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
I hit raw while im listening to papoose Mixed Abusive User Added
I heard them same pussy niggas hatin ! Mixed Abusive User Added
I heard she pops pussy on the low Mixed Abusive User Added
I heard rumors of a vile, hideous, traitorous bitch named Pelosi parading around w/ illegal aliens while Vets get the shaft. #bloodboiling Mixed Abusive User Added
I heard bitches commit sins for Chipotle Mixed Abusive User Added
I hear the same thing day in and day out.... its for the birds. Mixed Safe User Added
I hear the birds in the summer breeze; I drive fast; I am alone at midnight. Mixed Safe User Added
I haven't been called ugly once my whole life tho RT @ayylmaoanod: guys who refer to women as bitches are so ugly to me lmao u disgust me Mixed Abusive User Added
I have yet to understand why so many bytches getting the bull piercing? It's called a septic or something like that ... Mixed Abusive User Added
I have to tell you a secret, "your a stupid hoe" Mixed Abusive User Added
I have to stop using "bitch" so often in my everyday conversations Mixed Abusive User Added
I have to hide these bitches or my sister gets them and eats all of them 😈 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