I think the following formula in unit 2.2 might be incorrect :
β/βπ=2/πβπ=1πβ(π¦πβ(π+π))=βΏπ
it should be
β/βπ=2/πβπ=1πβ(π¦πβ(πx+π))=βΏπ
Also, the following relation in 2.4 might have a small mistake as well.
Finally, the logistic regression function can be defined as:
β(π₯)=1 / (1 +π^βπ(π₯))
Then the displayed relation
β(π₯)={
0.5 > if π(π₯) < 0
0.5 < if π(π₯) > 0
}
Should actually be
β(π₯)={
0.5 < if π(π₯) < 0
0.5 > if π(π₯) > 0
}