Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @lonlontheone_15: Smoke sum bitch | Mixed | Abusive | User Added |
| RT @longbongchris: fuck a closed casket bitch put me with the trees let me rot throw some seeds water me and give me leaves | Mixed | Abusive | User Added |
| RT @longbongchris: “@WORIDSTARHlPHOP: White twitter when they get in an argument https://t.co/u4dfp2XJ9B” i wouldve bitch slapped her into … | Mixed | Abusive | User Added |
| RT @lonernigga: School is so pointless. I'm just trying to pass the class and get out this bitch | Mixed | Abusive | User Added |
| RT @lnsaneTweets: when other girls wear beanies they look cute & stylish but when i wear them i look like a member of a drug cartel who sel… | Mixed | Safe | User Added |
| RT @lnsaneTweets: once i take my bra off, don’t ask me to do shit for u bitch bc once that bra comes off, i am clocked out of life i am do… | Mixed | Abusive | User Added |
| RT @lnsaneTweets: I'm such a sarcastic bitch its beautiful | Mixed | Abusive | User Added |
| RT @lnsaneTweets: "You're such a bitch" Me: http://t.co/YuDDsljbQN | Mixed | Abusive | User Added |
| RT @lnfIicted: im not "shy" or "quiet" im just chilling bitch | Mixed | Abusive | User Added |
| RT @lnMyOpinion: The nicer you are, the easier you're hurt. So just be a bitch | Mixed | Abusive | User Added |
| RT @lmfaohilarious: Never go full retard http://t.co/LMk3TX5ViC | Mixed | Hate Speech | User Added |
| RT @llvvzz: Twitter should dump the little blue bird mascot and just officially change it to a set of boobs. | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph