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
Beer ball isn't for pussies Mixed Abusive User Added
Been told by a lot of people that I'm cool then a hoe, and that they don't understand why someone wouldn't like me Mixed Abusive User Added
Been sleeping toooooo much, fuck it ima enjoy it before i start working 2 jobs like a hoe haha Mixed Abusive User Added
Been schooling these bitches since 92'😌 Mixed Abusive User Added
Been hooping all day tired than bitch Mixed Abusive User Added
Been a while since it's just been me solo at the crib, feeling kinda lonely like a hoe Mixed Abusive User Added
Been a trill nicca since a Lil nicca Mixed Abusive User Added
Been Huntin hard and finally nailed her. Best wedding koozie I've ever seen. #redneck http://t.co/D6SBSYaNN2 Mixed Safe User Added
Beefin ova bitches trade ya clip for Pom Poms Mixed Abusive User Added
Because of the message that sends to LGBTQ residents in the state. Not as if West Virginia is a paradise for queer people. Today is major. Mixed Abusive User Added
Because if nobody was judging the birds, this account wouldn't even cause a ripple in d ocean Mixed Safe User Added
Because idk if your still tryna get with her again or not?... — bitch i might be http://t.co/FPJQpcH99K 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