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 |
|---|---|---|---|
| dumb ugly stupid bullshit ass bitch 👊👊👊 | Mixed | Hate Speech | User Added |
| drop it a day early fuck niggas need to hear it now “@YoungGizzle_: #ED1 was so hard 🔥but that's trash compared to #ED2” | Mixed | Abusive | User Added |
| draymond green a bitch ass nigga bruh | Mixed | Abusive | User Added |
| drake needs to make up his mind. Be a rapper or a bitch? haha | Mixed | Abusive | User Added |
| dope in the bag, pretty bitch on the side I sell dope in the back,if you tryna get high #ty | Mixed | Abusive | User Added |
| dope in the bag pretty bitch on the side | Mixed | Abusive | User Added |
| dont trust a hoe never trust a hoe | Mixed | Abusive | User Added |
| dont make direct eye contact with anything..birds cats nothing lol RT @EVBY_HATES_ASH: I'm going out west to bu (...) http://t.co/oVpwk9I3 | Mixed | Safe | User Added |
| dont call me a nigguh unless u call me my nigguh | Mixed | Abusive | User Added |
| dont acknowledge these hoes. | Mixed | Abusive | User Added |
| donkey son of a bitch mother fucker | Mixed | Abusive | User Added |
| done with all the riff raff, bitchin with your bitch assss | 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