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
if a bitch would everrrrrrr Mixed Abusive User Added
if a bitch don't like me, somethin' wrong wit da bitch Mixed Abusive User Added
idk y'all ppl that go/went to A&T ackin like y'all shocked about 70 bodies.. it was some first class hos at T that I knew personally Mixed Abusive User Added
idk what planet this bitch works on but on planet earth, following my supervisors instructions does not mean im "being resistant" Mixed Abusive User Added
idgaf bout no basic bitch Mixed Abusive User Added
id look real retarded trynna hi 5 myself , so ill just do it in my head Mixed Abusive User Added
iOS 8 autocorrect is trash RT @No_Can_Do__: My phone be capitalizing the dumbest things! Mixed Safe User Added
iMessage so trash Mixed Safe User Added
i'ont neva chase hoes they move to slow i let em chase me Mixed Abusive User Added
i'm sorry i called you a gap-toothed bitch, its not your fault you're so gap-toothed Mixed Abusive User Added
i'm sorry but if you don't eat seafood solely by the fact that it's from the ocean, you are seriously an unrespectable pussy. Mixed Abusive User Added
i'm also looking to hire full time bitches 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