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
@tdwp327 practically anything that’s colored red often contain red pigments extracted from the female coccus costa, or cochineal insect. Mixed Safe User Added
@tcthegreat1 it's yo fault taking a nig out everyday Mixed Abusive User Added
@tayscalf we should change that to bitch about everything. For example my girlfriend don't like the crew I hang with she BAE Mixed Abusive User Added
@tayscalf must have run out of brownies Mixed Safe User Added
@tayscalf if you ain't with someone you can still sleep around be a hoe and not the cheatin Mixed Abusive User Added
@tayscalf a beam of light descended from the heavens a loud voice said fuck her right in the pussy many lives were changed that day Mixed Abusive User Added
@taylorlynn_15 Hey it works. Most people hate me for it but as long as I'm still happy they can bitch all they want 😂👍 Mixed Abusive User Added
@taylanicolexo you're just a pussy. Mixed Abusive User Added
@tayjrobin @AlmondMlk follow the system and you'll practically be swimming in pussy Mixed Abusive User Added
@tayisbaee those hoes aint loyal Mixed Abusive User Added
@tayisbae @stilIgucci @spxrklybubbles what she means is shes a fat bitch Mixed Abusive User Added
@tay_waldon onlife yal niggas funny man lol Lonnie was suppose to get out of that bitch after he was up a band smh 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