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

25504 Records
Phrase Text Dialect Category Label Source
fuck her rite in the pussy Mixed Abusive User Added
fuck deeeez bitches Mixed Abusive User Added
fuck ah bitch all I think about Is commas!!! Mixed Abusive User Added
from conversation at that... “@Blakcocaine_ These hoes be falling too easy. 😪” Mixed Abusive User Added
french montana gotta give that kardashian bitch 2 mil cuz of a divorce i'll never marry none u bitches Mixed Abusive User Added
foreign iphone imma call a goth hoe http://t.co/0IEX8q4WMl Mixed Abusive User Added
foreign bad bitch n she said her name trinaaa trap house look like it got hit by hurricane katrinaaaa Mixed Abusive User Added
for the insecure girl, ya name i won't mention. on instagram straight flciking, bitch you nipple slip away from stripping. Mixed Abusive User Added
flappy bird makes me want to smash my fuckin screen Mixed Abusive User Added
first thing to do when you meet a famous star: sell my hoe Mixed Abusive User Added
first thing to do when i wake up: sell my hoe Mixed Abusive User Added
first thing to do during the zombie outbreak: sell my hoe 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