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 |
|---|---|---|---|
| RT @misstannaebaby: Niggas all about sex now days. Unlike you bitches, i jus want somebody who gone better me as a young women | Mixed | Abusive | User Added |
| RT @missmollylo: Charlie wears women's clothing | Mixed | Safe | User Added |
| RT @missloloko: I see y'all 😂😂😂😂😂👀👀 which one of y'all side bitches made this 😭😭💀💀💀 http://t.co/p4JodaM2fm | Mixed | Abusive | User Added |
| RT @missknf: If your pussy was a book , I'd read up on it | Mixed | Abusive | User Added |
| RT @misskaee__: "@MrDavidRoss: How do you cheat on this ? 😒😴 http://t.co/wOgXy8wjIW" She's just like any other female with a pussy so who … | Mixed | Abusive | User Added |
| RT @mirijuana__: “@1BookieG: Hoes always say they a "rider" bitch stfu and ride this dick” lmaoooooooooooooooooooo 😭 | Mixed | Abusive | User Added |
| RT @mirah_101: i look at EVERY bitch ass that walk past me ! | Mixed | Abusive | User Added |
| RT @mirah_101: I think I'm addicted to naked pictures and sitting taking bout bitches that we almost had😅 | Mixed | Abusive | User Added |
| RT @minhazmerchant: Sonia never criticises Kejriwal. Kejriwal, who trashes every other leader, never criticises Sonia. Touching. | Mixed | Safe | User Added |
| RT @mindofamadd: “@MelilliTay: If you call my mom a bitch, your getting knocked out.”on mamas 👌 | Mixed | Abusive | User Added |
| RT @mimi_rillo These bitches @virginiayumyum @ Fine Fare Supermarket http://t.co/kimIKVi0 | Mixed | Abusive | User Added |
| RT @milesfan79: realest tweet i seen today RT @SoopSoo: …. Dyke bitches are rehab for hoes.And once im healed,back to the dick I go | Mixed | Hate Speech | 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