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 aint saying you a bitch, But you be acting like a female, dog. | Mixed | Abusive | User Added |
| I aint no killa but dont push me, revenge is the sweetest joy next to gettin pussy | Mixed | Abusive | User Added |
| I aint never had a prob with no other bitch over a nigga if thts yo nigga cool im older enough too go find me another 😏 | Mixed | Abusive | User Added |
| I aint mad at you, thats what hoes do | Mixed | Abusive | User Added |
| I aint mad at you bitches thats what hoes do | Mixed | Abusive | User Added |
| I ain't trying to fuck, bitch. I just want wings. | Mixed | Abusive | User Added |
| I ain't talking onna phone, butch we straight TEXTING. Ion wanna go to the movies bitch we SEXIN 💯 | Mixed | Abusive | User Added |
| I ain't stressin you hoes. Know dat 💅💁👄 | Mixed | Abusive | User Added |
| I ain't really trippin about the money yo that shit constantly comes like a bitch pussy | Mixed | Abusive | User Added |
| I ain't no bitch no more, i got my license. :D | Mixed | Abusive | User Added |
| I ain't got time for a hoe tell her hop in the whip & shut the Cadillac doe | Mixed | Abusive | User Added |
| I ain't got no type, bad bitches is the only thing I like. | 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