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 |
|---|---|---|---|
| You're all faggot fuckheads. | Mixed | Hate Speech | User Added |
| You're a stupid hoe | Mixed | Abusive | User Added |
| You're a stupid fucking bitch | Mixed | Abusive | User Added |
| You're a pussy shut up | Mixed | Abusive | User Added |
| You're a hoe ass faggot bitch cunt nigga | Mixed | Abusive | User Added |
| You're a faggot if you use the cover your face emoji | Mixed | Hate Speech | User Added |
| You're a dumb bitch. Wow. | Mixed | Abusive | User Added |
| You're a bitch dawg. A straight bitch. | Mixed | Abusive | User Added |
| You're a bitch & I hate you | Mixed | Abusive | User Added |
| You're a bad bitch and I want you. | Mixed | Abusive | User Added |
| You'll never catch me in public with a chick that got an iPhone 4s. I'm only seen in public with classy bitches | Mixed | Abusive | User Added |
| You’re a little bitch RT @FuckingCashBro: RT @Thotcho: my team got blown out in the Super Bowl | Mixed | Hate Speech | 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