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 |
|---|---|---|---|
| Why do I play these scary PC games? Cuz im not a pussy and i like being scared shitless | Mixed | Abusive | User Added |
| Why do I have the worst BM in the world smh this bitch the devil ! | Mixed | Abusive | User Added |
| Why did you release my nudes you cunt...? @sickgirl12345 http://t.co/Nn4OdiZR8l | Mixed | Abusive | User Added |
| Why can't you be humble like your moms and not hoes | Mixed | Abusive | User Added |
| Why can't there be bomb single bitches available on tap? | Mixed | Abusive | User Added |
| Why can't I have colored eyes like my siblings 😭😭 | Mixed | Safe | User Added |
| Why black girls gotta be thots? Ain't nobody bringing up the fat white hoe you fucked back in middle school. #LoveOurWomen | Mixed | Abusive | User Added |
| Why bitches quick to have a nigga baby, then be suprised when she taking care of it by herself? | Mixed | Abusive | User Added |
| Why bitches get so hype an mad when u asked if they suck dick like yes or no telly tubby | Mixed | Abusive | User Added |
| Why bitches act like I CAN'T READ or like words don't have a meaning. | Mixed | Abusive | User Added |
| Why beg for nudes when you could fuck that bitch and make a video. Staring yourself and you get some booty, win win. | Mixed | Abusive | User Added |
| Why are you the only thick character in the game? Why I gotta play a skinny bitch? @KimKardashian | 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