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 |
|---|---|---|---|
| @Pribski86 idgaf hoe | Mixed | Abusive | User Added |
| @Prettyflacko21 taking off like a bitch bra | Mixed | Abusive | User Added |
| @Pretty_WarZone shouldve caught it the first time nigger | Mixed | Abusive | User Added |
| @PrayForJack new york niggas quick to take off on a bitch in public boy lol!!!!! | Mixed | Hate Speech | User Added |
| @PraviKingDino you like men faggot. | Mixed | Abusive | User Added |
| @PraviKingDino bitch | Mixed | Abusive | User Added |
| @PowlengMawi yung nakalagay sa second page ng handout na may closed ended questions etc. Tapos lalagay sa 1/2 yellow pad | Mixed | Safe | User Added |
| @Police_TactGear Article is flawed. Took my first CHP with BRPD. Was well done. Even had 2 ghetto gals with a jammy Hi-purnt 9 but well done | Mixed | Abusive | User Added |
| @Pohlman2 do I look like mike Vick bitch | Mixed | Abusive | User Added |
| @Poffalicious hell no man I'm retarded good at situps.. that run was weak tho | Mixed | Abusive | User Added |
| @Po0pdogg back up faggot | Mixed | Hate Speech | User Added |
| @Pnolia_jay shut up bitch nigga | 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