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

25504 Records
Phrase Text Dialect Category Label Source
Thinking about the "boom boom boom waaay ho" video makes me laugh at least once a day. Mixed Safe User Added
Thinking about getting my nips pierced... Mixed Abusive User Added
Think it's okay to take my property and break it? Fuck you bitch Mixed Hate Speech User Added
Thing that made me feel old today: Tori Amos is 50. Mixed Safe User Added
Thick bitches >>>>>>>>>>>>>>>>>>> Mixed Abusive User Added
Thick bitch on here tried to front on me earlier... Mixed Abusive User Added
They're calling it #Sandy because the wind is going to make a lot girls clams really sandy Mixed Abusive User Added
They wouldn't let me use my old picture cause my hair was flawless💁. The woman at the front desk said I wouldn't have to retake, hatin' hoes Mixed Abusive User Added
They were taking a picture and I saw a bird fly past and I was like, oh bird! @HeidyPalma21 Mixed Safe User Added
They use to call my mom Japs when she was younger. Lol Asian racial slurs. Mixed Safe User Added
They updated Wukong's new splash so it doesn't look so fucking retarded Mixed Abusive User Added
They trynna hoe Geno TD throw 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