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 this hoe ass professor she looks like an extra from Halloween town. | Mixed | Abusive | User Added |
| Fuck this fuckin bitch and her stupid analysis bullshit | Mixed | Abusive | User Added |
| Fuck this bitch idc #TGIF | Mixed | Abusive | User Added |
| Fuck this I need a fat bitch, these skinny bitches ain't hungry for da mula hahaha | Mixed | Abusive | User Added |
| Fuck these hoes im gone ✌️ | Mixed | Abusive | User Added |
| Fuck these bitches RT @KingHorseDick: Stop women bashing RT @viaNAWF Them women don't exist in this generation. | Mixed | Abusive | User Added |
| Fuck them kids bitch | Mixed | Abusive | User Added |
| Fuck them hoes you got that award already. | Mixed | Abusive | User Added |
| Fuck them bitches😭😭😭 | Mixed | Abusive | User Added |
| Fuck the rockets and everything they get with d Howard bitch ass. Signed bitter laker fan. Lol | Mixed | Abusive | User Added |
| Fuck the cowboys the giants the redskins #EaglesNation #BleedGreen | Mixed | Abusive | User Added |
| Fuck the courts!!! How is a $35 fine add up to $445 MF dollars 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