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Generating text according to some statistical model can be a mildly amusing experiment, and it also gives some insights into the model itself. The basic goal in compression is to remove redundancy, so the output of a good model/coder is typically rather random. We want to reverse the process, sending random data to a specific model to generate text. As Bell, Cleary, and Witten [8] remark, the output of this reverse process is a rough indication of how well the model captured information about the original source. Single-letter frequencies from a 133,000-character sample of English appear in Table 4.1. Text generated according to these probabilities is not likely to be mistaken for lucid prose, as the model knows very little about the structure of English. Higher-order models may do better, where the necessary statistics are gathered from a sample of "typical" text.As an example, models were built from Kate Chopin's The Awakening. 1 An order-1 model produced the following text when given random input: teres runs l ie t there Mentored t fff bandit's alder ke Shintiyan "Alesunghed thaf y, He," ongthagn buid co. fouterokiste singr. fod, Moving to higher-order models will capture more of the structure of the source. An order-3 model, given the same random data, produced: assione mult-walking, hous the bodes, to site scoverselestillier from the for might. The eart bruthould Celeter, ange bourse, of him. They was made height opened the of her tunear bathe mid notion habited. Mrs. She fun andled sumed a vel even stremoiself the was the looke hang! Choose your favorite software tool and write a program that builds an order (k > 0) model from a given source, and then uses that model to generate characters from random input.2
The role of a desktop support professional, and the importance of professionalism in the workplace. The importance of desktop support professionals to the business environment
Write code to "de-vowel" an input string. Assume that the user provides input containing only the characters a through z (and all lowercase). Your code should create an output string that deletes all vowels from the input string, pushing the lette..
How does windows and Macintosh breakthroughs influenced the way operating systems manages, enhance and impact applications and resources?
Suppose that you are writing a stored procedure to record a customer's purchase. Assume that the customer's data are new. How will you declare the boundaries of the transaction? What isolation level will you use?
Do you believe that managers in a business firm are dependent upon the trust, commitment, and effort of others within the firm?
Consider that packets arrive at an internet router from 3 different other routers, each with Poisson arrivals with l = 4 per second. The packets are all transmitted on the same transmission line
which OS is not designed for smartphones and PDAs?1. Which OS is not designed for smartphones and PDAs?
Consider the following: Advancements in computer design are outpacing the life of the computer and its components. Within a matter of a few years, a computer is obsolete and ready to be replaced, leaving its owner with questions on how to properly..
Write a Select statement that determines whether the PaymentDate column of The Invoices table has any invalid values.
Address LEGAL issues that must be considered for the site, both now and in the future.
Suppose that you are a systems analyst on a project that involves modifying the sales order process. How many do you need to sample if you want 95 percent certainty that you have covered all variations?
This number should depend on network size and the default setting. However, we suggest as an exercise a careful examination of its impact on network behavior. Note that larger neighborhood range numbers visibly slow the learning process.
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