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 |
|---|---|---|---|
| You're pussy ass set don't mean shit to me. | Mixed | Abusive | User Added |
| You're not a very good listener “@_NoVacancies: “@DJZeeti: twitpic a selfie with a bad bitch @ZeetisGirls” http://t.co/TGqzQSzJi1” | Mixed | Abusive | User Added |
| You're no way near about that life bitch lmao | Mixed | Abusive | User Added |
| You're like a lucky leprechaun with a charmed day on your hand... More for Gemini http://t.co/2nx6NlOxOe | Mixed | Safe | User Added |
| You're just trash like sorry | Mixed | Safe | User Added |
| You're just another nigguh. | Mixed | Hate Speech | User Added |
| You're irrelevant, bitch | Mixed | Abusive | User Added |
| You're dismissed bitch. @ConchGunny: @00_jackie no.. i wanna play with you thumper..” | Mixed | Abusive | User Added |
| You're black? Your name looks Hungarian. You marry a Hunky? @JulieSczesny @ChrisLoesch | Mixed | Safe | User Added |
| You're an ugly fucking bitch, get off your high horse | Mixed | Abusive | User Added |
| You're an ugly fat cunt whore. You need to odee | Mixed | Abusive | User Added |
| You're all just crows on the power lines. | 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