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'm up hoe Mixed Abusive User Added
I'm up bored denna bitch Mixed Abusive User Added
I'm up and at it before the birds wake up so you can't tell me shit. Mixed Abusive User Added
I'm turning into a heartless bitch. Mixed Abusive User Added
I'm tryna turn M's to B's innis bitch and I ain't never paid to be wit no bitch! Mixed Abusive User Added
I'm tryna face fuck kesha, you bitches bringin beef I'll get the lettuce n ketchup Mixed Abusive User Added
I'm tryna eat steaks n dis hoe wanna eat peanuts!! -- @BIRDMAN5STAR voice Mixed Abusive User Added
I'm too nice to people , but when I finally decide to say something , I'm a bitch . wonderful . Mixed Abusive User Added
I'm too much of a bitch to say anything about that Mixed Abusive User Added
I'm tired of bitches thinking they cool when they ugly. If you're ugly bitch that's all you are is ugly Mixed Abusive User Added
I'm thinking he has low level OCD of some sort.... That or he's just goin full retard... Pretty sure full retard Mixed Abusive User Added
I'm the type of person who act like I don't care to certain reactions but truly I'm a little bitch inside 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