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 |
|---|---|---|---|
| @ImEthan_Gregory eyy that pushin one for me bro cause you know that bitch better blow hah | Mixed | Abusive | User Added |
| @ImASpiderG you a bitch nigga | Mixed | Abusive | User Added |
| @Ilovebamf is my big long lost brother I swear. I don't know what I'd do without this wetback. | Mixed | Abusive | User Added |
| @Ilovebamf Whats it say... I see bird in it... Lmao | Mixed | Safe | User Added |
| @IleanaGeorgina @Enriquuee_ kike your a soft nigga 😂 | Mixed | Abusive | User Added |
| @Iemonaids right in the pussy | Mixed | Abusive | User Added |
| @Iemonaids done that spell check we know you meant fat liberal Dyke feminist Nazi bitches | Mixed | Hate Speech | User Added |
| @Iemonaids Id break that little bitches finger | Mixed | Abusive | User Added |
| @Iemonaids I'd pop dat lemon for some real pussy. | Mixed | Abusive | User Added |
| @Iemonaids @drugulaa some of them bitches give you more than a virus | Mixed | Abusive | User Added |
| @IdiotOlympics @ForTheMen fuck her right in the pussy | Mixed | Abusive | User Added |
| @Icy_Rapture more like Look at all those bitches | 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