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 could b out here like some of these chicks...in the streets slingin pussy for a couple dollars but im not Mixed Abusive User Added
I could NEVER bring myself to fw a bitch or nigga that wears EVERYBODY else shit like um no YOUR BROKE & bummy ya fuccing boof 😂😭✋😩 Mixed Abusive User Added
I copped a Uzi but I need some bullets for that bitch ! Mixed Abusive User Added
I confess. I'm autistic or something. I thought #Aerosmith #DreamOn was #LedZeppelin until like yesterday....... #retarded Mixed Safe User Added
I come wit the rocks on yu can get popped on, light yellow chevy same color as popcorn! Mixed Abusive User Added
I cheated on 10% of the bitches I had tf lol nobody even wanted to be all committed and shit Mixed Abusive User Added
I chase bread over hoes cause i never met a dollar i aint like #Facts Mixed Abusive User Added
I cant fuc wit no bitch thats addicted to drugz Mixed Abusive User Added
I cannot express how infinitely better the book is to this trash. Mixed Safe User Added
I cannot be worried 'bout no bitch Cause I know a bitch could be somewhere sucking a dick (ayeeee) Mixed Abusive User Added
I can't with this disrespect ass bitches Mixed Abusive User Added
I can't with these second class bitches 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