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 |
|---|---|---|---|
| I name my niggas after nba playersmy nigga larry bird is a strait fuckin#shooter | Mixed | Abusive | User Added |
| I must have pissed this nigga off aha um, because he my hoe & he acting OUTTA line 😂😭 | Mixed | Abusive | User Added |
| I must be a bitch | Mixed | Abusive | User Added |
| I moved that niggah anyways. | Mixed | Abusive | User Added |
| I missing something of my ofay friends. Day all scared by da recent happenings. Don't chu worry...ol Lamar say you like da colored folk | Mixed | Hate Speech | User Added |
| I miss you being a wee cheeky cunt to me, sad times #missAbby | Mixed | Abusive | User Added |
| I miss my monkey 😕 | Mixed | Safe | User Added |
| I miss my flip phone .. That bitch never died | Mixed | Abusive | User Added |
| I miss my fag friends | Mixed | Abusive | User Added |
| I miss her but I can't bitch I was the one who fucked up, whatever | Mixed | Abusive | User Added |
| I miss having Jihadist bitches in my crosshairs... Ahhh the good ol days... | Mixed | Abusive | User Added |
| I miss Twinkies and Susie Qs. Tragic loss to society. What is next? Pixie Turtles? | Mixed | Safe | 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