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
My brother doesn't know what American horror story is 😂 bitch you lame ass fuck Mixed Abusive User Added
My boyfriend is such a smart ass bitch watch yourself you wear the pants but I fucking unzip them. K. Mixed Abusive User Added
My boy @RyanBowersOB got the hoes now! Mixed Abusive User Added
My blue flag brite nd ya bitch blowing me like play bagpipes Mixed Abusive User Added
My black queen dreading my hairs.Thank you Most High for this Moor Queen I asked you for.I want to BE BEtter with her http://t.co/iFmRPJGyIC Mixed Safe User Added
My bitches pop that pussy,pop that gum and pop pills Mixed Abusive User Added
My bitches not average. Spend money I got it. Ya girl want me she gon get fucked ain't no askin Mixed Abusive User Added
My bitches get them Christians nigga Mixed Abusive User Added
My bitches cleaning http://t.co/6cgdXrzO8w Mixed Abusive User Added
My bitches are related . They are "kissing cousins" . 😭😭😂 Mixed Abusive User Added
My bitch work for chic fil and she says this is not real b "@Dory: RT TO SAVE A LIFE http://t.co/5d42kQVo50" Mixed Abusive User Added
My bitch won Ralphy for me. Thanks 💋 http://t.co/AAKwohDfGv 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