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28 In this chapter, we commented that given an unbiased hypothesis space (the power set of the instances), the learner would find that each unobserved instance would match exactly half the current members of the version space, regardless of which training examples had been observed Prove this In particular, prove that for any instance space X, any set of training examples D, and any instance x E X not present will in D, that if H is the power set of X, then exactly half the hypotheses in V S H , D classify x as positive and half will classify it as negative 29 Consider a learning problem where each instance is described by a conjunction of n boolean attributes a1 a, Thus, a typical instance would be

in legacy applications, you should decide which style works best for you and stick with it throughout your installation

Now you know how to make the alert pop up, but how can you get it to appear right as the page is opened You can do this by making sure the script is called before the body section of the Web page is loaded By placing the script tags inside the <head> and </head> tags of the document, as shown next, you ensure that it will be executed before the rest of the page is loaded:

A (a, = T)

This line calls the external JavaScript file <head> <title>Functions Alert!</title> <script type="text/javascript" src="js_alertjs"></script> </head> <body> HTML code here The HTML for the page would be here </body>

.

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Save the HTML file as js_alerthtml and view it in your Web browser As you can see, this would certainly be an easy way to show an alert when the page opens However, because you are learning about functions, you will take another approach

Now consider a hypothesis space H in which each hypothesis is a disjunction of constraints over these attributes For example, a typical hypothesis would be

The following code uses a function in your external JavaScript file to pop up an alert box In your js_alertjs file, change the code to the following:

function show_message() { The windowalert() command windowalert("This is an alert!"); is used in the function } show_message(); The function is called and executes, causing the alert to pop up

The ARCnet network type actually comprises a variety of physical wiring topologies that share a common signaling protocol ARCnet protocol is implemented as a token-passing RF bus that combines some of the features of other network methods, although it was independently developed by Datapoint Corporation in the mid 1970s ARCnet can be implemented on coaxial cable, twisted-pair cable, fiber-optic cable, or a combination of the three The defining factor is the particular type of network adapter cards (NICs) you choose ARCnet operates at 25 Mbps, although a newer ARCnetPlus at 20 Mbps has been introduced There are also proprietary implementations at 100 Mbps The method of protocol operation is similar to Token-Ring, but without a physical ring All stations are connected to a common bus When any station transmits, it is simultaneously (more or less) received by all other stations A token is passed to each station, in a logical sequence, and a station must have the token to transmit When a transmission is made, the receiving station makes an acknowledgment reply The topology of ARCnet can be a star, a bus, or a daisy-chain bus The star topology may be used with coax, fiber, or twisted pair The center of the star is either a passive hub or an active hub A passive hub simply combines all signal inputs (so they may be shared), and provides impedance matching (to minimize reflections) Some of the signal is lost in this process, depending on the number of hub connections, so passive hubs are limited to a small number of ports Active hubs amplify each incoming signal and distribute it to the other ports Passive hubs are used with coax cable Active hubs come in varieties for coax, twisted pair, or fiber An example of an ARCnet star network is shown in Fig B9 The ARCnet coaxial bus topology is shown in Fig B10 It is quite similar in structure to Ethernet thinnet, using coax cables with BNC-Ts and terminators However, because it does not provide for any active signal amplification, it is generally limited to about eight stations Several types of coax cable may be used for ARCnet, depending on the particular NICs you are using ARCnet may be used with RG-62/U coax at distances up to 2000 ft, which might be useful as a method to upgrade from IBM 3270 terminals to PC networking without extensive rewiring ARCnet is also used with 75-ohm RG-59/U and the larger RG-11/U coax A table of cabling alternatives and some of their properties is shown in Table B1.

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