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
She the reason I'm quick to dip out on a bitch. Mixed Abusive User Added
She talkin shit???? That bitch look like a Linebacker! #messinwithsasquach Mixed Abusive User Added
She suckin on my dick, cuz I'm a pretty bitch Mixed Abusive User Added
She sounded like a bird crowing Mixed Safe User Added
She sharing her hoe... She know though.. At least I hope she do. LMAO! Mixed Abusive User Added
She sent me one back, but I ain't even read it. Cause pussys only pussy and I get it when I need it.. Mixed Abusive User Added
She says i act different, she thinks that its them bad bitches, Naw babe its just you and the thought of you being my misses.. Mixed Abusive User Added
She say that she was married well so is me she say her pussy hairy 😺😺 I wanna see 😾👀 Mixed Abusive User Added
She say she want a nigga like me But that bitch mad cause she can't be my wifey Mixed Abusive User Added
She say she can do that same thing as 5 bitches , Mixed Abusive User Added
She say her pussy hairy ... I wana see 🐯👀👀👀👀 Mixed Abusive User Added
She said to bring a bitch of mine 😂done 😂😂😂 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