626 B
626 B
Skeptic vs paranormal subreddits
Classify a reddit as either from Skeptic subreddit or one of the "paranormal" subreddits (Paranormal, UFOs, TheTruthIsHere, Ghosts, ,Glitch-in-the-Matrix, conspiracytheories).
Output label is the probability of a paranormal subreddit.
Pytorch logistic regression
The code can be found in Logistic.py Trained models end with .pth extension. Geval results:
$ ./geval -t dev-0
Likelihood 0.0000
Accuracy 0.7043
F1.0 0.4950
Precision 0.6257
Recall 0.4094
Sources
Data taken from https://archive.org/details/2015_reddit_comments_corpus.