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
@Viri_BraceFacee was good my niggah lol Mixed Abusive User Added
@Viri_BraceFacee no problem my niggah 👌 Mixed Abusive User Added
@Viri_BraceFacee my niggah my niggah lol 👊 Mixed Abusive User Added
@Viri_BraceFacee dont raise ur hand to me niggah Mixed Abusive User Added
@VinniePolitan the cunt needs her hands cut off!!!!! Mixed Abusive User Added
@VinniePolitan kill the coons!!!!!! Mixed Hate Speech User Added
@VinceSchilling Vince, what is the general feeling of the natives that you know in regards to the term "redskins"? Offensive to them or not? Mixed Abusive User Added
@ViewFromBoxSeat She's a cunt Mixed Hate Speech User Added
@Victoria_Star1 haha..monkey feet,i like it..but 4 real,feet are magical on a back..it smoothes every nook and cranny of tightness ;} Mixed Safe User Added
@VictorSmith90 Lightweight, heavyweight don't matter. Still knock bitches out 👊💢💪 Mixed Abusive User Added
@VictorRico3 they didn't want to fuck Steve that bitch lmao Mixed Abusive User Added
@VictorRico3 No I don't fuck with those hoes ask Paco he does 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