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Consider a classification problem defined with the set of 3-D samples X, where two dimensions are inputs and the third one is the output. For

Consider a classification problem defined with the set of 3-D samples X, where two dimensions are inputs and the third one is the output.

For the answer, I am interested in the math, not the code.

X:

I1

I2

O

-1

1

1

0

0

1

1

-1

1

1

0

0

0

1

0

Draw a graph of the data points X labeled according to their classes. Is the problem of classification solvable with a single-neuron perceptron? Explain the answer.

b.) Draw a diagram of the perceptron you would use to solve the problem. Define the initial values for all network parameters.

Again, please do not answer with code.

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