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
I dont know a niggah that could cover for me Mixed Abusive User Added
I dont kiss none of these hoes 😷🙊👅🙅 Mixed Abusive User Added
I dont hide bitch im high when im in public Mixed Abusive User Added
I dont got no type... Bad bitches is the only thang that i like! You aint got no life.. Cups with the ice and we do this every night!🎶 Mixed Abusive User Added
I dont give a single shit who you are, if you wear a suit and white cotton socks I am just going to assume you are functionally retarded. Mixed Abusive User Added
I dont fuck wit hoes or broke bitches Mixed Abusive User Added
I dont even say nigga i say nigger. Im like Chuck Norris. I say the nigger word without checking over my shoulder. Mixed Hate Speech User Added
I done seen a lot of fake shit. That bitch ain't bad, she's basic. Mixed Abusive User Added
I done hit bout 6 threes out this bitch Mixed Abusive User Added
I done dun all kind of shit y'all niccas just fills shit! Mixed Abusive User Added
I done been to the top, I done sipped the juice/ and with that being said, bird crumbs will NEVER do! Mixed Safe User Added
I donated both of my (very expensive) prom dresses to teens who couldn't afford to buy one. Don't be a selfish bitch. 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