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
All I need is a 100 million dollars Bc I got that bad bitch Mixed Abusive User Added
All I got for these hoes is dick, duct tape, and a stapler. Mixed Abusive User Added
All I ever want is for someone to love me as deeply and devotedly as Charlie Kelly loves the waitress. Mixed Safe User Added
All I did was said her weed was trash Mixed Safe User Added
All I ask for is love n loyalty. . nothing else. No arguing over other bitches/niggas , no he say she say , no social media bs... Just love Mixed Abusive User Added
All DESE yung niggaz pussy Mixed Abusive User Added
Alice took advantage of me last night...... that bitch won't tonight!!!!! Mixed Abusive User Added
Alibaba / Jack Ma: Gotta love a guy who beat Meg Whitman's albino ass back to the US. Freakin' commie genius. Mixed Abusive User Added
Alfredo, Linguini, Pasta.... Just fancily prepared trash Mixed Safe User Added
Alexa's phone gave us colors and Julia got yellow I'm dying #racistaf Mixed Safe User Added
Alex Smith wears red and yellow now so quit being psycho ex boyfriends and get over him. He's in the past Mixed Safe User Added
Alex Smith such a got damn bitch man 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