Question: Question 6 Compute the accuracy when the prediction model lpm we estimated in step 1 above is applied to the training set instead of the
Question 6
Compute the accuracy when the prediction model lpm we estimated in step 1 above is applied to the training set instead of the test set. Use a probability threshold of 0.5 to compute the accuracy.
## Predicted ## Actual 0 Total ## 0 410 410 ## 1 90 90 ## Total 500 500
## [1] 0.82
| Prediction Method | Accuracy |
|---|---|
| Linear Probability Model (Test Set) | 0.79 |
| Linear Probability Model (Training Set) | 0.82 |
Which measure of accuracy is larger, the value based on the training observations or the value based on the test observations? Is this typical? If so, why?
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