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 |
|---|---|---|---|
| Fuck that I got a curfew I break that bitch tho idgaf , she could fuss and curse at me when I get home lmfao | Mixed | Abusive | User Added |
| Fuck that Dancehall shit, thru that #TWERKTAPE on bitch | Mixed | Abusive | User Added |
| Fuck rebuild the tranny, I'm driving it like its been for the last 4 years till it finally goes out 😂😂😂 | Mixed | Abusive | User Added |
| Fuck off bitch | Mixed | Abusive | User Added |
| Fuck nigguh Trynna talk it out. Wtf we Finna talk about? | Mixed | Abusive | User Added |
| Fuck niggah add it up..>>> | Mixed | Abusive | User Added |
| Fuck my Ex bitch | Mixed | Abusive | User Added |
| Fuck ms. Patrick that bitch can't teach for shit | Mixed | Abusive | User Added |
| Fuck it, its 4 am why am I tweeting as if anyone is going to answer me, y'all niggers don't reply at 4 pm. Niggerfag Niggerfag Niggerfag | Mixed | Abusive | User Added |
| Fuck is yaw sayin bitch my hood love me🚥⚡🏰 | Mixed | Abusive | User Added |
| Fuck is Yall sayin bitch ma h456d love me 👌 | Mixed | Abusive | User Added |
| Fuck her right in the pussy. | 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