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 |
|---|---|---|---|
| @NG5_ Thirsty Giants are always like "ho, ho, ho" | Mixed | Safe | User Added |
| @NFLonFOX Random thought - If a bird crossing the path of a FG try were impacted by ball causing it to deflect off course. Re-kick or miss? | Mixed | Safe | User Added |
| @NFLBadwitch bitch please. Don't get shot, Doug. @TheJazzyBelle | Mixed | Abusive | User Added |
| @NCPostGrad bitch please. | Mixed | Abusive | User Added |
| @Mymangot2JOBS_ lmao yes bitch 😂💀💀💀💀💀 | Mixed | Abusive | User Added |
| @Myalynn__x3 mhm bitch don't play with your life 🔫 | Mixed | Abusive | User Added |
| @Myalynn__x3 freeze bitch 😂😂 | Mixed | Abusive | User Added |
| @Myalynn__x3 bitch im sick . | Mixed | Abusive | User Added |
| @MyNameShouldBe only one problem theres a "no pussies allowed" sorry @kerrythekilla... | Mixed | Hate Speech | User Added |
| @MyKat_Meows some blockhead hoe, she ain't nothing,boo | Mixed | Abusive | User Added |
| @MyKat_Meows bitch | Mixed | Abusive | User Added |
| @MyKat_Meows I don't know, I'm hoe-less, so I don't know where they congregate | 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