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
@young_moniee what's this chinks email? I'm moving to China and slicing his throat Mixed Hate Speech User Added
@youknowmaxwell these hoes don't want no help but they want all the help Mixed Abusive User Added
@youknowmaxwell no clue but these bad hoes ain't really bad Mixed Abusive User Added
@youknowmaxwell @CiscoAllDay name that hoe (I'm 6'1) on my license tho Mixed Abusive User Added
@yooperslayer better off banning teabaggers and their anti American supporters Mixed Safe User Added
@yooocaly lets hang fag Mixed Abusive User Added
@yooocaly hahaha it makes sense hoe ;p Mixed Abusive User Added
@yooocaly but but but you said vibe. Which means I have to say bitch, don't kill my vibe. Mixed Abusive User Added
@yooocaly *mormon hoes ;) Mixed Abusive User Added
@yobritttany wagon burner! Jk jk you did look pretty Latino here Mixed Safe User Added
@yobritttany I didn't know that was a fad sounds fucking retarded haha Mixed Abusive User Added
@yo_brandiiii @PennyTheGOAT plot twist: you have no penis. Penny would make that bitch like a balloon. Balloons and bitches can all float 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