fake-news-mlt / readme.txt
readme.txt
Raw
Harry Nelson - hjn2g19

This algorithm has been designed using python 3.9 on windows, and the following libraries that can be installed via pip:

pandas
sklearn
iso-369
langdetect
nltk (with all corpora downloaded)
contractions
emoji

to run the algorithm and print the sklearn metric classification report, run:

python main.py

with mediaeval-2015-trainingset.txt and mediaeval-2015-testset.txt in the same directory as the script. it will print the classification report, which shows the micro, macro and average f1 scores in a table. These values have also been included in the report.