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 |
|---|---|---|---|
| Man I wish this bitch would just STFU!!! | Mixed | Abusive | User Added |
| Man I thought that heifer was yo old bitch, when you first went to the feds I was that nigga she would smoke with. | Mixed | Abusive | User Added |
| Man I swear today's like nation hit tony while he's driving day.... This chink almost smashed into me... | Mixed | Hate Speech | User Added |
| Man I rather see the morning selfies of bitches who dont change they look with the case of the Mondays then see the jay/bey poster. Ijs. | Mixed | Abusive | User Added |
| Man I just watched that 50 shades of gay trailer and that shit looked like the wackest movie of all time. Y'all be hyping up trash on here | Mixed | Abusive | User Added |
| Man I hope she don't think I think she a hoe. @lezgnik | Mixed | Abusive | User Added |
| Man I do have hoes and they are all in the same location 🙍 | Mixed | Abusive | User Added |
| Man I can't stop looking at this hoe twerking on my Facebook | Mixed | Abusive | User Added |
| Man @Fugazi3011. Ducked me like a true hick. Would have split that white trash faggot lid | Mixed | Hate Speech | User Added |
| Making up Drake disses>> RT @RepMyCityX: @TyZebruh cant wait to call it trash and tell everyone that B L U will forver be the goat out of LA | Mixed | Safe | User Added |
| Making brownies | Mixed | Safe | User Added |
| Makeup save you hoes | 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