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 |
|---|---|---|---|
| @yoPapi_chulo @0beytheLAU @Huntermoore that bitch needs a tittielift | Mixed | Abusive | User Added |
| @yoKBFILTHY shit is trash | Mixed | Abusive | User Added |
| @yoIorosa -the base) and would mean it would hurt like a bitch to have one broken off. | Mixed | Abusive | User Added |
| @yfly23 mock draft? | Mixed | Safe | User Added |
| @yendys45 LMFAO thats dead them hoes gotta pay | Mixed | Abusive | User Added |
| @yelafox @_saharbabyy because hoes disguise themselves as real women | Mixed | Abusive | User Added |
| @yeaThtsMyBitch trash | Mixed | Abusive | User Added |
| @yeXystuSm8 @HeilSidious Because either way that makes you a bitch. | Mixed | Abusive | User Added |
| @yawlknow @HoskinsTy96 "all of these rednecks and none of them can keep the fire lit" 😂😂 | Mixed | Hate Speech | User Added |
| @yajairab2 im not a nigglet 😔 | Mixed | Abusive | User Added |
| @yaboysloth you pissing in my trash can again? | Mixed | Abusive | User Added |
| @yaboisergio @janessaangelina me n glo boy will get young chop in that bitch too | 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