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
@BodyByMalone Lesson 12 don't pass out at before 12 like a lil bitch Mixed Abusive User Added
@BobbyRosee Let the hoes tell it man.. Mixed Abusive User Added
@BobbyBotsods @MrMooncricket @FuckTheMallcops @UncleUnco no u eat it inbred trailer trash. Mixed Abusive User Added
@BobbyBotsods @FuckTheMallcops @UncleUnco @MrMooncricket ur weird, racist bitch. Mixed Abusive User Added
@BobbyBotsods @FuckTheMallcops @UncleUnco @MrMooncricket fuck off bitch. Mixed Abusive User Added
@Boazziz He promised to stand with the muzzies, so... Mixed Safe User Added
@Blue_DreamMN @ExpectoMichaela seriously.. After that first conversation on your status he fb messaged me calling me a fag lololol Mixed Abusive User Added
@BloodOfJupiter yeah...bitch! Mixed Abusive User Added
@BloggerBoxing yea....what did it do for Maidana? It made him a greedy faggot loser. Atleast Broner is black... Mixed Hate Speech User Added
@BloggerBoxing @rianscalia pass the Fosters faggot Mixed Hate Speech User Added
@BloggerBoxing @Studhardt22 the Jacob and Joshua picks have been very similar. As the love for faggot Ruslan as well #2accountsGate Mixed Abusive User Added
@BlizzyLC now that ur tour over come kick it with ya nig in the MIA.... 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