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
This nigga Magic Johnson got a Grade A faggot for a son 😂😂.. He had to have done some terrible shit growin up lol.. Mixed Abusive User Added
This nigga @80sbaby4life gotta weird gay shoe fetish...& I'm sick of y'all letting this island nigger slide! http://t.co/E96cQ8kKBo Mixed Abusive User Added
This nig johnel keep falling asleep.... That's usually me lol Mixed Abusive User Added
This nicca just typed to me..."You are very busy two!" 😒😣 so, I'm busy twice? Lmao Mixed Abusive User Added
This new shit i'm workin on... yea nigguh! Mixed Abusive User Added
This new avi trash or nah Mixed Safe User Added
This my dog telling me he is done playing frisbee for now.. lazy mutt http://t.co/l4AocjczsH Mixed Safe User Added
This my bitch please face http://t.co/O3k4WLrZTp Mixed Abusive User Added
This music is trash Mixed Safe User Added
This morning is brought to you by Emergen-C. I really need to nip this cold/flu business in the bud. #NoGermsWanted Mixed Safe User Added
This mint brownies recipe is made with almond flour, coconut palm sugar, coconut oil, and coconut mi http://t.co/XZZfDoLZDn Mixed Safe User Added
This man Wimp gotta be drunk he know damn well he dont fw no hoes!! 😂😭 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