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
u sent nudes when ina relationship or nah? "@JazmineJanay_: Her pussy bleeding or nah? "@GraePharoah: -_- http://t.co/W9ZPJfk93r" Mixed Abusive User Added
u lucky he holdin me back bitch http://t.co/HanER6B9Ts Mixed Abusive User Added
u know u watch too much gay porn when u refer to boy butts as "man ass" or "boy pussy" bc me in my head 24/7 Mixed Abusive User Added
u know I came to stunt so drop that pussy bitch Mixed Abusive User Added
u ho@RealWizKhalifa u hot i really like the way u keep te flow natural Mixed Safe User Added
u can tell yo bitch we some yung rich homies Mixed Abusive User Added
u a stupid hoe Mixed Abusive User Added
u a hoe Mixed Abusive User Added
type a bitch make u take her on 10 dates, then she give u da pussya and the shit weak. damn. Mixed Abusive User Added
turns out his ex-boss called him a pussy. he lasted a week and a day. You can call me anything, just don't touch. but I am not 25 anymore. Mixed Abusive User Added
tryna get grey to call off work but he's being a bitch lol Mixed Abusive User Added
trust me, just set the alpha to 0. it's just as good (maybe better) than setting the visibility to false. now: fly on silver bird! 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