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 |
|---|---|---|---|
| bitches ain’t shit, and they ain’t saying nothin’ | Mixed | Abusive | User Added |
| bitches | Mixed | Abusive | User Added |
| bitch you're white stfu with your shitty Spanish | Mixed | Hate Speech | User Added |
| bitch you knew I was on your trail — Mybad http://t.co/SMpitRCzSA | Mixed | Abusive | User Added |
| bitch you guessin | Mixed | Abusive | User Added |
| bitch you gotta glo up one day. | Mixed | Abusive | User Added |
| bitch you better not disappoint me. madonna and britney and xtima have RT @gwenstefani: My new single #BabyDontLie is coming Monday!! | Mixed | Abusive | User Added |
| bitch you be lagging lol @JawShoeeAhhh | Mixed | Abusive | User Added |
| bitch with all niggas, hmmm she either gay or a HOE | Mixed | Abusive | User Added |
| bitch whats the plan, yo box irrelevant | Mixed | Abusive | User Added |
| bitch we are the realest boyz. | Mixed | Abusive | User Added |
| bitch u kno my game tight | 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