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 |
|---|---|---|---|
| got these bad bitches waiting on me | Mixed | Abusive | User Added |
| got my bitch in her whip coming to pick me up | Mixed | Abusive | User Added |
| got like 4 hoes in my low pro | Mixed | Abusive | User Added |
| got cramps bitches? #smokeweed #teamloudpack | Mixed | Abusive | User Added |
| got ah tight schedule... fuck ur bitch just met her!!! | Mixed | Abusive | User Added |
| got a death wish against like 675 cunts, I'm just no a happy man #fuckittt | Mixed | Abusive | User Added |
| got a bitch so bad you can't afford to fuck | Mixed | Abusive | User Added |
| goodnight you stuck up twats for not laughing at my tweets | Mixed | Abusive | User Added |
| good dick tattoos bitches like dat... talk to dem any kind of way the bitches like dat... | Mixed | Abusive | User Added |
| gonna have them pussies mix up some concrete today. teach them to pose like me. I am a badass motherfucker. and I will let you be too (: | Mixed | Abusive | User Added |
| gonna get a tattoo of a teardrop on my dick cause i murdered that pussy | Mixed | Abusive | User Added |
| god i cant fucking stand waiters who bitch about people not tipping. GET A REAL FUCKING JOB | 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