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 |
|---|---|---|---|
| If you love somebody, you can't cheat, have hoes, do certain shit cause them limits type shit. | Mixed | Abusive | User Added |
| If you like the 24k gold rillos, your a pussy | Mixed | Abusive | User Added |
| If you know a guy has a newborn baby why the fuck are you trying to talk to him? Desperate ass hoe | Mixed | Abusive | User Added |
| If you kill all cops and cracker babies, what next?????? Black states, white states, and Latino states? Isn't that moving backwards? | Mixed | Hate Speech | User Added |
| If you jump someone you're a bitch regardless the situation | Mixed | Abusive | User Added |
| If you jump someone you're a bitch | Mixed | Abusive | User Added |
| If you hoes stop shaving I'm running around spraying nair on all of y'all. | Mixed | Abusive | User Added |
| If you have your friends jump into a fight, it shows that you're just an overall pussy. | Mixed | Abusive | User Added |
| If you have chemistry the only other thing you need is timing.. But timing's a bitch. | Mixed | Abusive | User Added |
| If you hang with hoes, you're a hoe by association. If you try and debate this, you're a hoe. If you get offended by this, you're a hoe.💯 | Mixed | Abusive | User Added |
| If you got to act like you cuffing a bitch to get ass your a lame forreal 😂 , real niggas let bitches know what it is from jump❗️ | Mixed | Abusive | User Added |
| If you got tats on your breast, you a trash ass bitch and stay far away from me with Ya acid pussy. | 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