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
And just like me that bitch loaded. Mixed Abusive User Added
And it's gotta be some ghetto fool :/ Mixed Safe User Added
And it's always the black bitches that's constantly late AF for no reason. Couldn't refuse the ladies in free til 12 & $1 shots Mixed Abusive User Added
And ima dream about 4 fat bitches stuck in a mini van on a hot summer day Mixed Abusive User Added
And if yu ever need a shoulder to cry on I won't be there cus I'm on my fuck that bitch shit Mixed Abusive User Added
And if u aint a ho, GET UP OUT MY TRAP HOUUUSE! Mixed Abusive User Added
And i didn't wanna come off as a bitch, so I took another hit, now I think I'm feeling to high Mixed Abusive User Added
And i aint neva gave a fucc about a bitch boy ! Mixed Abusive User Added
And honestly I'm a social hoe. I'll talk to any and everybody. Nowhere in there did I said fuck, suck, and trap. Mixed Abusive User Added
And here standing in the red corner @John_Mayer_69 weighing 145lbs the pussy destroying champion of the world, Adam nobodyknowshisrace smith Mixed Abusive User Added
And ha bitch break down my weed sometimes Mixed Abusive User Added
And girl that pussy ain't shit to me, baby girl roll up and get high 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