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AI & Data Mining/Week 5/Tutorial 9 - PRISM.md Normal file
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![](Pasted%20image%2020241018131938.png)
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 |