DTREG Generates Decision Trees
DTREG 3.0 is a robust application that is installed easily on any Windows system. DTREG [dtreg3.0.exe] 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 - 1.9MB, and let DTREG 3.0 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.
What is new in official DTREG 3.0 software version? - Addition of Decision Tree Forests. What is expected in the future? Newly-made DTREG 3.1 be downloaded from current page, we also looking forward to unconfirmed 3.2 release build. You may download DTREGsetup.exe directly, estimated download time by ISDN or CDMA [~128 kbit/s] is 0:01:48. Just write the reviews of the DTREG. System requirements are Windows 9x system with at least 256 MB of RAM and 5 MB of disk space. Program has been scanned and verified by the several antivirus and anti-spyware applications and DTREG found to be clean. No guide or DTREG tutorial available. The following languages are supported by DTREG: English.