Consider Problem 10.2 in the ‘Solved Problems’ section where Neural Network Fitting Tool in Matlab is used to solve an input-output fitting problem with a two-layer feed forward neural net-work. Repeat the exercise with the other data sets available in the system. A word can be misspelled in various ways. Some of these misspelled words are acceptable in the sense that we can recognize the word in spite of the spelling mistake while others are not acceptable. Table 10.3 presents a list containing various misspellings of the word ‘computer’ along with their acceptability’s. Use this data set to train a backpropagation net in MATLAB. Test the performance of the resultant net with the words ‘computer’ and ‘commuter.
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