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 |
|---|---|---|---|
| I swear nobody actually cares about Valentine's day unless they are single & jaded and want to bitch. ❌⭕️❌⭕️🌹 | Mixed | Abusive | User Added |
| I swear ion see how broke niccas still out here gettin pussy smh | Mixed | Abusive | User Added |
| I swear girls with good pussy think that's the answer to everything | Mixed | Abusive | User Added |
| I swear females think they know me.... bitch you don't know my intentions you just think you do | Mixed | Abusive | User Added |
| I swear dis hoe doinv this grown n sexy challenge look like a lightskinned gremlin. | Mixed | Abusive | User Added |
| I swear bitches wouldn't have nothing to worry about but they don't know how to shut the fuck up. | Mixed | Abusive | User Added |
| I swear bitches is looney I like a pic ...& I'm fucking that bitch😂😂😂 | Mixed | Abusive | User Added |
| I swear ain't nothing worse than a bad bitch that lost it | Mixed | Abusive | User Added |
| I swear a nicca sleep but im up .. Tired as fuk! | Mixed | Abusive | User Added |
| I swear Newnan utilities be gettin a nicca .. Bout to start reading my own damn meter | Mixed | Abusive | User Added |
| I swear I worry about me and nothing's but me. I keep no other bitch on my radar.... I'm not gay.... 🆗 | Mixed | Abusive | User Added |
| I swear I needa go on n go back to the old me because bitches think its a game apparently. Let's be real ! | 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