Exercise 1.11

[henry2015]

Thanks for confirming!

Appreciate it!

[phil123]

Hi, everyone.

Regarding part d) of this problem, I think the answer is "no", correct, since isn't the real question whether or not sampled data has any value for infering a paramter?

Did I totally miss the point?

The first 3 I got.

[don slowik]

If the probability of +1 is in fact less than 0.5, than h_C does better than h_S out of training data (as it will predict the more probable -1 for each point). But the probability of this happening (p being less than 0.5 with all 25 training data points showing y=+1) is P(|v-p|>0.5) < 2exp(-2*0.5**2 * 25) = 7.45e-06

[samyh]

Thank You Good Work!
العاب

[subbupd]

Thank you Prof. Yaser!

You're doing a great job!