Sentiment by emoticons challenge

Give the probability of a positive sentiment for a short Polish text.

Git repo URL: git://gonito.net/sentiment-by-emoticons / Branch: master

(Browse at https://gonito.net/gitlist/sentiment-by-emoticons.git/master)

Leaderboard

# submitter when description test-A LogLoss ×
1 MF 2018-05-14 15:18 Vowpal Wabbit -b 27 --ngram 3 vowpal-wabbit logistic-regression 0.47412 12
2 [anonymised] 2018-05-13 20:33 ISI2018-024 - changed some parameters in vw model generation; changed flattening vowpal-wabbit logistic-regression 0.47525 11
3 [anonymised] 2018-05-13 21:31 vw 0.47659 18
4 Adam 2018-05-13 22:10 vowpal wabbit vowpal-wabbit logistic-regression 0.47690 9
5 MSz 2018-05-21 11:47 improved vowpa vowpal-wabbit logistic-regression 0.48053 11
6 Falcon 2018-05-13 20:41 vowpal-wabbit proba 1 vowpal-wabbit logistic-regression 0.48636 9
7 Przemek 2018-05-13 22:53 vowpal wabbit - 2 vowpal-wabbit logistic-regression 0.49103 13
8 Michał 2018-05-13 17:25 Volkswagen vowpal-wabbit logistic-regression 0.49399 6
9 [anonymised] 2018-05-29 09:26 task fix vowpal-wabbit logistic-regression 0.54511 5
10 p/tlen 2018-07-14 17:48 multiple passes=5 seed=3 0.54537 6
11 patrycja 2018-05-27 17:04 vowpal wabbit stemmed model 2 vowpal-wabbit logistic-regression stemming 0.54669 7
12 Weronika 2018-06-18 09:06 LSTM v4 all/500/515880(1)/256, 1 epoch neural-network 0.54739 40
13 Klaudia 2018-05-27 21:48 fasttext predict-prob fasttext 0.55637 16
14 Micik2 2018-06-05 23:21 Zadanie029 wersja poprawiona vowpal-wabbit logistic-regression 0.57464 10
15 [anonymised] 2018-05-20 22:52 implent logistic regression with some ready-made solution (but not Vowpal Wabbit) ready-made logistic-regression 0.57783 27
16 [anonymised] 2018-04-21 21:36 corrected 0.58845 5
17 [anonymised] 2018-04-20 15:06 naive-bayes partially-trained 0.58881 2
18 Ironus 2018-05-14 15:14 Logistic regresion with sklearn ready-made logistic-regression 0.59692 16
19 [anonymised] 2018-04-23 08:25 Saving model to file naive-bayes self-made python multinomial 0.62494 28
20 [anonymised] 2018-05-29 10:47 LogLoss and Accuracy charts naive-bayes analysis 0.62914 30
21 Patryk 2018-04-23 17:20 Fix lowerCase naive-bayes java multinomial self-made 0.63241 3
22 [anonymised] 2018-06-12 14:34 zad40 kenlm lm 0.66313 1
23 [anonymised] 2018-06-14 09:38 Poprawione zadanie 40 kenlm lm 0.66621 2
24 [anonymised] 2018-06-14 10:05 KenLM edited kenlm lm 0.67716 2
25 [anonymised] 2018-05-07 15:57 test included stupid better-than-no-model-baseline 0.69165 3
26 Bogusz 2018-06-07 20:26 ready logistic regression Infinity 12
27 Grzegorz Bąk 2019-01-11 10:18 fixup Infinity 2

Graphs by parameters

passes

[direct link]

seed

[direct link]