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
See... he already know he a faggot lmao Mixed Abusive User Added
See> Its a FINE LINE> Killing #faggots doesn't change the source of their creation. Which is #Stupid PEOPLE #overbreeding> #PERIOD> Mixed Hate Speech User Added
See you on the #tron side bitches......... Mixed Abusive User Added
See you fags in 8 hours Mixed Abusive User Added
See why these pussies need their guns! http://t.co/6CHtQNr3mU Mixed Abusive User Added
See when you paid them bitches pay attention but when you broke you never mentioned so fuck em and keep it strictly pimpin Mixed Abusive User Added
See two of his bitches in the cluuuuub “@_TonyHilfiger: What he do for a living? http://t.co/CS9dfgl7EW” Mixed Abusive User Added
See the jumbotron? That’s where the jig is Mixed Safe User Added
See niggas they be mad and all these hoes go 🙈 Mixed Abusive User Added
See my nig @officialccane today somebody who understands the music like me !! Mixed Abusive User Added
See me ride out of that sunset, on your, colored TV screen #TNT #ACDC Mixed Safe User Added
See bitches ruin sports kobe don't play no damn football. Either you was looking to be mentioned for stupidity or ya momma a hoe. Or both. Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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