Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
๐ฟ๐ฒ
Unified (All)
๐ฟ๐ฒ
Chibemba
๐ฟ๐ฒ
Chinyanja
๐ฟ๐ฒ
Chitonga
๐ฟ๐ฒ
Silozi
๐ฌ๐ง
English
๐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| A tonga will never rule this country, unless over my dead body | Mixed | Abusive | User Added |
| They will never come back into power because we already know that they are corrupt and group of thieves | Mixed | Abusive | User Added |
| Iยm not surprised, you are Asian, you all do thatย or ยYou women, always crying stupid tears for nothing | Mixed | Abusive | User Added |
| nobody likes you, you have everybody fooled, they only act like your friends to use you | Mixed | Abusive | User Added |
| you are a cold-hearted, immature bitch | Mixed | Abusive | User Added |
| Bembas are thieves by nature | Mixed | Hate Speech | User Added |
| Mother fucker | Mixed | Abusive | User Added |
| fuck off | Mixed | Abusive | User Added |
| Anus | Mixed | Abusive | User Added |
| Your Vagina! | Mixed | Hate Speech | User Added |
| Your dick! | Mixed | Abusive | User Added |
| Castrated dick! | 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