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 |
|---|---|---|---|
| Lilly just tried to climb up a tree after a bird and completely failed oh my god 😂 | Mixed | Safe | User Added |
| Lil seaside hoes walkin to our side... For whaaat😂 | Mixed | Abusive | User Added |
| Lil riri sittin pretty while u bitches layin petty | Mixed | Abusive | User Added |
| Lil hoe tweets on point | Mixed | Abusive | User Added |
| Lil dumb ass bitch I ain't fucking with you | Mixed | Abusive | User Added |
| Lil cuz need to help a bitch out | Mixed | Abusive | User Added |
| Lil bitch with enough ass && a future 😍😘 | Mixed | Abusive | User Added |
| Lil bitch dumb😂😂😂 | Mixed | Abusive | User Added |
| Lil bitch coulda let me go, I was right by my house ! | Mixed | Abusive | User Added |
| Lil bitch but her ass move 😝😜😜😜 | Mixed | Abusive | User Added |
| Lil bitch ass | Mixed | Abusive | User Added |
| Lil bitch | 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