,STA 5635 Homework 3
Zhiwen Yang
1.
(a)
𝜆 Features Error on Train Set Error on Test Set
0.14 10 0.129 0.136
0.085 29 0.091 0.113
0.055 115 0.035 0.037
0.035 304 0.016 0.017
0.025 499 0.012 0.019
, (b)
𝜆 Features Error on Train Set Error on Test Set
0.025 14 0.377 0.398
0.02 28 0.371 0.412
0.013 113 0.323 0.427
0.006 293 0.2665 0.432
0.0005 479 0.26 0.425