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
RT @BabbbyGirl0317: #honestyhour no bitch better try to fuck with my girl cause I will go off Mixed Abusive User Added
RT @BaabyD_: lol im off this brooo. bitches janky. 😭😂💯 Mixed Abusive User Added
RT @B_Solo36: @paper_chaysin that's right. you don't marry hoes, you rent em Mixed Abusive User Added
RT @B_Laff: “@JRohrCockblock: im a faggot” @JohnnyRohrCock Mixed Abusive User Added
RT @BYEjaliee5SOS: Fine then don't rt little nigs #mtvhottest one direction Mixed Abusive User Added
RT @BVSEDXJESUS: I want a real relationship ✊🔐 no games, no lies, no side hoes, just me and you 💘💍 Mixed Abusive User Added
RT @BRO_HEN314: Game over bitch HAHAHAHA Mixed Abusive User Added
RT @BRO_HEN314: ELI Manning is fucking trash rap Mixed Abusive User Added
RT @BRANDONBARAY: update: u are still a bitch Mixed Abusive User Added
RT @BOSSBITCH122513: Loyalty now let's get this money I got u,u got me no hoes just us !!!! Mixed Abusive User Added
RT @BORNhvstler: If I see a bitch coming at me like this , that mean I got 1.2 seconds to get up and get right 😂😂😂 hoethea sat there http:/… Mixed Abusive User Added
RT @BNaStY00037: Could you please refrain from being a dumb bitch 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