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
@Fapplebee dude tell me why that's so true my mom has this friends from Texas trying to hype redskin football and shit Mixed Abusive User Added
@Faisal_nizam khaye I can't see your freakin emojis I'm a basic bitch today. Mixed Abusive User Added
@Fabulousjonna_ I need some red green & yellow pants & helly shirts express Mixed Safe User Added
@FabianMleal no bitch lol I'm not about that life anymore Mixed Abusive User Added
@FabianMleal bitch lol Mixed Abusive User Added
@FabianMleal aoas you write back bitch lol Mixed Abusive User Added
@FaZeDAVlS @SoaR_Wvyy @SoaR_Haze @FaZeOutcsT this is gobbledy gook to me because i dont have the game Mixed Safe User Added
@FRANKTHEFOB ok u hav gun. I love you and you are my superior at fighting games and you probably get more bitches too. peace ✌ Mixed Abusive User Added
@FOLLOWNOVA Yooo I was thinking bout that the other day lol.. You only really speaking of one person my niggah Mixed Abusive User Added
@FIFAcom Pepe because his defending was outstanding! His tackles were accurate nd he did hos job perfectly in both legs! Mixed Safe User Added
@FAGHETTIOS thirsty basic ass bitch Mixed Abusive User Added
@FAGHETTIOS speak english prude ass white 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