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
Ima knock the pussy out like fight night. 👊👊 Mixed Abusive User Added
Ima knock that pussy out like fight !👊😏👀 http://t.co/XvWl4RGD7u Mixed Abusive User Added
Ima kill cay 😂😭 ugh she stay on my last nerve but I love that's funccy bitch Mixed Abusive User Added
Ima hypocrite. I'll say "I dont fuck with hoes" then 2 days later let a hoe play with my dick in the McDonald's drive thru. Love their fries Mixed Abusive User Added
Ima have to fuck with my nigga Omar about those weed brownies Mixed Abusive User Added
Ima be home tomorrow so line up a bitch for me Mixed Abusive User Added
Im wit yo bitch smokin. Let her keep the mid Imma roll this potent Mixed Abusive User Added
Im wearin one of walmart jackets around walmart, is that ghetto? Lmao fuck it. Mixed Abusive User Added
Im way out of your league hoe, please excuse my ego Mixed Abusive User Added
Im trying to take the word "bitch" outta my vocabulary , hardest shit ever Mixed Abusive User Added
Im trying to come back as a fine ass bitch next lifetime.... Mixed Abusive User Added
Im tired of these bitches actin like they loyal lol 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