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 |
|---|---|---|---|
| Yo pussy ain't shit unless you had some @MagicJohnson in it | Mixed | Abusive | User Added |
| Yo own homegirls sayin you a bum bitch #Ooooostopflexingforigandtwitter | Mixed | Abusive | User Added |
| Yo main bitch that's my side hoe ! | Mixed | Abusive | User Added |
| Yo if you get like over 25 of flappy bird you need to do some self evaluation because you probably have no life | Mixed | Safe | User Added |
| Yo homegirl fat and got a mustache, no need to "yass bitch 😍😍" that | Mixed | Abusive | User Added |
| Yo hoe is like a tick so she hunting for a blood | Mixed | Abusive | User Added |
| Yo fuck the pats they are still bitches | Mixed | Abusive | User Added |
| Yo fuck firestone for that commercial givin bitches ideas to run over guy's video games. I'd cut a bitch over that. | Mixed | Abusive | User Added |
| Yo daddy is a bitch, you jus a son of that boyyy.... | Mixed | Abusive | User Added |
| Yo can you guys stop being little bitches just know everything happens for a reason of your meant to be you will be 👏 | Mixed | Abusive | User Added |
| Yo bitch wanna fuck the squad!!😎 | Mixed | Abusive | User Added |
| Yo bitch wanna fuck the squad | 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