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
Like , hoes ain't gone be satisfied until some more bodies come up missing in Hattiesburg .. Let me be the FIRST to tell you!!! Mixed Abusive User Added
Like #Buddha gives a SHIT about #Obama or some other fuckin' NAZI FUCK #socialist #retard with a fuckin' #iphone. DON"T MAKE ME LAUGH> Mixed Abusive User Added
Lightskins be like RT @TheOnlyCorae: Y'all got me fuck up I'm dicking down them young #PV18 bitches for there refund check I got to pay rent Mixed Abusive User Added
Lightskins and Spanish girls be acting like breaking niggas hearts is a necessity. Stop being cruel bitch Mixed Abusive User Added
Lighting my pretty ass up w them yellow stars lls Mixed Abusive User Added
Light skin niggah 😂 Mixed Abusive User Added
Light skin niccas always wanna try to be Ike Turner! Lol RT @LuckyLucci5: @VonshayeB only if u can take one back😂😂😂 Mixed Abusive User Added
Light skin girls is the biggest hoes? Mixed Abusive User Added
Lifes a bitch and then ya die, thats why we get high Mixed Abusive User Added
Life's a bitch then you die- Tony Mixed Abusive User Added
Life's a bitch & then you die Mixed Abusive User Added
Life would be so much doper if you could order pussy like you do pizza 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