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G4G0-2/AI & Data Mining/Week 5/Tutorial 9 - PRISM.md
2024-10-30 11:06:53 +00:00

2.4 KiB

IF ? THEN risk = High

Credit History Debt Collateral Income Risk
bad high none 0-15k high
unknown high none 15-35k high
unknown low none 0-15k high
bad low none 0-15k high
good high none 0-15k high
bad high none 15-35k high
Value Key Pair p/t
credit history = bad 3/4
credit history = good 1/5
credit history = unknown 2/5
debt = high 4/7
debt = low 2/7
collateral = none 6/11
collateral = adequate 0/3
income = 0k-15k 4/4
income = 15k-35k 2/4
income = >35k 0/6

IF Income = 0-15k THEN risk = high

Credit History Debt Collateral Income Risk
bad high none 0-15k high
unknown low none 0-15k high
bad low none 0-15k high
good high none 0-15k high
Value Key Pair p/t
credit history = bad 3/6
credit history = good 1/4
credit history = unknown 1/4
debt = high 4/6
debt = low 2/4
collateral = none 6/6
IF Income = 0-15k AND collateral = none THEN risk = high
Credit History Debt Collateral Income Risk
bad high none 0-15k high
unknown low none 0-15k high
bad low none 0-15k high
good high none 0-15k high
unknown high none 15-35k high
bad high none 15-35k high
Value Key Pair p/t
credit history = bad 2/4
credit history = good 1/4
credit history = unknown 1/4
debt = high 2/4
debt = low 2/4