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 ``` Logs from training have been copy-pasted into `l1_epochs.txt` (for single-layer model) and `l2_epochs.txt (for two-layer model). Sources ------- Data taken from .