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
or dead “@Royceda59: 😂 Word RT @TAXSTONE: If ya moms calling the cops after she ain't heard from you for four days you probably pussy” Mixed Abusive User Added
oops: 'constitutionalists' #teabaggers in #mississippi forgot ratify a centerpiece of the constitution: 13th amendment banning slavery. Mixed Safe User Added
ooh girl cute face but yellow teef. lol Mixed Safe User Added
only my school wouldnt give kids their schedules... #ghetto Mixed Safe User Added
only like bitches ran for homecoming but like 20 running for prom Mixed Abusive User Added
only lesbians get their nips pierced ew Mixed Hate Speech User Added
one you're annoying. two you a damn hoe. three you ain't about to do a thing. must we go on. Mixed Abusive User Added
one time for the real niggas , two times for the bad bitches . Mixed Abusive User Added
one time for the illest bitch alive Mixed Abusive User Added
one of the managers tried me talking about stay till 2am and aint nobody ordering. i walked SHMOOVE out that bitch Mixed Abusive User Added
one of my cats killed a baby bird and a cardinal Mixed Safe User Added
one man's trash is another man's wife. Mixed Safe 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