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
These bitches ain't shit I forgot to mention . Mixed Abusive User Added
These birds messy. Mixed Safe User Added
These bad bitches really ain't that bad when you see a pic of Aaliyah Mixed Abusive User Added
These are insane and Cigars trash!? Foam done bumped his head RT @FoamWright: These are insane. Like so insane. http://t.co/5umpDoeORz Mixed Safe User Added
These UT hoes be goin !!!!!! Mixed Abusive User Added
Theres one dude i can not stand at my school because he stays on the freshman girls and girls from other schools cause none fw him. #bitch Mixed Abusive User Added
Theres a girl in your avi, you must get so many bitches Mixed Abusive User Added
There's someone riding around the Robinson Walmart in a lawn mower. With ghetto headlights added. #reallife Mixed Safe User Added
There's other bad bitches 😂😂 Mixed Abusive User Added
There's not enough day in the hours to cheat on her if she's sucking your dick right. Too drained to look for other mouth and pussy Mixed Abusive User Added
There's no one to flirt with, Mad bitches in my inbox. Skrr skrr Mixed Abusive User Added
There's like one of my ex's that's still kinda cute. Most them bitches got fat. 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