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 show love to everybody not on joe time i just hate stuck up people thats hoe shit Mixed Abusive User Added
I show do like The Jeffersons. Dat George make me wanna open up a dry cleaning stow and call all da white folk honkey Mixed Safe User Added
I should've thrown a whole roll of pennies and made her month that bitch. Mixed Abusive User Added
I should've fought you when I was over there if only I was myself and I haven't popped that talking about u only need two hits bitch please Mixed Abusive User Added
I should start wearing beanies more Mixed Safe User Added
I should probs shave my spic stash soon, its kinda getting out of hand Mixed Abusive User Added
I should gt a scurl on.deez hoes Mixed Abusive User Added
I should be the only nigga my bitch texting right now💯💯💯💯💯 Mixed Abusive User Added
I should be in jail it's a crime hoe I kill these beats Mixed Abusive User Added
I shot a stripper because hoes keep stealing my tacos. http://t.co/tq1iEs1JLg Mixed Abusive User Added
I shoot at the pussy, I bust in the pussy I'm cuming too sooooooooooon Mixed Abusive User Added
I sho do miss my Uncle Tom Mixed Safe 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