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
You tha hoe Mixed Abusive User Added
You still that nigga b don't trip. They just hatin cause they got no bitches RT @THEOilogy: Nigga stole on me... Princess punch. Mixed Abusive User Added
You still fuckin with a sorry ass nigga that makes you a sorry ass bitch #Mimi #NotSorry Mixed Abusive User Added
You still can't turn a hoe into a house wife ! Mixed Abusive User Added
You state it gook Mixed Hate Speech User Added
You some type of special faggot if you bring chocolate Swishers to a smoke session. Mixed Hate Speech User Added
You should probably go clean your nasty pussy and not worry about wtf I'm doing. Mixed Abusive User Added
You should have to be over 6 foot and 220 lbs to buy a truck. We know most of you get em cause you're scrawny country pussies. Mixed Abusive User Added
You selfish bitch... I bet you love running.. I sure do. Mixed Abusive User Added
You see you? You a bitch you.... Talk shit nigga you'll get ya issue!! Mixed Abusive User Added
You see these two pussies Jason capuano nd Jason cousins taking Chit on the gram but ain't about that… http://t.co/IPYnkaqUfz Mixed Abusive User Added
You see me shining on yo bitch ass 😺😻✨🌟💫 http://t.co/ekWNL6bau4 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