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
And I'm steady tellin dis bitch gtfo my face Mixed Abusive User Added
And I'm out bout $50 .. These hoes be pimping me man 😂 Mixed Abusive User Added
And I'm definitely top 3 at makin beats in the city but y'all niggers love your trap beats so y'all probably won't admit that Mixed Hate Speech User Added
And I was like yeah bitch Mixed Abusive User Added
And I wanna say something SOOOOOO bad to these two cunts on Twitter eh.. Mixed Hate Speech User Added
And I lick it after you clean it , eat pussy like a dyke but I fuck like a demon 😡💦 Mixed Abusive User Added
And I can't be known for fucking wit a trash bitch. Mixed Abusive User Added
Anacortes bucks got racks like a black bitch, dwammm Mixed Abusive User Added
An if u aint a hoe get up out my trap hoooouusssee!!!! Mixed Abusive User Added
An awesome Friday. Not a day for pre-weekend news-dumps anymore. Another weekend to celebrate progress my fellow queer folk! Mixed Abusive User Added
Amo hangs http://t.co/h8UQDrjeCb Mixed Safe User Added
Amina ass... Peter you just fucking the bitch I don't like her voice 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