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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| this ho on Lifetime cray | Mixed | Abusive | User Added |
| this hair screams bitch | Mixed | Abusive | User Added |
| this guy is the biggest faggot omfg | Mixed | Hate Speech | User Added |
| this guy @ToksVisions is in here singing negro spirituals n shit | Mixed | Abusive | User Added |
| this fat bitch was preaching like "we have too many fat and lazy people!!" haVE YOU SEEN A MIRROR WTF | Mixed | Abusive | User Added |
| this could be my last breath I'ma take my time, cause I'ma go out the same way I came in Right by the pussy with nothin' on my mind | Mixed | Abusive | User Added |
| this bitch... lol | Mixed | Abusive | User Added |
| this bitch think he care about her talents | Mixed | Abusive | User Added |
| this bitch sounds like she's gettin raped by other.cats lmfaoo the.fuckkkk closing the window, whore cats | Mixed | Abusive | User Added |
| this bitch said "Bookie spend the night with me for a week" Wait.. what? you got me fucked up lol | Mixed | Abusive | User Added |
| this bitch need to wake up asap lol | Mixed | Abusive | User Added |
| this bitch just said id suck your dick if it was legal to my cat | 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