Question: The default Kernel used for SMO is polynomial. The parameter exponent defines the degree of the polynomial. Change C back to 1. Set exponent =
The default Kernel used for SMO is polynomial. The parameter exponent defines the degree of the polynomial. Change C back to 1. Set exponent = 1, 2, 3, 4, 5,6 . What happens to the classification error change? Can you comment on the form of the separating hyperplane from the change in the classification error?
C=1, Accuracy rate=97.4%
C=2, Accuracy Rate=97.4%
C=3, Accuracy Rate=98.7%
C=4, Accuracy Rate=97.4%
C=5, Accuracy Rate=96.11%
C=6, Accuracy rate=65.24%
Step by Step Solution
There are 3 Steps involved in it
Get step-by-step solutions from verified subject matter experts
