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 |
|---|---|---|---|
| Only Americans would hire white trash with ties to international terrorism as police officers. | Mixed | Hate Speech | User Added |
| Only Americans are degenerate enough to 'honor' their war dead by having a barbecue. Anyone who 'grills out' for Memorial Day is trash. | Mixed | Safe | User Added |
| One time this girl asked my what my problem was, I instantly replied I love bad bitches 😂😂 | Mixed | Abusive | User Added |
| One time in high school, this girl told my friend that he needed proactive. So he told her she needed weight watchers. HAHAHA bitch. | Mixed | Abusive | User Added |
| One thing u can't get me to do is trust a bitch | Mixed | Abusive | User Added |
| One thing i always tell my lor cousins big cousins my bitches && niggah u always gonna be good regardless | Mixed | Abusive | User Added |
| One thing about it .. I'm a loyal a$$ nicca | Mixed | Abusive | User Added |
| One thing I never did and that's love a bitch cuz I'm Drillin shit. I only love my clique | Mixed | Abusive | User Added |
| One thing I love about russel Wilson, he ain't a bitch about runnin it | Mixed | Abusive | User Added |
| One thing I love about my relationship is we have an understanding that we don't like cute shit. Cute is for the birds. | Mixed | Abusive | User Added |
| One thing I hate more than Lightskin niggas, is a Confused bitch like either you go fwm or you gon fw these niggas. ✋😴 | Mixed | Abusive | User Added |
| One thing I can't stand is texting bitches that got droids | 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