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 |
|---|---|---|---|
| Fucking flake ass bitches | Mixed | Abusive | User Added |
| Fucking faggots @DMVFollowers aren't from or live in DC, Maryland or VA | Mixed | Hate Speech | User Added |
| Fucking douche bro. You're a fag | Mixed | Abusive | User Added |
| Fucking cunts. | Mixed | Abusive | User Added |
| Fucking bitches never hit a nigga back up | Mixed | Abusive | User Added |
| Fuckin' moron, snortin' oxycontin, wearin' cotton, oxymoron, like buff faggots playin' sissy dikes | Mixed | Abusive | User Added |
| Fuckin' #faggots, man. #science knows these FUCKS can't procreate without the help of "breeders" but we treat them #fancy? #sin | Mixed | Hate Speech | User Added |
| Fuckin pussies passed out. | Mixed | Abusive | User Added |
| Fucken pussy | Mixed | Abusive | User Added |
| Fucked your bitch, just met her 😏 | Mixed | Abusive | User Added |
| Fucked up when a freak hoe tell you ya posed to be homeboy was pillow talking too .. #FukNiccas | Mixed | Abusive | User Added |
| Fucked the shit out yo bitch earlier she said she couldn't stand straight | 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