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For many application problems, it is often necessary to maintain a concise form of the information system. One way to implement this is to search for a minimal representation of the original dataset. For this, the concept of a reduct is introduced and de ned as a minimal subset R of the initial attribute set C such that for a given set of attributes D, R (D) = C (D). From the literature, R is a minimal subset if R {a} (D) = R (D) for all a R. This means that no attributes can be removed from the subset without affecting the dependency degree. Hence a minimal subset by this de nition may not be the global minimum (a reduct of smallest cardinality). A given dataset may have many reduct sets, and the collection of all reducts is denoted by Rall = {X|X C, X (D) = C (D); X {a} (D) = X (D), a X} (2.18)

What is the difference between the GET and the POST requests The POSTed data does not get stored in the QUERY_STRING environment variable of a CGI program Instead, it is stored in the standard input (STDIN) of the CGI program The REQUEST_METHOD variable is set to POST, while the encoded data is stored in the STDIN of the CGI program, and a new environment variable called CONTENT_LENGTH is set to the number of bytes stored in the STDIN The CGI program must now check the value of the REQUEST_METHOD environment variable If it is set to POST for HTTP POST requests, the program should first determine the size of input data from the value of the CONTENT_LENGTH environment variable and then read the data from the STDIN Note that the Web server is not responsible for inserting an End-of-File (EOF) marker in the STDIN, which is why the CONTENT_LENGTH variable is set to the length of data, in bytes, making it easier for the CGI program to determine the data s total byte count It is possible to use GET and POST at the same time Here is a sample HTML form that officially uses the POST method, but also sneaks in a query string, username=joe, as part of the CGI ACTION

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So, now that you understand the basic purpose of the MMC and the snap-ins you might ask, Why Why did Microsoft integrate the MMC with Windows 2000 so heavily The answer lies in an attempt by Microsoft to reduce administrative overhead, learning, and general aggravation. In Windows NT Server 4.0, for example, each administrative tool had its own GUI interface with its own menus and commands. The DHCP interface looked a lot different than the WINS interface, which looked a lot different from the Disk Administrator interface, which ... you get the picture. Learning a different interface for each administrative tool made administration more difficult than necessary. With the MMC, all administrative tools look exactly the same and have the same menus and basic functionality. This feature makes the administrative learning curve much easier to master. Another great benefit of the MMC is that you can build your own custom consoles that contain the tools you most commonly use. For example, let s say you are the primary DHCP administrator for a domain, but there are several DHCP servers. You can create a custom MMC console that connects to all DHCP servers and displays them in one

<FORM ACTION= /cgi-bin/editcgi username=joe METHOD=POST> <INPUT TYPE=TEXT NAME= PhoneNumber > </FORM>

The intersection of all the sets in Rall is called the core, the elements of which are those attributes that cannot be eliminated without introducing more contradictions to the representation of the dataset. For many tasks (e.g., feature selection [67]), a reduct of minimal cardinality is ideally searched for. That is, an attempt is to be made to locate a single element of the reduct set Rmin Rall : Rmin = {X|X Rall , Y Rall , |X| |Y |} (2.19)

In this sample, the username=joe query would be part of the URL, but the other field (PhoneNumber) would be part of the POST data The effect: The end-user can bookmark the URL and always run the editcgi script as joe without setting values for any of the other fields This is great for online database applications and search engines Whether you use GET, or POST, or both, the data is encoded and it is up to the CGI program to decode it The following section discusses what is involved in decoding the encoded data

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