DTREG 3.0



Publisher Description



DTREG is a powerful statistical analysis program that generates classification and regression decision trees that model data and can be used to predict values.
DTREG is a robust application that is installed easily on any Windows system. DTREG reads Comma Separated Value (CSV) data files that are easily created from almost any data source. Once you create your data file, just feed it into DTREG, and let DTREG do all of the work of creating a decision tree and pruning it to the optimal size. Even complex analyses can be set up in minutes.
DTREG can build Classification Trees where the target variable being predicted is categorical and Regression Trees where the target variable is continuous like income or sales volume.
By simply checking a button, you can direct DTREG to build a classic single-tree model, a TreeBoost model consisting of a series of trees or a Decision Tree Forest model.
DTREG uses V-fold cross-validation to determine the optimal tree size. This procedure avoids the problem of "overfitting" where the generated tree fits the training data well but does not provide accurate predictions of new data.
DTREG uses a sophisticated technique involving "surrogate splitters" to handle cases with missing values. This allows cases with some available values and some missing values to be utilized to the maximum extent when building the model. It also enables DTREG to predict the values of cases that have missing values.
DTREG can display the generated decision tree on the screen, write it to a .jpg or .png disk file or print it. When printed, DTREG uses a sophisticated technique for pagenating trees that cross multiple pages.


About DTREG

DTREG is a free trial software published in the Math & Scientific Tools list of programs, part of Business.

This Math & Scientific Tools program is available in English. It was last updated on 05 March, 2024. DTREG is compatible with the following operating systems: Windows.

The company that develops DTREG is Phillip H. Sherrod. The latest version released by its developer is 3.0. This version was rated by 16 users of our site and has an average rating of 3.6.

The download we have available for DTREG has a file size of 1.05 MB. Just click the green Download button above to start the downloading process. The program is listed on our website since 2004-08-10 and was downloaded 1,445 times. We have already checked if the download link is safe, however for your own protection we recommend that you scan the downloaded software with your antivirus. Your antivirus may detect the DTREG as malware if the download link is broken.

How to install DTREG on your Windows device:

  • Click on the Download button on our website. This will start the download from the website of the developer.
  • Once the DTREG is downloaded click on it to start the setup process (assuming you are on a desktop computer).
  • When the installation is finished you should be able to see and run the program.



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Users Rating:  
  3.6/5     16
Downloads: 1,445
Updated At: 2024-03-05
Publisher: Phillip H. Sherrod
Operating System: Windows
License Type: Free Trial