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
Please control yo hoe ! 😂😂 Mixed Abusive User Added
Please “@oldirtyjesus: shut up hoe “@MARlSOUL: I'm honestly a nice person”” Mixed Abusive User Added
Playing with my money is like playing with my emotions niggas don't believe I guess we going to find out then hoe ass niggas Mixed Abusive User Added
Playing to white guilt lasted one last time, whitey felt 'absolved', it ends today. It ends in the fields/suburbs of Pennsylvania. Mixed Hate Speech User Added
Playing games and wrestling are the only ways I bind with my brothers. That and the sex talk & providing condoms. No raw dogging these hoes Mixed Abusive User Added
Playing a show in Lutsen, MN at 9:00 PM today at Papa Charlies http://artistdata.com/a/2oy4 Mixed Safe User Added
Play these hoes like the lottery Mixed Abusive User Added
Play some ' fuck bitches get money ' music Mixed Abusive User Added
Play pussy and get fucked! Mixed Abusive User Added
Play me about twice? Aye, im a pyhscopathic cunt. You're dead. Mixed Abusive User Added
Plaid shorts bitches Mixed Abusive User Added
Pizza, a salad and alcohol is all I want.....my cravings need to be met or I'm a rude bitch 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