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Class locality Class Type Structural Mandatory & Optional Attributes I searchGuide seeAlso st street moveTreeState cn garbageCollPeriod info legacyExchangeDN showInAddressBook telephoneNumber textEncodedORAddress userCert userCertificate userSMIMECertificate meetingName meetingAdvertiseScope meetingApplication meetingBandwidth meetingBlob meetingContactInfo meetingDescription meetingEndTime meetingID meetingIP meetingIsEncrypted meetingKeyword meetingLanguage meetingLocation meetingMaxParticipants meetingOriginator meetingOwner meetingProtocol meetingRating meetingRecurrence meetingScope meetingStartTime meetingType meetingURL

The httpdconf file does not actually have any section delimiter But it will help you understand the configuration file better if you think of it as shown in Figure 3-1

has become a vital step in many areas such as machine learning, pattern recognition, and signal processing due to their inability to handle high-dimensional descriptions of input features Additionally feature selection can provide a better understanding of the underlying concepts within data It is estimated that every 20 months or so the amount of information in the world doubles, similarly applications for dealing with this vast amount of information must develop Part of the solution to this must be drastic and ef cient dimensionality reduction techniques The extent of reduction needs to be severe to allow more detailed analysis of the data to take place by future processes Although less of an issue for dimensionality reduction which usually takes place off-line, ef ciency is still an important consideration.

Virtual Host Configuration Directives /etc/vhost (directory)

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Mandatory & Optional Attributes addressBookRoots globalAddressList templateRoots mSMQComputerType mSMQComputerTypeEx mSMQDependentClientServices mSMQDsServices mSMQEncryptKey mSMQForeign mSMQInRoutingServers mSMQJournalQuota mSMQOSType mSMQOutRoutingServers mSMQOwnerID mSMQQuota mSMQRoutingServices mSMQServiceType mSMQSignKey mSMQSites mSMQCSPName mSMQInterval1 mSMQInterval2 mSMQLongLived mSMQNameStyle mSMQVersion mSMQDigests mSMQDigestsMig mSMQSignCertificates mSMQSignCertificatesMig mSMQUserSid objectSid mSMQAuthenticate mSMQBasePriority mSMQJournal mSMQLabel mSMQLabelEx mSMQOwnerID mSMQPrivacyLevel mSMQQueueJournalQuota mSMQQueueNameExt mSMQQueueQuota mSMQQueueType mSMQTransactional

The left side of the figure shows how the default httpdconf can be visualized in your mind There are configuration directives that create the global server environment that applies to everything; there are configuration options that apply to the main (default) Web site Apache servers, and there are configuration directives that only apply to optional virtual hosts Because Apache uses a single configuration file, a site with lots of virtual hosts will have a very large file and management of the configuration becomes very cumbersome This is why I also show another way to break down the httpdconf file But I discuss this approach (evident in the right side of the above figure) in 6 As I said before, here we are focused on getting up and running

As one of the main goals of reduction is to enable further, more complex data processing that would otherwise be intractable, the reduction methods must not themselves be subject to the curse of dimensionality if possible Dimensionality reduction may be split into the two disjoint areas: transformation-based and selection-based reduction Transformation-based approaches reduce dimensional data (which may exhibit linear or nonlinear relationships) by irreversibly transforming the data points, and as a result they destroy the original dataset semantics Feature selection seeks to retain this information by selecting attributes as opposed to transforming them This aspect is particularly useful when feature selection precedes other processes that require the original feature meanings to be intact, for example, rule induction where rules may need to be human-readable Two general methods for this, lter and wrapper approaches, were shown and examples given.

Whenever I refer to %directive%, I am referring to the value of the directive set in the configuration file For example, if a directive called ServerAdmin is set to kabir@domaincom, then a reference to %ServerAdmin% means kabir@ domaincom So, if I tell you to change %ServerAdmin%, I am asking you to change the e-mail address in question

The directives discussed in this section create the global environment for the Apache Server The directives are discussed in the same order in which they appear in the httpdconf file The very first directive is ServerRoot, which appears as follows:

Table F-1 (continued)

This chapter proposed an area for research based on an alternative generation procedure, namely simulated annealing-based FS Hill-climbing techniques often fail to nd minimal feature subsets as they can be misled by initially promising features Later on in the search, these features turn out to require the presence of many other less informative attributes, leading to oversized nal subsets By way of stochastic techniques, this problem may be countered to allow a degree of randomness in the search..

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