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
Just landed in Orlando. The flight was as bumpy as a bitch Mixed Abusive User Added
Just killed 3 birds with 1 stone! Thank God I payed attention in my communication classes #work Mixed Safe User Added
Just in case the day couldn't get better wife's Rav 4 had a flat and being the redneck I am I put 16 inch rims on it so there goes $200x2 Mixed Safe User Added
Just hold on we goin to the crib bitch Mixed Abusive User Added
Just hit 40 in flappy bird.😏 Mixed Safe User Added
Just hand them the game you zebra jack asses and save us all the trouble of watching Mixed Abusive User Added
Just had someone under 25 casually ask me what the 'FF' stood for on my car. R u fking serious 😩 @FooFighters bitch. Mixed Abusive User Added
Just got shit on by a bird #blessed Mixed Abusive User Added
Just got rich. Took a broke nigga bitch Mixed Abusive User Added
Just got out the gym saw an old black hoe with the coldest body but the hoe had a jerry curl like it was 1978 Mixed Abusive User Added
Just got into with some chic in Rally's parking lot bitch speeding through the parking lot and almost hit my niece 😡😡 Mixed Abusive User Added
Just got done taking some photos with brownie #flowcity 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