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What cost will the company occur if the model simply always predicts to not perform maintenance? Assume that (i) when the model predicts that maintenance should be performed when it is not the case, the company loses $1000 and (ii) when the model predicts that maintenance should not be performed and the production line breaks down, the company will lose $5000.
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| Actual | |
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| Maintenance | Not |
Predict | Maintenance | 2 | 5 |
| Not | 1 | 22 |
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