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
My bestfriend is the BIGGEST bitch I know. That's why we are best friends lol. Mixed Abusive User Added
My best friend says I don't need to be in love right now .... he thinks its too soon to love monkey.... Mixed Safe User Added
My best friend loves Justin beiber what a fag 😭😂😭 @Cryystalina Mixed Hate Speech User Added
My barber not bein able to cut my hair yesterday really prevented me from goin to the club and gettin mad bitches b he owe me 3 free cuts Mixed Abusive User Added
My bae said u bitches watch y'all mouth lmao Mixed Abusive User Added
My bad. That was about @LIPSDRIPRUBIES RT @VofD: Why bitches act like I CAN'T READ or like words don't have a meaning. Mixed Abusive User Added
My bad dawg. That's yo hoe 😴 Mixed Abusive User Added
My baby guinea pig is so cute #Adorable Mixed Safe User Added
My baby boy asleep with my monkey that I had since I was little! I love my son so much! http://t.co/ioSARfS3rO Mixed Safe User Added
My baby Lexy. She is a whole ain't shit bitch in the winter. Sorry ass RWD that's her only flaw. Still love you tho http://t.co/5UGfhrdrxT Mixed Abusive User Added
My auto correct makes me sound so FOB Mixed Safe User Added
My aunt said I'm handsome fuck you hoes 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