"He Said She Said" classification challenge
Guess whether a text in Polish was written by a man or woman. [ver. 1.0.0]
Git repo URL: git://gonito.net/petite-difference-challenge / Branch: master
Run git clone --single-branch git://gonito.net/petite-difference-challenge -b master to get the challenge data
Browse at https://gonito.net/gitlist/petite-difference-challenge.git/master
Leaderboard
| # | submitter | when | ver. | description | test-A Accuracy | × | |
|---|---|---|---|---|---|---|---|
| 1 | p/tlen | 2016-05-15 18:31 | 1.0.0 | VW tokens + 3-gram LM (+fix for the latest grep) | 0.7107778354651437 | 18 | |
| 2 | [anonymized] | 2016-06-17 09:52 | 1.0.0 | 3 best voting | 0.7047009958937084 | 21 | |
| 3 | [anonymized] | 2016-05-23 04:15 | 1.0.0 | nozdi Naive Bayes + Tfidf + swear words + emoticons | 0.6583164204465002 | 4 | |
| 4 | [anonymized] | 2016-06-23 09:01 | 1.0.0 | 3gram model KenLM + stemming | 0.6564756690423372 | 6 | |
| 5 | [anonymized] | 2016-05-24 11:55 | 1.0.0 | klon rozwiazania Mateusza + RandomForestClassifier | 0.6529239628073819 | 1 | |
| 6 | [anonymized] | 2015-12-10 09:05 | 1.0.0 | naive bayes by Przemysław Nowaczyk kod zrodlowy i zasoby | 0.646864822768679 | 2 | |
| 7 | [anonymized] | 2016-05-24 17:13 | 1.0.0 | lemma + nozdi naive bayes | 0.6398853070278945 | 1 | |
| 8 | [anonymized] | 2016-02-15 18:27 | 1.0.0 | Fixed source code, added makefile. | 0.6340503610704677 | 6 | |
| 9 | [anonymized] | 2015-12-17 07:34 | 1.0.0 | pliki zrodlowe w odp. folderach | 0.6288407986029169 | 3 | |
| 10 | [anonymized] | 2016-05-16 16:08 | 1.0.0 | 100k samle with RandomForestClassifier | 0.6191768537310615 | 7 | |
| 11 | [anonymized] | 2016-05-23 13:20 | 1.0.0 | more iterations + randomized start | 0.6135189031009581 | 5 | |
| 12 | [anonymized] | 2016-05-14 14:55 | 1.0.0 | Added naive_bayes.py | 0.6006985415585029 | 2 | |
| 13 | [anonymized] | 2015-12-16 21:17 | 1.0.0 | Dodane kody zrodlowe | 0.5719132014914806 | 4 | |
| 14 | [anonymized] | 2016-02-12 07:55 | 1.0.0 | men only baseline | 0.5 | 2 |