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
@beejohns1 is gonna find himself a redneck girl one of these days 💏😂 Mixed Abusive User Added
@beautifulbeeee yes!!! Every guy is a bitch today...lol...smh Mixed Abusive User Added
@bbluedreamm bitch don't reply😌 Mixed Abusive User Added
@bbluedreamm @kelliestebbins how original you faggots😒😭 Mixed Abusive User Added
@bbluedreamm @chris_cruz1 @Hunglikerobby_ don't be a bitch then? Mixed Abusive User Added
@bbluedreamm @chris_cruz1 @Hunglikerobby_ Kenna stfu? Quit bein a bitch I was tellin Robby to stop?! God. Mixed Abusive User Added
@bbhairs when you get famous I'm buyin yo art so me and my bitch can have dat shit all in da crib Mixed Abusive User Added
@bayjackson3 lol it's a crew, not actual hoes Mixed Abusive User Added
@baskgod nah it's just Clowney being a bitch nigga Mixed Abusive User Added
@basedgvbe trash Mixed Safe User Added
@ballzahoy cowboy killers.😍 Mixed Safe User Added
@baileymw22 you're the sole reason I come to that chipotle incase you didn't know. Keep up the good work babe 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