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
@wellheeledking bird shit aint no joke Mixed Abusive User Added
@wellheeledking I still think he is a pussy haha Mixed Abusive User Added
@wednesdaydreams I wanted to see that but I like trash sometimes lol Mixed Abusive User Added
@weGIANTS Yeah I'm trying to. Ain't recorded in about a month. Been spiraling downward Mayne. An empty son of a bitch folk Mixed Abusive User Added
@wclemons @thejoelberggren @anthonycumia you little fag. At least I will fuck a Woman to have kids. Plus work to support them. Hipster homo Mixed Hate Speech User Added
@wbpictures no, i do not wish to spend $40+ to go to a filthy theatre and watch a fuzzy screen with bad sound. #ANNABELLE Mixed Safe User Added
@wboundurant92 like I said drose needs to stop being a pussy lol Mixed Abusive User Added
@washingtonpost The people who work at those companies tend to be trash. Mixed Safe User Added
@walterthecat121 @GalliumRBLX how is it being colored blind? Mixed Safe User Added
@w1LLiam_ bruh we was my fam, nd yeah pussy niggas get no respect. Mixed Abusive User Added
@vodkapapixo alot of these bitches themselves aint shit either....birds of a feather flock together Mixed Abusive User Added
@vj44 umm how about they are at home raising kids? You are retarded. 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