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
I find a new song I like and play that hoe way more times than I should lol.. Mixed Abusive User Added
I figured that if hoes wanna play games, fuck em and leave em :) Mixed Abusive User Added
I fight for what I love, but you make something of bitches I think nothing of. Mixed Abusive User Added
I fell in love wit my side bitch, crazy thing she wasnt even my bitch Mixed Abusive User Added
I feel utterly retarded. Thanks big brother😳😂 @Crawford96M Mixed Safe User Added
I feel the sorry for the nice people in this world because they're actually the solution. Its all you hoes and assholes thats the problem Mixed Abusive User Added
I feel sorry for mexican and Asian niggas, they got the worse shaped bitches on earth. Mixed Hate Speech User Added
I feel sorry fo niggas dat gtta make up shit to lie about. I would hate to have to think that fuckin much.#bitch Mixed Abusive User Added
I feel so alone. I miss my #wife so much. I hate the white trash who raped and killed her and our daughters. Mixed Abusive User Added
I feel like this hoe owe me something .., Mixed Abusive User Added
I feel like that niggah Pac these bitches set me up. Mixed Abusive User Added
I feel like slapping a 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