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 |
|---|---|---|---|
| I'm 81 and I still eat animal crackers #EMABiggestFans1D | Mixed | Safe | User Added |
| I'm 26 you bitch | Mixed | Abusive | User Added |
| I'm "walk into my local convenience store & the clerk says 'what up, girl? Keystone is on sale, yo!'" white trash. Line forms to the RIGHT. | Mixed | Abusive | User Added |
| I'll walk away with your money and leave a tip for your bitch | Mixed | Abusive | User Added |
| I'll stop drugs, alcohol, fags, sluts for you. Just give me a chance. It's been a year and I feel the same, that clearly means something. | Mixed | Abusive | User Added |
| I'll still let the plastic bitch do her dollar @DigHerLow. | Mixed | Abusive | User Added |
| I'll start at the butt and work my way to the pussy | Mixed | Abusive | User Added |
| I'll round up my hoes in a little bit | Mixed | Abusive | User Added |
| I'll quit being a bitch when you quit being a fake friend. 👍✌️ | Mixed | Abusive | User Added |
| I'll pay yall niggas to get lost, how much y'all hoe niggas gunna cost | Mixed | Abusive | User Added |
| I'll live my life the way I want bitch | Mixed | Abusive | User Added |
| I'll let u clam on top and let dat nookie pop I'm in dat cookie jar I ain't no rookie girllll | Mixed | Safe | 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