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 |
|---|---|---|---|
| "@savage_twotone: Next year bitches is gonna be like you gotta promise you won't expose me 😂😂😭" | Mixed | Abusive | User Added |
| "@rugbysocklad: Lads being Lads! http://t.co/f3UJcYJ4OF" fuck yeah. I love scally lad action. Hot trainers too. | Mixed | Abusive | User Added |
| "@rugbysocklad: Helping out a mate!! http://t.co/eMNAdO1QOj" I love scally play. Fuck yeah | Mixed | Abusive | User Added |
| "@rugbysocklad: Hell yeah bro! http://t.co/9yIb45UD6c" fuck yeah sexy scally lad in hot gear | Mixed | Abusive | User Added |
| "@rugbysocklad: Fit lads! Nice gear! http://t.co/ThnXX1lC1M" these scally lads n trainers would get it | Mixed | Safe | User Added |
| "@royalswagg_: using y=mx+b to find the slope of that ass" | Mixed | Abusive | User Added |
| "@ronald_iongi: Ummmmmm okay http://t.co/4BVLsci5K5" you got hoes from left to right 😂😂 do yah thang! | Mixed | Abusive | User Added |
| "@roLLYuP23: No text back? I don't give a fuck, I'll text another bitch" damn someone is hurt lol | Mixed | Abusive | User Added |
| "@riananewman: @22EdHam brownies tonight" what kind?!?! | Mixed | Safe | User Added |
| "@rhythmixx_: I told Mariam to but cigarettes for her birthday" You also called me trash rn | Mixed | Safe | User Added |
| "@realFORTES: Grudges are for weirdos"and bitches | Mixed | Abusive | User Added |
| "@queendulaaa: Got a couple bitches saying they know me But I’ma let the money talk for me 😎👌" AND I'M LIKE... #WWYD | 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