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 |
|---|---|---|---|
| I hate texting boring bitches | Mixed | Abusive | User Added |
| I hate takin out the trash, I always be expecting a big ass dog to be in the alley or like a raccoon to jump out the dumpster | Mixed | Abusive | User Added |
| I hate stupid bitches who cry for stupid reasons | Mixed | Abusive | User Added |
| I hate self-rightous bitches in general but my people really get on my fucking nerve sometimes. | Mixed | Abusive | User Added |
| I hate self-rightous Black bitches. | Mixed | Abusive | User Added |
| I hate ratchet country hoes I'm ashamed | Mixed | Abusive | User Added |
| I hate pumpkin flavored items you other white bitches are crazy they're nasty 😷 | Mixed | Abusive | User Added |
| I hate pulling into stores. Niggas be staring like they never seen a bitch drive a car with rims and a system. . | Mixed | Abusive | User Added |
| I hate pretty bitches that chill with lame niggas | Mixed | Abusive | User Added |
| I hate people who talk loud, ignorant ass mother fuckers and ghetto people. | Mixed | Abusive | User Added |
| I hate my dog's name.. It sounds so ghetto. 😐 | Mixed | Safe | User Added |
| I hate how girls bitch about E V E R Y T H I N G | 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