.ipynb_checkpoints | ||
dev-0 | ||
test-A | ||
train | ||
.gitignore | ||
Bayes.py | ||
config.txt | ||
geval | ||
in-header.tsv | ||
LogReg_Test.ipynb | ||
LogReg.py | ||
out-header.tsv | ||
README.md | ||
Wyniki_z_geval.txt |
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