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 wasn't born last night, I know these hoes ain't right | Mixed | Abusive | User Added |
| I wasn't born last night I know these hoes ain't right | Mixed | Abusive | User Added |
| I was working hard as a bitch today, i deserve a reward. | Mixed | Abusive | User Added |
| I was with a bitch with a mustash for a year and a half? Wtf is wrong itch me | Mixed | Abusive | User Added |
| I was trying fuck something today and this bitch want lie talking bout his brother was on his phone. Lmfao I feel played. | Mixed | Abusive | User Added |
| I was told never fold & never sell my sole | Mixed | Safe | User Added |
| I was such a pussy back then lol like its crazy | Mixed | Abusive | User Added |
| I was smoking a blunt outside and these nasty country bitches jumped into the lake , naked 😂😂😂 that lake is nasty as fuck 😷 | Mixed | Abusive | User Added |
| I was playing music in the kitchen and now my mom keeps asking Tony "Why give a bitch your heart when she rather have a purse?" | Mixed | Abusive | User Added |
| I was lookin like 😳 when dem niccas told me dat shit | Mixed | Abusive | User Added |
| I was literally "trappin" when Drake dropped that "Take a bitch from any nigga, that's what we do!" line. I can taste the Hennessey now | Mixed | Abusive | User Added |
| I was kidding guys I don't have hoes, don't let @Lov3Tadaisha lie to y'all. | 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