jacob/asco
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Initial commit.

Browse Source 
Yeah I know there are a lot of nonessential files but w/e.
This commit is contained in:
Jacob Signorovitch
2024-12-17 01:39:52 -05:00
commit 2cb11e4933
18 changed files with 38916 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

27
static/about.html Normal file
View File

@@ -0,0 +1,27 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<link rel="stylesheet" href="main.css">
<title>About</title>
</head>
<body>
<center><h1>About</h1></center>
<h2>The Data</h2>
<p>
Information was scraped from <a href="//ascopubs.org/jco/meeting">this page</a> on 2023-06-28.
Over 5000 abstract titles from 2023 were used as training data.
Embeddings for these were generated through the OpenAI API, with the <code>text-embedding-ada-002</code> model.
</p>
<h2>The Model</h2>
<p>
A penalized logistic regression model was fit using the <code>glmnet</code> R package.
The tuning parameter was selected using cross validation.
The area under the ROC curve was 0.83 in the training data.
</p>
<center><a href="..">back</a></center>
</body>
</html>