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 |
|---|---|---|---|
| @heavensenttynae nd you kno how much I love clams lol | Mixed | Safe | User Added |
| @heartlle @Kaleigh_McNasty bitch look like she gon blow away fr! | Mixed | Abusive | User Added |
| @hazelinaaax3 @olivia_hrbek @kristiexox3 fuck Olive that bitch | Mixed | Abusive | User Added |
| @hayyllss Merry Christmas Hun ! 🎅🎄❤️ | Mixed | Safe | User Added |
| @haylgroot ......bitch 😒 yeah it was me.. Caught me red handed, sorry @jennholly | Mixed | Abusive | User Added |
| @haylebopp last year i had to explain why "queer theory" is the acceptable academic term | Mixed | Safe | User Added |
| @haylebopp Diaval gets a pass by virtue of mostly being a bird. | Mixed | Safe | User Added |
| @haydenhill13 @aknadnrye @Sam_James3 @khalilreed indeed I did nigga is too over used so I use nigger | Mixed | Abusive | User Added |
| @harmon_lauren being a stupid bitch apparently. | Mixed | Abusive | User Added |
| @harley_schuder k bitch niggas | Mixed | Abusive | User Added |
| @harley_schuder hoe" | Mixed | Abusive | User Added |
| @harley_schuder bitch where you going? | 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