Download DTREG 3.0

Tops and Ratings

DTREG Description:

DTREG is Demo program for Windows developed by Phillip H. Sherrod

DTREG is a powerful statistical analysis program that generates classification and regression decision trees that model statistics and can be used to predict values.

DTREG is a robust application that is installed effortlessly on any Windows arrangement. DTREG reads Comma Separated Value (CSV) statistics files that are effortlessly created from almost any statistics inception. Once you form your statistics dossier, impartial feed it into DTREG, and let DTREG do all of the work of creating a decision tree and pruning it to the optimal bigness. Even complex analyses can be situate up in minutes.

DTREG can raise Classification Trees where the object variable being predicted is categorical and Regression Trees where the object variable is continuous like income or sales volume.

By barely checking a button, you can govern DTREG to raise a prototypical 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 decide the optimal tree bigness. This procedure avoids the question of "overfitting" where the generated tree fits the training statistics rich but does not furnish accurate predictions of unusual statistics.

DTREG uses a refined technique involving "surrogate splitters" to haft cases with missing values. This allows cases with some available values and some missing values to be utilized to the maximum extent when construction the model. It also enables DTREG to predict the values of cases that take missing values.

DTREG can display the generated decision tree on the screen, inscribe it to a .jpg or .png disk dossier or stamp it. When printed, DTREG uses a refined technique representing pagenating trees that erase multiple pages.

Search similar software using these keywords:

Curve fitting, Regression, Modeling, Surface fitting, Nonlinear regression, Predictive modeling, Data mining, Treeboost, 

Other software by Phillip H. Sherrod

NLREG - NLREG performs nonlinear regression and curve fitting. NLREG fits a mathematical charge whose form you specify to a place of information values. Virtually any kind of charge can be fitted.