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Details of each classi cation system are given with several comparative studies carried out that investigate RSAR s utility Additionally a brief introduction to other applications that use a crisp rough set approach is provided for the interested reader 7: Rough and Fuzzy Hybridization There has been great interest in developing methodologies that are capable of dealing with imprecision and uncertainty The large amount of research currently being carried out in fuzzy and rough sets is representative of this Many deep relationships have been established, and recent studies have concluded at the complementary nature of the two methodologies Therefore it is desirable to extend and hybridize the underlying concepts to deal with additional aspects of data imperfection Such developments offer a high degree of exibility and provide robust solutions and advanced tools for data analysis.

You can also add other options as necessary 2 You can compile and install Apache using make && make install command After you have a DSO support-enabled Apache server, you can do the following to create a DSO module for PHP: 1 From the PHP source distribution directory run the following command as root:

Here the --with-mysql option is set to /usr because MySQL RPM packages install the include files in /usr/include/mysql directory If your system has MySQL includes in a different location, you should use a different directory name You can find out where MySQL includes are kept by using the locate mysqlh command, which is available on most Unix systems with the locate database feature 2 Now run make && make install to compile and install the DSO version of PHP module for Apache 3 Run the /usr/local/apache/bin/apachectl restart command to restart (or start) Apache

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In order to run Sysprep on the master computer, simply access the command prompt, type cd sysprep, and press Enter. Then type sysprep and press enter. This action opens the Sysprep folder and then begins the Sysprep utility. There are some command-line options you can learn about by typing sysprep / and pressing Enter. Follow additional instructions that may appear. Once Sysprep has run, you can then use a third-party drive imaging software to duplicate the disk.

After you have installed the mod_php module for Apache and configured phpini as discussed earlier, you are ready to configure Apache for PHP as follows: 1 If you have compiled and installed PHP as a DSO module for Apache, add the following line to httpdconf file:

A general survey of this research is presented in the chapter, with a focus on applications of the theory to disparate domains 8: Fuzzy-Rough Feature Selection In this chapter the theoretical developments behind this new feature selection method are presented together with a proof of generalization This novel approach uses fuzzyrough sets to handle many of the problems facing feature selectors outlined previously A complexity analysis of the main selection algorithm is given The operation of the approach and its bene ts are shown through the use of two simple examples To evaluate this new fuzzy-rough measure of feature signi cance, comparative investigations are carried out with the current leading signi cance measures 9: New Developments of FRFS Fuzzy-rough set-based feature selection has been shown to be highly useful at reducing data dimensionality, but possesses several problems that render it ineffective for datasets possessing tens of thousands of features.

This tells Apache that any file with php extension must be treated as PHP scripts and should be processed using PHP input and output filters

There is no reason to use a different extension for PHP scripts For example, you can set the above AddType directive to AddType application/x-httpd-php html and have all your HTML pages treated as PHP script I don t recommend using the html extension because chances are that many of your HTML pages are not PHP scripts and you simply do not want to slow down your Web server by having it parse each page for PHP scripts

Summary

This chapter presents three new approaches to fuzzy-rough feature selection (FRFS) based on.

3 Save the httpdconf file and restart the Apache Web server as usual Now you are ready to create PHP scripts for your Web site You can create PHP scripts and store them anywhere in your Web site s document tree and Apache will automatically process them as PHP scripts

The PHP configuration file is called phpini, and it is stored in the /usr/local/lib directory When a PHP module is loaded it reads the phpini file The module looks for phpini in the current working directory, the path designated by the environmental variable PHPRC, and in /usr/local/lib

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