4 Train a shallow learning neural net so that it recognizes the letters A and D. Please use a 4-by-4 array for describing the two letters in a way similar to the example discussed in Session 10. The example of the 3-by-3 patterns used in the Session-10 lab activity is as follows. Training Pum of Cles 1 0110 01010 10101 After creating your data file, please download the "nn.zip" program that is available on the course website and rename its extension to "nn.exe". Then, you need to watch the Session-10 video that demonstrates the use of the "nn.exe" program. The "nn.exe" program should be executed with the Windows command prompt interface. 3 D 0 1 D Training Puum of Cles 2 1 DI 010 1 D 1 1 For example, assume that the "C:\IME762\Session10\" folder contains your data file and the "nn.exe" program. In this case, the following command should be used in the command prompt interface: 101 0101012 C:\IME762\Session10 n.exe 10 data.txt Novel Darnel Class 1 113 D 1 1 11110 11111 where 10 is the number of hidden nodes and "data.txt" is the data file name. Neval Porno Class 2 D 10101 11002 Please provide the contents of your data file with your training and novel samples as well as the neural net program output below. a. Your data file contents: Create your data file according to the following format: > b. The command prompt output of "nn.exe" for your data file: where the trainingovel sample format is as follows: An example data file for the 3-by-3 patterns is as follows. data.txt: 9 1 8 2 0101010101 1010101012 0101010101 1010101012 0101010101 1010101012 0101010101 1010101012 1111011111 1010111002 4 Train a shallow learning neural net so that it recognizes the letters A and D. Please use a 4-by-4 array for describing the two letters in a way similar to the example discussed in Session 10. The example of the 3-by-3 patterns used in the Session-10 lab activity is as follows. Training Pum of Cles 1 0110 01010 10101 After creating your data file, please download the "nn.zip" program that is available on the course website and rename its extension to "nn.exe". Then, you need to watch the Session-10 video that demonstrates the use of the "nn.exe" program. The "nn.exe" program should be executed with the Windows command prompt interface. 3 D 0 1 D Training Puum of Cles 2 1 DI 010 1 D 1 1 For example, assume that the "C:\IME762\Session10\" folder contains your data file and the "nn.exe" program. In this case, the following command should be used in the command prompt interface: 101 0101012 C:\IME762\Session10 n.exe 10 data.txt Novel Darnel Class 1 113 D 1 1 11110 11111 where 10 is the number of hidden nodes and "data.txt" is the data file name. Neval Porno Class 2 D 10101 11002 Please provide the contents of your data file with your training and novel samples as well as the neural net program output below. a. Your data file contents: Create your data file according to the following format: > b. The command prompt output of "nn.exe" for your data file: where the trainingovel sample format is as follows: An example data file for the 3-by-3 patterns is as follows. data.txt: 9 1 8 2 0101010101 1010101012 0101010101 1010101012 0101010101 1010101012 0101010101 1010101012 1111011111 1010111002