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 |
|---|---|---|---|
| Got these hoes lurkin got these niggahs talkin | Mixed | Abusive | User Added |
| Got the Vector Job, bitch. | Mixed | Abusive | User Added |
| Got one bitch in economy and one bitch back in coach. | Mixed | Abusive | User Added |
| Got myself a new job bitches! 👊 | Mixed | Abusive | User Added |
| Got my vans on.. My pockets chunky | Mixed | Safe | User Added |
| Got my shit changed doe , find the PW now bitches ! Haha | Mixed | Abusive | User Added |
| Got my own place , pay my own bills & rent & 2 jobs. Tf am I worried about a next bitch for? | Mixed | Abusive | User Added |
| Got my mind made nicca ... Fuk u pay me! | Mixed | Abusive | User Added |
| Got ketchup on my swim trunks... Sum bitch | Mixed | Abusive | User Added |
| Got hit on by a 70 yr old cripple...& thinking, even if I were to accept your sexual advances there wouldn't be much you could do about it. | Mixed | Abusive | User Added |
| Got good pussy. But ion eat her tho. | Mixed | Abusive | User Added |
| Got damn the Lakers trash.... | 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