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 |
|---|---|---|---|
| Free lee bitch 1⃣3⃣1⃣ 4L | Mixed | Abusive | User Added |
| Free bitch . We stay used yo hol yo each other cdfu 💯@Here4Timis__ | Mixed | Abusive | User Added |
| Free birds. Lol | Mixed | Safe | User Added |
| Free bird. | Mixed | Safe | User Added |
| Free Ballout lil bitch 😈🔫 | Mixed | Abusive | User Added |
| Free 5iiive nigga, let all a my dogs out. Moma said no pussy cats inside my dog house! #SB4 #GANG!! http://t.co/E8baXOyPgg | Mixed | Abusive | User Added |
| Fredo was a bitch ass nigga. How niggas fire over 20 shots at his pops but he didn't get off 1 cuz he dropped the gun smh | Mixed | Hate Speech | User Added |
| Freaky bitch hi | Mixed | Abusive | User Added |
| Freaky bitch eat the dick while I'm playing madden | Mixed | Abusive | User Added |
| Freak hoes got several | Mixed | Abusive | User Added |
| Freak hoes | Mixed | Abusive | User Added |
| Frankie is a twat. #BB16 | 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