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
In-N-Out is like the sunshine and blue sky. The song of a bird. A smile at the front porch. The perfume of the ocean on wind-kissed cheeks. Mixed Safe User Added
In yo bitch dm like.. http://t.co/OuJU8LaXr1 Mixed Abusive User Added
In two months tho hoe Mixed Abusive User Added
In this update you will find lots of hardcore cock sucking, ass pounding and pussy pulsing thrills. I have to… http://t.co/LVODRmiwIh Mixed Abusive User Added
In the words of lil Debbie "I'm that bitch" Mixed Abusive User Added
In the past week, both Paula Dean AND my uncle lost their jobs for saying "nigger". Bullllllshiiiiitttt Mixed Abusive User Added
In redneck land ;) #Tennessee Mixed Abusive User Added
In reality lame niggas and corny niggas get bitches bc it's sooo many of dem niggas nbs lol Mixed Abusive User Added
In other words call you a bitch. Mixed Abusive User Added
In other news, my eyelid is STILL spasming. Putting on mascara today was a bitch. #wtf Mixed Abusive User Added
In order to be a real nicca you gots to be REAL nicca! Mixed Abusive User Added
In my opinion every bitch gay. 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