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| --- | ||
| title: "Introduction to the comparer R package" | ||
| author: "Collin Erickson" | ||
| date: "`r Sys.Date()`" | ||
| output: rmarkdown::html_vignette | ||
| vignette: > | ||
| %\VignetteIndexEntry{Introduction to the comparer R package} | ||
| %\VignetteEngine{knitr::rmarkdown} | ||
| %\VignetteEncoding{UTF-8} | ||
| --- | ||
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| When coding, especially for data science, there are multiple | ||
| ways to solve each problem. | ||
| When presented with two options, you want to pick the one | ||
| that is faster and/or more accurate. | ||
| Comparing different code chunks on the same task can be tedious. | ||
| It often requires creating data, writing a for loop | ||
| (or using `sapply`), then comparing. | ||
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| The comparer package makes this comparison quick and simple: | ||
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| * The same data can be given in to each model. | ||
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| * Various metrics can be used to judge results, | ||
| including using the predicted errors from the code. | ||
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| * The results are displayed in a table that allows you | ||
| to quickly judge the results. |
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| <meta name="author" content="Collin Erickson" /> | ||
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| <meta name="date" content="2017-10-06" /> | ||
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| <title>Introduction to the comparer R package</title> | ||
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| <h1 class="title toc-ignore">Introduction to the comparer R package</h1> | ||
| <h4 class="author"><em>Collin Erickson</em></h4> | ||
| <h4 class="date"><em>2017-10-06</em></h4> | ||
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| <p>When coding, especially for data science, there are multiple ways to solve each problem. When presented with two options, you want to pick the one that is faster and/or more accurate. Comparing different code chunks on the same task can be tedious. It often requires creating data, writing a for loop (or using <code>sapply</code>), then comparing.</p> | ||
| <p>The comparer package makes this comparison quick and simple:</p> | ||
| <ul> | ||
| <li><p>The same data can be given in to each model.</p></li> | ||
| <li><p>Various metrics can be used to judge results, including using the predicted errors from the code.</p></li> | ||
| <li><p>The results are displayed in a table that allows you to quickly judge the results.</p></li> | ||
| </ul> | ||
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