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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Y'all be cool out there in that cold chasing them hoes ✌️ | Mixed | Abusive | User Added |
| Y'all all some hoes | Mixed | Abusive | User Added |
| Y'all Mfs better believe in karma ... That bitch oh so real | Mixed | Abusive | User Added |
| Y’all saying you wouldn’t eat her pussy? More for me | Mixed | Abusive | User Added |
| Y u a bitch doe? | Mixed | Abusive | User Added |
| Y se acabó!! Mexico wins 3-0! That's my team bitches ❤️💚 #VIVAMEXICO | Mixed | Abusive | User Added |
| Y Rick such a weak hoe n this season? Not a good look fam | Mixed | Abusive | User Added |
| Xavier a hoe, he never lookin out.. | Mixed | Abusive | User Added |
| Wut a bitch | Mixed | Abusive | User Added |
| Wussup pussies ;) #ImBack #NewTwitter | Mixed | Abusive | User Added |
| Wtf... 3 days & 3 nights! If I go another day..... all I know is im going ape shit.... | Mixed | Abusive | User Added |
| Wtf, "Show me the hoe facts" | 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