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
@potpwincess bitch was at a gas station puffin. I swear that's so trashy... Her nigga should put her in check.. Mixed Abusive User Added
@potpwincess @longbongchris she's a dyke Mixed Abusive User Added
@pot_headed yeah I tend you grab ass 👋and smack bitches in the morning . I don't think you can hang lol😂👌 Mixed Abusive User Added
@porcelina33 i was raised the person that uses a gun and cant take an ass whipping is a pussy Mixed Abusive User Added
@popularcritic1 @discordianslip @fredrogers75 And you thought a camera would steal your soul. Shut the fuck up, you stupid twat. Mixed Abusive User Added
@pontotoc2 Aren't they the best? There story is here: http://t.co/Hs3nIFMueK. Now it's time to visit our yellow friends at @21cCincinnati! Mixed Safe User Added
@pombuenaa I'm surprised you could read it with slits for eyes Mixed Hate Speech User Added
@polotags20 pussy Mixed Abusive User Added
@poloswagmaster if you go could you hook up the plant city faggots or Mixed Hate Speech User Added
@politsoutherner @leahmeyer49 Yeah, I'd want to shoot the son of a bitch myself. LOL Mixed Abusive User Added
@politsoutherner @leahmeyer49 If you don't vote you don't have a right to complain. That being said, I didn't vote for the son of a bitch😃 Mixed Abusive User Added
@politicsofamy puss or pussy? 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