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 |
|---|---|---|---|
| Fuck bitches get money | Mixed | Abusive | User Added |
| Fuck bad bitches | Mixed | Abusive | User Added |
| Fuck ass redskin corners | Mixed | Hate Speech | User Added |
| Fuck around wit me n my niggas n we'll turn dis bitch inside out | Mixed | Abusive | User Added |
| Fuck around and waste my time and I'll fuck that bitch you hate and that one friend you love✌️ | Mixed | Abusive | User Added |
| Fuck around and get your honeybun took in that bitch with all that crying nigga!! | Mixed | Abusive | User Added |
| Fuck around & take them hoes back | Mixed | Abusive | User Added |
| Fuck all you hoes who keep giving my number to these colleges lmao | Mixed | Abusive | User Added |
| Fuck all y'all hoes 😷 gang shit 💯💯 | Mixed | Abusive | User Added |
| Fuck all u stupid hoes #idgafmode | Mixed | Abusive | User Added |
| Fuck all these dirty hoes these bitches basic | Mixed | Abusive | User Added |
| Fuck all that talking bitch y u got my name in to mouth | 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