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
Am I wrong fa laughin at dem niccas on 1st 48 who be cryin n the interrogation room Mixed Abusive User Added
Am I the only person that feels disrespected by the bird poop suddenly dropping on your front window:(ewww#annoying Mixed Safe User Added
Am I the only #gay man without a fag hag? I guess I am. Mixed Abusive User Added
Am I really going to sit here and cry like a bitch.... Mixed Abusive User Added
Always wanted to fuck that bitch, thank you god I fucked that bitch Mixed Abusive User Added
Always thought golden Oreos were the same as original Oreos but oh my god I just climaxed Mixed Safe User Added
Always broke niccas how yu Robbin Mixed Abusive User Added
Always a good sesh wit my niggah blakk Mixed Abusive User Added
Also, it’s a hiccup to Jihadi propaganda: they portray themselves as the only ones willing to die for their cause. Mixed Safe User Added
Also, anyone who wants to bitch about the prices at Disney needs to check this out next time. #dollywood http://t.co/jlLkzbHYOy Mixed Abusive User Added
Also love angry old Irish bartenders "pussies have one beer and ask for a glass of water, fuck them I ignore that shit" Mixed Abusive User Added
Alright your time is up RT @EvilJeanyis: Cheesecake trash 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