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 |
|---|---|---|---|
| Fuck her pussy fuck her mouth fuck her ass cause she nasty | Mixed | Hate Speech | User Added |
| Fuck her pussy 🍆🐯 Fuck her mouth 🍆👄 Fuck her ass 🍆💩 😂😂 cause she nasty | Mixed | Abusive | User Added |
| Fuck her pussy 🌵🐱 fuck her mouth 🌵👅 fuck her ass 🌵🐴 cause she nasty | Mixed | Abusive | User Added |
| Fuck fleeto like, id cut you cunts up :/ | Mixed | Abusive | User Added |
| Fuck fight music bitch this is losing ya life music | Mixed | Abusive | User Added |
| Fuck drama class. This bitch boring as hell | Mixed | Abusive | User Added |
| Fuck dat bitch | Mixed | Abusive | User Added |
| Fuck da bulls and your trash ass music nigga “@FREDOSANTANA300: Fuck da Cavs” | Mixed | Abusive | User Added |
| Fuck class gon be a bitch tomorrow | Mixed | Abusive | User Added |
| Fuck boi fag | Mixed | Hate Speech | User Added |
| Fuck bitches get money mission complete! | Mixed | Abusive | User Added |
| Fuck bitches get money ayyyyeeeee | 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