s434749/naive_bayes
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity
2 Commits 1 Branch 0 Tags 23 MiB
Python 100%
b167482d61
Go to file
Aleksander Mendoza b167482d61 logistic regression
2021-05-25 11:17:30 +02:00
dev-0 logistic regression 2021-05-25 11:17:30 +02:00
test-A logistic regression 2021-05-25 11:17:30 +02:00
Bayes.py e 2021-05-09 16:42:53 +02:00
config.txt e 2021-05-09 16:42:53 +02:00
l1_epoch_6.pth logistic regression 2021-05-25 11:17:30 +02:00
l1_epochs.txt logistic regression 2021-05-25 11:17:30 +02:00
l2_epoch_0.pth logistic regression 2021-05-25 11:17:30 +02:00
l2_epochs.txt logistic regression 2021-05-25 11:17:30 +02:00
Logistic.py logistic regression 2021-05-25 11:17:30 +02:00
README.md logistic regression 2021-05-25 11:17:30 +02:00

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.

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.