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 |
|---|---|---|---|
| Col. Sanders, Part 2: "...and those sons of bitches— they dragged it out and extended it and watered it down that I’m so goddamn mad!" | Mixed | Abusive | User Added |
| Coke and white bitches. | Mixed | Abusive | User Added |
| Code of slience pussy! HM nigga free my nigga ceddy. d ridah. quan. dollah. Dre n my nigga franc lukis n my nigga j mo | Mixed | Abusive | User Added |
| Cocoa puffs time bitch!!!! | Mixed | Abusive | User Added |
| Cocky bitches with front teeth that stick out from suckin they thumb < | Mixed | Abusive | User Added |
| Cock slappin bitches since 95 | Mixed | Abusive | User Added |
| Cnt trust or won't spare a bitch ogd , | Mixed | Abusive | User Added |
| Cmon! Need a yellow for Wilson! | Mixed | Safe | User Added |
| Clowney is a bitch nigga get his ass off my team | Mixed | Abusive | User Added |
| Clown ass nigguh | Mixed | Abusive | User Added |
| Cloud stay stealing peoples phrases first she takes jens by saying "friend" then she takes mine by saying "my nigg" get your own my nig dam | Mixed | Abusive | User Added |
| Close your eyes and let the world paint a thousand pictures, one good girl is worth a thousand bitches... | 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