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 |
|---|---|---|---|
| I like my bitches bad wit a Lil attitude | Mixed | Abusive | User Added |
| I like it. Folks act like the word "negro" is the equivalent of porch monkey or spear chucker. It's not. No real… | Mixed | Abusive | User Added |
| I like it when you call me McSully I like when bad bitches pour honey on my silky body it's not even the 90s | Mixed | Abusive | User Added |
| I like how niggas try an come at me and im like do it then bitch and they dont do shit. Pussies | Mixed | Hate Speech | User Added |
| I like how cays mf ass favorited my tweet but didn't text me bacc 😂 hate that hoe. | Mixed | Abusive | User Added |
| I like herbal tea bitches no matter if anyone else does. | Mixed | Abusive | User Added |
| I like good weed, I like bad bitches that can roll it.. | Mixed | Abusive | User Added |
| I like chilling with your bitch and I like fucking her. | Mixed | Abusive | User Added |
| I like bitches with 💸 | Mixed | Abusive | User Added |
| I like bitches that like bitches | Mixed | Abusive | User Added |
| I like being teased, dont give me the pussy too fast | Mixed | Abusive | User Added |
| I like beamers benzes and porches, i like my bitches imported | 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