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 @ayoooitsjelly: some niggas act like straight up bitches | Mixed | Abusive | User Added |
| RT @ayooo_moee: walk like a big bitch now. | Mixed | Abusive | User Added |
| RT @aychmoore: most teachers abuse their position, there's teaching with discipline and there's being a cunt, most are cunts | Mixed | Hate Speech | User Added |
| RT @axelandrewsss: 🎯“@TYRXNY: Basic tongue ring to suck dick with. And a basic costume. Recipe for a hoe “@Ohh_Kaila: Ready for work. http:… | Mixed | Abusive | User Added |
| RT @awkwardposts: Flirting with bitches on Twitter like http://t.co/eV2QUYsbpO | Mixed | Abusive | User Added |
| RT @awhooker: Contrary to belief, us queers don’t go around looking for things to be offended about. It’s just you cisheteros say the darne… | Mixed | Abusive | User Added |
| RT @austdun: bitch we them boys | Mixed | Abusive | User Added |
| RT @aurie_xo: Fuking bitches that don't move when you say excuse me is what's wrong in this world. | Mixed | Abusive | User Added |
| RT @audizzle: Quote of last night, @GinaGaus telling me to find her a curved stick and she'll make a crossbow to shoot a bird down | Mixed | Safe | User Added |
| RT @attsmcjay: "One man's trash is another man's treasure"...perfectly explains strippers with daddy issues. | Mixed | Safe | User Added |
| RT @asvholejay: do i have time for these hoes ? no no no no no no \_ no no no … | Mixed | Abusive | User Added |
| RT @assjpg: @BigBrotherLeak pussies | 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