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WinClean is a smart and safe tool that boosts your computer. It provide registry cleaner,disk cleaner, autostart manager and more. Winclean will help you keep your computer in shape.
WinClean Provides file cleanup(include cookies, History, index.dat etc.), Registry scan, Auto start control and Shortcut check.
It is recommended to regularly use it to keep your Windows clean and tidy. To meet the needs of ordinary windows users, Winclean provides detailed information in various dialog boxes to give its users a full confidence and understanding of its functionality.
To be on the safe side WinClean is equipped with a special safety net that enables to revert changes made to thecomputer's OS. The safety net features include: Master auto start revert: any feature that was disabled from the auto start can be re-enabled. Registry Integrity: any key that was deleted can be restored.

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.

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The Problem
Have you noticed that the longer you have your computer, the slower it runs and the more it crashes? Often this phenomenon is caused by problems in the registry that accrue over time. Installing and uninstalling programs leave behind fragments - stray files, orphaned startup tasks, corrupted drivers. Over time the registry starts to get bogged down and conflicts emerge. Left unchecked, your system will become increasingly unstable, run more slowly and crash more frequently.

The Solution
RegistryBooster 2, Uniblue's award-winning registry cleaner, is the easy answer to registry problems. It conducts deep scans of your registry to check for errors and conflicts, then repairs and optimizes the registry to peak performance and stability. Periodic scans will keep your registry "clean" and will greatly enhance your system?s performance and stability. You?ll see immediate increases in speed and decreases in system conflicts.

RamCleaner makes it easier than ever before to free up unused RAM, prevent crashes and increase performance. Are you tired of crashes, slow applications that run out of resources every 5 minutes? While using your PC, the executed programs and the used files are taking part of your RAM memory, progressively slowing down your equipment. RamCleaner can recover the leaked memory to make your system work as fast as it was at the beginning. RamCleaner will help you get the most out of your computer without being a Windows expert.
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Here's what RamCleaner will do for you:
<BR>* Increase The Speed of Your Computer
<BR>* Make Your RAM More Efficient
<BR>* Recover 100% of memory leaks
<BR>* Reduce Windows and Application Crashes
<BR>* Helps Stop Internet Explorer Freezing and Crashing
<BR>* Control running applications for better performance
<BR>* See exactly how much memory you have at all times