Experiment with different initializations of the parameter


IN R, 4. Evaluation MNIST.CSV In this question, you will experiment with different sets of parameters and observe how your model performs. This should be done ONLY for 3,5 classification.

a. Experiment with different initializations of the parameter used for gradient descent . Clearly mention the initial values of the parameter tried, run the same experiment 10 TIMES AND REPORT ACCURACY using this initialization, report the average test and train accuracies obtained by using this initialization, mention which is set of initializations is the better.

b. Experiment with different convergence criteria for gradient descent. Clearly mention the new criteria tried, run the same experiment 10 TIMES AND REPORT ACCURACY criteria, report average test and train accuracies obtained using this criteria, mention which set of criteria is better.

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