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 |
|---|---|---|---|
| Sitting up here next to the neighborhood crazy bitch & she keeps randomly busting out laughing. | Mixed | Abusive | User Added |
| Sitting on the deck, enjoying a #StoneIPA, watching/smelling the neighbors burn trash. #Missouri http://t.co/m9wYnrLtWz | Mixed | Safe | User Added |
| Sitting on the deck, enjoying a #StoneIPA, watching/smelling the neighbors burn trash. #Missouri http://t.co/VlnhyAhaEW | Mixed | Safe | User Added |
| Sitting at the bar at work watching Walking Dead and all these fucking wetbacks decide to come in & turn on their spic music. Jesus Christ | Mixed | Hate Speech | User Added |
| Sitting alone watching White Chicks, no pants, fuzzy blankets, tea || turn up | Mixed | Safe | User Added |
| Sit the fuck down bitch RT @410_Mal: STFU RT @Thotcho: Y’all act like it doesn’t get cold in Denver. | Mixed | Abusive | User Added |
| Sit on my face, M U A H, before i eat da pussy, i say my grace 🙏 | Mixed | Abusive | User Added |
| Sis said go to sleep I said bitch it's our b day I ain't sleeping 😜😜😜 | Mixed | Abusive | User Added |
| Siri is terrible #cunt | Mixed | Abusive | User Added |
| Single like a dollar fucking bitches like im slater ..AWW MANE! | Mixed | Abusive | User Added |
| Single colored man looking fo a single white woman. Fat OK. I'm nigga | Mixed | Abusive | User Added |
| Since you hoes wanna be childish 😂😂😂 http://t.co/P6v3xPXnrZ | 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