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 hate hoes who be looking all nice nshit with their hair and nails done, but they kids look like they BARELY survived a tornado | Mixed | Abusive | User Added |
| I hate hoes | Mixed | Abusive | User Added |
| I hate going to parties where really fat bitches go and act like theyre the shit because theyre at the party. Like damn Nessie im here too | Mixed | Abusive | User Added |
| I hate ghetto bitches with a passion.. | Mixed | Abusive | User Added |
| I hate females that push their asses out as they walk. You know you look like a retarded Flamingo, right? | Mixed | Abusive | User Added |
| I hate fat bitches | Mixed | Hate Speech | User Added |
| I hate dumb bitches | Mixed | Hate Speech | User Added |
| I hate drinking by myself. Everyone's so fucking boring now. Fuck you guys, I'll be fun by myself pussies ✌️ | Mixed | Abusive | User Added |
| I hate bitches. Thirsty ass bitches | Mixed | Abusive | User Added |
| I hate bitches with thick eyebrows | Mixed | Abusive | User Added |
| I hate bitches with bad eyebrows | Mixed | Abusive | User Added |
| I hate bitches who thinks everyone wants their nasty ass like no ✋ you're not cute 😒 | 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