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 |
|---|---|---|---|
| Please remember to wear your seatbelt and drive safely on the roads. | English | Safe | Seeded |
| The weather is perfect today for a walk in the park. | English | Safe | Seeded |
| I am looking forward to attending the conference next week in Kitwe. | English | Safe | Seeded |
| Thank you so much for your kind words and continuous support. | English | Safe | Seeded |
| We should support local businesses to grow our national economy. | English | Safe | Seeded |
| Congratulations to the team on winning the tournament, very well deserved! | English | Safe | Seeded |
| This is a beautiful morning in Lusaka, hope everyone has a wonderful day! | English | Safe | Seeded |
| You must be brain-dead to write such a moronic comment. | English | Abusive | Seeded |
| This is a fucking terrible service, I want my money back you scammers. | English | Abusive | Seeded |
| Stop talking, your voice is incredibly annoying and you are ugly. | English | Abusive | Seeded |
| Get your shit together, you are a pathetic excuse for a human. | English | Abusive | Seeded |
| Go to hell, I don't give a damn about your stupid opinions. | English | Abusive | Seeded |
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