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 |
|---|---|---|---|
| Niggas with bitch tendencies.. | Mixed | Abusive | User Added |
| Niggas will call a female a hoe or thot then 10 mins later go to http://t.co/TXw4uJ7FAZ and thirst over a porn star | Mixed | Abusive | User Added |
| Niggas wifing hoes & ugly bitches 😂😂😂😂 I get on Facebook just to remind myself I'm doing fine | Mixed | Abusive | User Added |
| Niggas who talk about pussy the most get the least RT @FrancoisKilljoy: @202SOLE @quanb24 @BALTsneakerShow what a shine box? Glittery pussy? | Mixed | Abusive | User Added |
| Niggas who stand in line for Jays mad at me now. ehh fuck you. I pull hoes nd stunt without em on | Mixed | Abusive | User Added |
| Niggas wear wigs more than bitches these days. | Mixed | Hate Speech | User Added |
| Niggas trash AF | Mixed | Abusive | User Added |
| Niggas that eat mussels, eat pussy too #str888 #FACTS | Mixed | Abusive | User Added |
| Niggas talking bout 'these hoes ain't loyal' but they been to 6 different barbers. | Mixed | Abusive | User Added |
| Niggas talk more then bitches these days | Mixed | Abusive | User Added |
| Niggas talk more than bitches these days | Mixed | Abusive | User Added |
| Niggas swear they don't trust these hoes but be fucking raw 😐😂smh | 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