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 |
|---|---|---|---|
| California is home to skater trash. | Mixed | Hate Speech | User Added |
| California has gangs because California is trash. | Mixed | Safe | User Added |
| Caleb's a dick and Hanna's a bitch I hate them both now 😪😡😡😡 | Mixed | Abusive | User Added |
| Caleb needs to stop being a little bitch. | Mixed | Abusive | User Added |
| COME TO TND!!!! Atrocities starts at 7, followed by Lost Cause, Auramea, Night Verses, and NORMA JEAN! Let's fill this bitch. | Mixed | Abusive | User Added |
| CNT nobody be mad at who he choose to be with I can't be mad at no bitch its the nigga so hay | Mixed | Abusive | User Added |
| CLEARY diz princess iz a bad bitch. http://t.co/jV1SA1b2xw | Mixed | Abusive | User Added |
| CEBROS and corporate hoes | Mixed | Abusive | User Added |
| CAIR Publishes a Hit List for Jihadis http://t.co/hvVfXypmHm via @RealJTP If you are a red blooded #American you may be on the list.. | Mixed | Safe | User Added |
| Bytch was an infant... «@Mr_JSmart24 How the hell this bitch 18 talking bout how much she remember bout Pac before he died!?!» | Mixed | Abusive | User Added |
| Bye, Bye Charlie Strong. | Mixed | Safe | User Added |
| Bye bitch. | 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