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
Then I hit that bitch like a free throw ! Mixed Abusive User Added
Them women at the bar @ #happyhour are there for your pleasure them old hoes be pure #savages 😂😂😂 Mixed Abusive User Added
Them taz angel hoes need some furniture Mixed Abusive User Added
Them squirrels are faggots b RT @80sbaby4life #ThreesomeThursdays ? http://t.co/7xWOp3y2 Mixed Abusive User Added
Them shootas is out by my grandmoma house, I ain't been round this bitch in a MINUTE Mixed Abusive User Added
Them shootas is out at ma grandmama house I ain't been around this bitch ina minute . Mixed Abusive User Added
Them shits ugly hoe. RT @SirRocObama: ......... RT @BurgerKing: All these nuggets & u still actin chicken. http://t.co/tRy8Lvyo9O Mixed Abusive User Added
Them quiet girls be hoes to watch out Mixed Abusive User Added
Them quicc to blast bitches, them all about the CASH Bitches 😴💸💰 Mixed Abusive User Added
Them queer ass shorts Rabchenko got on Mixed Hate Speech User Added
Them pretty nail bitches, them bail you outta jail bitches. Mixed Abusive User Added
Them pretty bitches love me them bitches love me #GUCCCCCI 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