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
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Idk maybe it's just me being bitter but giving bitches money and just being a genuine nigga ain't got me nowhere so fuck that. Struggle hoe. | Mixed | Abusive | User Added |
| Idk how bitches trust other bitches sooo easily. I still have the same friends. | Mixed | Abusive | User Added |
| Idk how I have friends I'm so blunt and sarcastic people probably think I'm a raging bitch. | Mixed | Abusive | User Added |
| Idk bro “@JactionJ: a bunch of hoes really doesn't compare to having that one faithful girl bruh” | Mixed | Abusive | User Added |
| Idk about yall, but i loves me a thirsty bitch. Atleast they not afraid to peruse a nigga | Mixed | Abusive | User Added |
| Idiotic censorship drive by #France President fails to understand that he's empowering Jihadis by censoring the internet wholesale #fail | Mixed | Safe | User Added |
| Idgaf what u do to get it long as u go hard in that. Sell drugs, credit cards, checks, strip, sell pussy, whatever. Jst dn't b half-assed! | Mixed | Abusive | User Added |
| Idgaf what anyone say. GAMBLING IS STUPID. like if you constantly bitch about not having money why tf would you go to a casino? | Mixed | Abusive | User Added |
| Idgaf if that's sounds illogical, this Twitter bitch. | Mixed | Abusive | User Added |
| Idgaf if it's 3pm in the afternoon bitch make my pancakes! | Mixed | Abusive | User Added |
| Idgaf about you, or ya mens, ya bitch, none of these bitches. Y'all all can fuck off for all i care. | Mixed | Abusive | User Added |
| Idgaf about you regardless bitch you got me all day. | 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