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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Short answer: Yes. ~ Sage Grouse Rebellion: Will Obama use two small birds to limit oil drilling in the West? http://t.co/TK0nZBBTte | Mixed | Safe | User Added |
| Shoot you and your shorty bitch | Mixed | Abusive | User Added |
| Shoot that nigga an his shorty bitch . | Mixed | Hate Speech | User Added |
| Shoot that nigga & his shorty bitch 💏🔫 | Mixed | Abusive | User Added |
| Shoot out wit yo niccas you da type to throw da Pistol 🙌 | Mixed | Abusive | User Added |
| Shoot dice let yo hoe fade me | Mixed | Abusive | User Added |
| Shoot dat nigga n his shordy bitch | Mixed | Abusive | User Added |
| Shittin on all my old hoes | Mixed | Abusive | User Added |
| Shit where the gay bitches at ? Come be witcha girl tonight 😏👅💦😋 | Mixed | Abusive | User Added |
| Shit that Seth says, "It's fatter than my cunt." | Mixed | Abusive | User Added |
| Shit is trash | Mixed | Abusive | User Added |
| Shit is fucking retarded, no one wants to see this shit | 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