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 |
|---|---|---|---|
| "but I love him" nah bitch that ain't love. | Mixed | Abusive | User Added |
| "bitch my vagina is a little more resilient than that" -@rosestokoe | Mixed | Abusive | User Added |
| "bitch freak my shit" | Mixed | Abusive | User Added |
| "ayo i even kill handicapped and crippled bitches/look at my scalp real close and you'll see triple sixes" | Mixed | Hate Speech | User Added |
| "are we bitches?" - @chellyhernandez | Mixed | Abusive | User Added |
| "ain't it time for you hoes to get out of here" LOL this is what Ariana's mom says to us | Mixed | Abusive | User Added |
| "Yup. Fuck em @Aloha_Hoesss: Playing like trash RT @80sbaby4life Clippers don't wanna play lol" | Mixed | Abusive | User Added |
| "Your teeth are like the stars." "Aww thanks!" "Yeah... yellow and far away from each other." | Mixed | Safe | User Added |
| "Your homeboy looking bad and you giving cash to them hoes" | Mixed | Abusive | User Added |
| "Your a queer". 😒😒😒😒 | Mixed | Abusive | User Added |
| "You're fucked up" No shit you dumb ass cunt now go post pictures if your flat ass titties on ig slut | Mixed | Abusive | User Added |
| "You're a garden rose, and that bitch is a weed." | 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