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 |
|---|---|---|---|
| Lady next to me gon say her cooch is itching & burning she thinks she got a uti. No bitch that's something else down there | Mixed | Abusive | User Added |
| Ladies... LMaooo. . «@cthagod RT if your pussy better than your personality.» | Mixed | Abusive | User Added |
| Ladies, do y'all shave/wax before visiting ur OBGYN or let it grow out @ because u don't wanna seem like a hoe? | Mixed | Abusive | User Added |
| Ladies you are not a hoe if you fucked on the first night. Don't let these lonely bitches lie to you. | Mixed | Abusive | User Added |
| Ladies remember other women (including your friends) are trifling you speak TOO great about your nigga other bitches WILL try him smh lol | Mixed | Abusive | User Added |
| Ladies love a real nicca | Mixed | Abusive | User Added |
| Ladies RT if your head game better than your pussy | Mixed | Abusive | User Added |
| Laat Zihni Ozdil met rust jullie gemene trollen, hoe durven jullie zijn mening in twijfel te nemen! Zijn zegje is wet en*kuch**kuch*. .water | Mixed | Safe | User Added |
| LSU got a lot of thirsty, muching, nasty hoes. Football team stay running thru yall meal ticket wanting hoes lol | Mixed | Abusive | User Added |
| LRG ass nigguh | Mixed | Hate Speech | User Added |
| LOLOLOL RT @AjalaPilgrim: Freddy still have all the birds, doppz still a wet man, harry still on parry, and we salting | Mixed | Safe | User Added |
| LOL what bitches yea go get the bouncer we were eye ballin' your clearly pussy ass | 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