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 |
|---|---|---|---|
| RT @TAXSTONE: These bitches will set you up the moment you stop fucking with them and they mad | Mixed | Abusive | User Added |
| RT @TAXSTONE: These bitches self esteem built off likes and their principles built off Instagram memes | Mixed | Abusive | User Added |
| RT @TAXSTONE: Shout out to all them bitches who don't own no designer shit and still look better than all YALL bitches with everything desi… | Mixed | Abusive | User Added |
| RT @TAXSTONE: Niggaz like all them naked bitches on IG pics NIGGAZ DONT LOVE EM | Mixed | Hate Speech | User Added |
| RT @TAXSTONE: If certain niggaz can even get my bitch attention hey can have it | Mixed | Abusive | User Added |
| RT @TAXSTONE: If YA bitch ex is a nigga u think is lame u might be lame for having a lame nigga old bitch | Mixed | Abusive | User Added |
| RT @TAXSTONE: If I look at my bitch she better shut up ain't no arguing with niggaz in the street or social networks | Mixed | Abusive | User Added |
| RT @TAXSTONE: I spray Clorox on the seat after bitches use it I ain't had that much trust in females since Sam Rothstein met Ginger | Mixed | Abusive | User Added |
| RT @TAXSTONE: A woman's revenge To a man is being a hoe | Mixed | Abusive | User Added |
| RT @Sydhinton922: If your boy breaks up with you and has a new girlfriend a couple days later, then there was something you didn't know abo… | Mixed | Safe | User Added |
| RT @Swizzzy: Pussy is pussy asses.. Thats how so many of yalls babys mommas hideous and u hiding her from the twittersphere | Mixed | Abusive | User Added |
| RT @Swizzzy: Peeps are trash.. Marsh mellows in general are 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