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
You know a bitch mad when she throw her drink 😂 now she got to find another nigga to buy her another one Mixed Abusive User Added
You know a bitch is crazy when she smiles and she's upset! Mixed Abusive User Added
You know I'm not big on the NFL, but I'm so sick of hearing all of this "Black and yellow" shit. LOL @ bandwagon fans and hell, GO PACKERS! Mixed Safe User Added
You just worried bout the bitches, I got one girl and she my girl no one else can hit it Mixed Abusive User Added
You just salty you ugly and white RT @JayWiz614: @ItsNotHarold they all some hoes Mixed Abusive User Added
You just her friend im the niggah she wanna fuck wit Mixed Abusive User Added
You just caught this bitch cheatin while you at work shes with some dude tryin to get off? FUCK slittin her throat CUT THIS BITCH'S HEAD OFF Mixed Abusive User Added
You just a Twitter hoe Mixed Abusive User Added
You hoes steady coming for me 😂😂😂 Mixed Abusive User Added
You hoes love sayin "You think you cute huh".. Naa, You do.. Mixed Abusive User Added
You hoes give me more and more reasons everyday to stay my ass single for another 2 years Mixed Abusive User Added
You hoes complain too much. 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