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updates readme
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notsaman authored Nov 25, 2019
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Expand Up @@ -12,4 +12,9 @@ Is it possible to recreate and classify topics assigned to news articles by usin

* Which of the topic markers is classified the most?

* Are articles of a certain topic classified more accurately than others?
* Are articles of a certain topic classified more accurately than others?

### Results

* The model was run on a linear SVM, with topics generated through LDA.
* The average accuracy on both the test set and the entire dataset is 79%, with a recall of 78%, with precision ranging from 68% to 93% between the (unevenly distributed) classes.

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