Question
d) Consider the following truth table for a Boolean function, f. 15+2 Table 1: Truth Table y=(XIX:) 00 0 0 I 1 0 0
d) Consider the following truth table for a Boolean function, f. 15+2 Table 1: Truth Table y=(XIX:) 00 0 0 I 1 0 0 1 I 0 Find the weight parameters a logistic regression model representing the aforesaid Boolean function. Define your cost function and update-equations for the stochastic gradient descent algorithm. Select your initial weight parameter values randomly within the range [-2,2], and meticulously set your learning rate. Show all required calculations until convergence. Compute the mean square error (MSE) of your model. gotoxt
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Applied Regression Analysis And Other Multivariable Methods
Authors: David G. Kleinbaum, Lawrence L. Kupper, Azhar Nizam, Eli S. Rosenberg
5th Edition
1285051084, 978-1285963754, 128596375X, 978-1285051086
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