Assume that you are trying to get an algorithm which is supposed to generate legit words....

Assume that you are trying to get an algorithm which is supposed to generate legit words. In default, any letter from the English alphabet is equally likely to occur right after any English letter (including itself). Now you introduce your name and lastname as separate samples to your algorithm. The algorithm will learn some information about legit words from these samples and accordingly, it will adjust the probabilities by an additive fixed value p. For example, if your name is EDA, then the algorithm adjust itself by setting the probability of having D right after E as p+1/28 similarly probability of having A right after D as p+ 1/28. Of course, in that case the probabilities of having other letters right after E and D will be adjusted accordingly. Algorithm works only on pairs, so the triple orders do not matter for the algorithm. For all other details, by aiming to maximize the learning capability of your algorithm, you are free to decide on the new strategies. So, what new information will the algorithm get from your name and last-name. With what probability your algorithm could generate the word MEDIPOL. With what probability your algorithm could generate your last-name.

Expert Solution

orchestra answered 1 year ago

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