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
But staying up gon be a bitch. Mixed Abusive User Added
But she is a hoe.? — idk about that http://t.co/eccFBqzlKZ Mixed Abusive User Added
But she can shade the shit out a bitch RT @axolROSE: #YourWifeCantRead Mixed Abusive User Added
But she a bad bad bitch make you late for it. Mixed Abusive User Added
But rich is a light skin coon. So it's expected. Mixed Safe User Added
But not prettier than Amber's. RT @YumiYoko: Her pussy is pretty Mixed Abusive User Added
But no one calls him a pussy for his injuries Mixed Abusive User Added
But if you knew , bitch you'll do better 👊 Mixed Abusive User Added
But bitches be mad than a Mf when they don't know what I'm doing & how I getting it 💯 Mixed Abusive User Added
But bitches are crazy, I'd be in jail for sure Mixed Abusive User Added
But bitch you gon shave or wax that pussy before I bless it, Foh. Mixed Abusive User Added
But atleast they let me know...ur a faggot if u keep those type of twitter secrets Mixed Hate Speech 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