Question: 5 STANLIB Learning rate: 0.01 Final parameters: [-1. 360061 -0. 900778 0.733076 0. 101954 -2.317638 0.258014] Final SSE: 3717.454259 Learning rate: 0.1 Final parameters: [-2.

5

STANLIB Learning rate: 0.01 Final parameters: [-1. 360061 -0. 900778 0.733076 0. 101954 -2.317638 0.258014] Final SSE: 3717.454259 Learning rate: 0.1 Final parameters: [-2. 145259 -1. 553201 1.423259 0.517167 -3.782751 0.439362] Final SSE : 3510.797196 Learning rate: 0.2 Final parameters : [-2. 145316 -1.553692 1.423356 0.517729 -3.783202 0.439325] Final SSE: 3510.797157 SGD Convergence for STANLIB 4800 LR=0.01 LR=0.1 LR=0.2 4600 4400 4200 Sum of Squared Errors (SSE) 4000 3800 3600 20 40 60 80 100 Iteration

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