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added phrase about ROC curves
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8_PREDMACHLEARN/Practical Machine Learning Course Notes HTML.Rmd

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## Receiver Operating Characteristic Curves
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* are commonly used techniques to measure the quality of a prediction algorithm.
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* predictions for binary classification often are quantitative (i.e. probability, scale of 1 to 10)
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- different cutoffs/threshold of classification (> 0.8 --> one outcome) yield different results/predictions
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- **Receiver Operating Characteristic** curves are generated to compare the different outcomes

8_PREDMACHLEARN/Practical Machine Learning Course Notes.Rmd

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$\pagebreak$
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## Receiver Operating Characteristic Curves
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* are commonly used techniques to measure the quality of a prediction algorithm.
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* predictions for binary classification often are quantitative (i.e. probability, scale of 1 to 10)
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- different cutoffs/threshold of classification (> 0.8 --> one outcome) yield different results/predictions
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- **Receiver Operating Characteristic** curves are generated to compare the different outcomes

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