paranormal-or-skeptic-ISI-s434788/README.md

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.

Sources

Data taken from https://archive.org/details/2015_reddit_comments_corpus.

Results from geval (Using Naive Bayes)

Likelihood 0.0000

Accuracy 0.7367

F1.0 0.4367

Precision 0.8997

Recall 0.2883

Results from geval (Using Log Reg (NN from Pytorch))

Likelihood 0.0000

Accuracy 0.7561

F1.0 0.6152

Precision 0.6965

Recall 0.5509