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Get the free Margins and ROC - New York University

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How to fill out margins and roc

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To fill out margins, follow these steps:
02
Determine the desired margin size for your document. This can usually be found in the document requirements or guidelines.
03
Open your document in a word processing program like Microsoft Word.
04
Go to the 'Page Layout' or 'Format' tab in the menu bar.
05
Look for the 'Margins' or 'Page Setup' option and click on it.
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A dialog box will appear where you can set the size of your margins. Adjust them according to your requirements.
07
Click 'OK' or 'Apply' to save the changes.
08
ROC (Receiver Operating Characteristic) is a graphical representation of the performance of a binary classification model. To plot ROC, follow these steps:
09
Obtain the predicted probabilities or scores from your binary classification model.
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Sort the predicted probabilities in ascending order.
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Create two empty arrays: True Positive Rate (TPR) and False Positive Rate (FPR).
12
Start with a threshold of 0 and calculate TPR and FPR for this threshold.
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Increase the threshold by a small step (e.g., 0.01) and recalculate TPR and FPR.
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Repeat step 5 until you reach a threshold of 1.
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Plot the points (FPR, TPR) on a graph with the FPR on the x-axis and TPR on the y-axis.
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Connect the points to form the ROC curve.
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The area under the ROC curve (AUC) can be used as a measure of the model's performance.

Who needs margins and roc?

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Margins and ROC are needed by:
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- Students or professionals who are formatting documents according to specific guidelines or requirements.
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- Writers, authors, or publishers who want to ensure proper spacing and layout in their publications.
04
- Data scientists or machine learning practitioners who want to evaluate the performance of their binary classification models.
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Margins refer to the difference between revenue and variable costs, while ROC stands for Return on Capital.
Businesses and companies are required to file margins and ROC to analyze financial performance.
Margins and ROC can be calculated using financial statements such as income statement and balance sheet.
The purpose of margins and ROC is to evaluate profitability and efficiency of a business.
Information such as revenue, variable costs, capital investment, and net income must be reported on margins and ROC.
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