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 |
|---|---|---|---|
| White trash have taken over every charity organization in the US. | Mixed | Hate Speech | User Added |
| White trash bash 😜🍻 http://t.co/wXVVTEM0Fc | Mixed | Abusive | User Added |
| White people always gave yellow ass teeth | Mixed | Abusive | User Added |
| White kids, black kids, yellow kids hell even purple kids, if you carry yourselves like Daniel #Geale you will go far. #GealeMundine2 | Mixed | Safe | User Added |
| White bus drivers are all white trash. #LosAngeles | Mixed | Hate Speech | User Added |
| White bitches be lovin da colored men | Mixed | Abusive | User Added |
| Whipped out some french in front of some babes at the post office. #winning | Mixed | Safe | User Added |
| Whipped http://t.co/EFSVjPqrwq | Mixed | Safe | User Added |
| Whipped cream ♥,♥ #endlesslove | Mixed | Safe | User Added |
| Which one of you hoes then downloaded that JailMail app.... | Mixed | Abusive | User Added |
| Which one .. Corey or Cory.. Or both 😂😂“@illmatic_kid: "He's half retarded"” | Mixed | Abusive | User Added |
| Which mean you hoes too STUPID ion want it around me #youhavejustbeenBLOCKED 🚧 | 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