics
    11 Min Read
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Automating Regression Models :KXEN
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Mining > Automating Regression Models :KXEN
Data Mining

Automating Regression Models :KXEN

Editor SDC
Editor SDC
3 Min Read
Automating Regression Models :KXEN
Photo by cnrdmroglu on Pexels (https://www.pexels.com/photo/hanging-ethernet-cables-15559037/)
SHARE

Note: I have used KXEN both for modeling internet leads in 2008 as well as for consumer finance propensity models in 2006. These are my personal views.

An extremely useful software — and, to my surprise, very much under-used in industry — is KXEN. It can be used for building regression models and time series models, as well clustering models. I have used it primarily for regression models and clustering, though. What KXEN does is it uses all the rules that modelers make for adding, dropping, and manipulating variables and automates them. It then produces the exported model code into PMML, SAS, SPSS and even SQL code for direct model execution. The validity of the model is tested by the modeler using a nice variety of graphs. The software uses a properietary algorithm called SRM.

The latest version is version 5 and it is available here http://www.kxen.com/index.php?option=com_content&task=view&id=61&Itemid=166

More Read

Mobile Advertising, Clustering Algorithms, and Your Ticket for a Free Ride
Mobile Advertising, Clustering Algorithms, and Your Ticket for a Free Ride
The Life Saved By a Database May Be Your Own! Dot-Connecting Is Serious Business
Data Mining Soft Skills
The Data Analytics of Hurricane Irene
Comparing baseball pitcher styles with lattice graphics

It is one of the best automated modelings I have used and been trained in, so if you are interested, you can try an evaluation version here. The support team is excellent, and so are the sales chaps (they neither oversell the product nor undermine the competition). It can cut down on both modeling time as well tarining time for learning the model. If combined with WPS or R to clean data in the initial stage, it is good solution for renting or buying especially for cost- savvy businesses.

The only caveat if at all is it needs data to be cleaned  for formatting and variable type issues before entering for modeling, but that can be easily done.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article’s core relationship is that restoring a refrigeration system does not establish trustwor
After the Cyberattack, Can You Trust the Machine?
Artificial Intelligence News
Flat editorial illustration: A technology-editorial comparison of disconnected origination, servicing, and collections records dr
The Data Reconciliation Problem Inside Disconnected Lending Systems
Big Data Exclusive Fintech
Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
How an Online MBA in Marketing Connects AI and Data Analytics
Analytics Artificial Intelligence Big Data Exclusive
Flat editorial illustration: The article connects commercial drone capture with integrated software workflows that organize and r
Drone Technology as a Business Investment: Calculating ROI, Costs, and Long-Term Value
Business Intelligence Marketing Software

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Who will manage Big Data?
AnalyticsBusiness IntelligenceCulture/LeadershipData MiningData WarehousingDecision ManagementInside CompaniesPolicy and Governance

Who will manage Big Data?

0 Min Read
Business Intelligence and Your Business: Ignorance Is Not Bliss
AnalyticsBig DataBusiness IntelligenceCollaborative DataData ManagementData MiningData VisualizationDecision ManagementITPredictive AnalyticsUnstructured Data

Business Intelligence and Your Business: Ignorance Is Not Bliss

4 Min Read
Top 5 Reasons “Data Geek” Jobs are on the Rise
Business IntelligenceCulture/LeadershipData MiningData QualityData Visualization

Top 5 Reasons “Data Geek” Jobs are on the Rise

5 Min Read
Modeling Visualization Macros
Data Mining

Modeling Visualization Macros

7 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?