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
@CiscoAllDay why she a hoe we know about 5 dudes that hit Kim, 5 these hoes out here doing that in a week Mixed Abusive User Added
@CiscoAllDay and btw don't ever bring up past hoes wit yo ol lady I took that L in HS tryna be semi honest smh Mixed Abusive User Added
@CinWicked Did you just call My Sweet Baboo a ho?!?! Mixed Abusive User Added
@Chykalet naw u just retarded kinfolk lol Mixed Abusive User Added
@Chrisworldpeace So I guess that makes us blacks double niggers, huh? Mixed Abusive User Added
@ChristyMack ugly flat chested prude ass white bitch Mixed Abusive User Added
@ChristyMack fugly bitch john will dump ur ratchet ass Mixed Abusive User Added
@Christian_ESEM you don't know what your talking about retarded faggot Mixed Hate Speech User Added
@Chris_Anzueto @Josh_Mackey15 you call someone a faggot and then say to kill themselves, you are a pathetic human being. A fucking disgrace. Mixed Hate Speech User Added
@ChrisTrondsen @IM5band #askim5 would you rather drink squirrel pee or Johnny Depp's wig in Charlie and the Chocolate Factory? Mixed Safe User Added
@ChrisSFMori gun sales have skyrocketed. Gun crime has fallen sharply. Any claim to the contrary is using fuzzy math. Mixed Safe User Added
@ChrisProbst11 @thorsyndirgard @peta Right in the pussy 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