LoanApp Table

Income	CreditRating	Liability	Default	Approve
high	excellent	normal	true	yes
high	excellent	normal	false	yes
low	excellent	normal	true	no
medium	good	normal	true	no
medium	poor	high	true	no
medium	poor	high	false	yes
low	poor	high	false	no
high	good	normal	true	yes
high	poor	high	true	no
medium	good	high	true	no
high	good	high	false	no
low	good	normal	false	no
low	excellent	high	true	no
medium	good	normal	false	yes

Q1)

What is the entropy of Approve, H(Approve)?

Group of answer choices

0.940

0.049

0.490

0.829

0.249

Q2)

What is the entropy of Approve given that Income is high, H(Approve | Income=high)?

Group of answer choices

0.971

0.791

0.183

0.911

0.831

Q3)

What is the entropy of Approve given Income, H(Approve | Income)?

Group of answer choices

0.524

0.833

0.693

0.333

0.963

Q4)

How many bits of information does Income provide on Approve, I(Approve; Income)?

Group of answer choices

0.247

0.651

0.516

0.427

0.742

Q5)

How many bits of information does Approve provide on Income, I(Income; Approve )?

Group of answer choices

0.342

0.516

0.339

0.247

0.742