# Predict performance improvement in assignment re-submissions with a regression model. — Data

来源：https://www.kaggle.com/competitions/delana-regression2/data

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# Dataset Description

<p>Use secondary features extracted from events between firrst and last summissions to an assignment to predict overall performance improvement.</p>
<h2>File descriptions</h2>
<p><strong>dataset.pickle</strong> - training set raw data (available on Moodle)<br /><strong>dataset_test.pickle</strong> - the test set raw data (available on Moodle)<br /><strong>regresssion_template.csv</strong>: list of points in the test data which should be included in your final submission <br /><strong>classifier_sampleResults.csv</strong> - a sample submission file in the correct format</p>
<h3>Event types</h3>
<p><strong>Forum.Comment.Downvote</strong> - downvoting a forum comment<br /><strong>Forum.Comment.Upvote</strong> - upvoting a forum comment<br /><strong>Forum.Load</strong> - viewing a forum<br /><strong>Forum.Post.CommentOn</strong> - commenting a forum post<br /><strong>Forum.Post.Downvote</strong> - downvoting a forum post<br /><strong>Forum.Post.Upvote</strong> - upvoting a forum post<br /><strong>Forum.Subscribe</strong> - subscribing to a forum<br /><strong>Forum.Thread.Launch</strong> - launching a thread on forum<br /><strong>Forum.Thread.PostOn</strong> - posting on a thread on forum<br /><strong>Forum.ThreadSubscribe</strong> - subscribing to a thread on forum<br /><strong>Forum.Thread.View</strong> - viewing a thread on forum<br /><strong>Problem.Check</strong> - submitting an assignment<br /><strong>Video.Download</strong> - downloading a lecutre video<br /><strong>Video.Error</strong> - error while watching a video<br /><strong>Video.Load</strong> - loading a lecture video<br /><strong>Video.Pause</strong> - pausing a video<br /><strong>Video.Play</strong> - playing a video<br /><strong>Video.Seek</strong> - seeking a certain part of a video<br /><strong>Video.SpeedChange</strong> - changing the speed of the video<br /><strong>Video.Stalled</strong> - a video stoped unexpectedly</p>