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 |
|---|---|---|---|
| Let her be a hoe, why you stopping her? | Mixed | Abusive | User Added |
| Let a nigguh try me , fuck around fuck around fuck around meet his daddy | Mixed | Abusive | User Added |
| Let a niggah try me | Mixed | Abusive | User Added |
| Let a bitch try and set me up , she gone be stuck between a rock nd dis mufuckin Glock! MY BITCH BAD SHE TERRIBLE 🐬 | Mixed | Abusive | User Added |
| Let a bitch say I got a small dick on god I'll whip that shit out and show everyone in the room what I got. Blessed. | Mixed | Abusive | User Added |
| Let a bitch be a bitch n a hoe be a hoe! | Mixed | Abusive | User Added |
| Lesson: #NFL is 4 heterosexuals. Wat else do we need besides Michael Sam for us fags to get a clue. Breeders have their thing we have ours | Mixed | Abusive | User Added |
| Lesbians all be like "yo-ho and scissor me timbers!" | Mixed | Abusive | User Added |
| Lemme find out that bitch nigga talking shit | Mixed | Hate Speech | User Added |
| Legion of jig 😭😭😭 | Mixed | Safe | User Added |
| Leg day made me it's bitch. | Mixed | Abusive | User Added |
| Left my last bitch along ain't no need for stressing 😴 | 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