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
@jessespector the bird has a hat. So it's hats on hats, who can beat that? Mixed Safe User Added
@jessespector bird hats > every other hat Mixed Safe User Added
@jesseleesoffer it totally does. smells like brownies every day i walk to work. Mixed Safe User Added
@jesjosie Eff dem hos. Mixed Abusive User Added
@jerseyzbest74 Aye hoe Mixed Abusive User Added
@jerryrscuba Bare ass me again, I cunt hear you Mixed Abusive User Added
@jeronimosolano don't be a pussy! Just talk to her more and be more of a friend so it doesn't seem as hard. Mixed Abusive User Added
@jermhudson @lanele123 no way !! I'm on a "dude you are fat" diet Twinkies are the devil, so are breakfast tacos. I miss breakfast tacos😂 Mixed Safe User Added
@jennydigi pussy put yo ass to sleep now I'm calling you nyquil Mixed Abusive User Added
@jennybaquing so terms like honkey, cracker, peckerwood and stereotypes of white people fucking their kids and sisters isn't racist? sweet! Mixed Hate Speech User Added
@jennahnorberg ehh it was tough but yeah. Lol jk of course niglet Mixed Abusive User Added
@jennahnorberg because its retarded. lol jk were the same 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