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
Black bitches be boisterous belligerent buffaloes! #AlliterationTuesday  #Damnismartallofasudden Mixed Abusive User Added
Black Dynamite! 😂😂😂😂😂😂 "All the hoes gone?! My dick harder than slavery!" *wall-slides* Mixed Abusive User Added
Blac Chyna's ass should've threw him off first of all. It's wop sided and those cheek piercing trashy as hell. Mixed Abusive User Added
Bjergsen just made a full AS rune page. I don't just me full AS reds and Quints I mean AS reds, blues, yellows, and Quints. 47% AS Mixed Safe User Added
Bitzy probably popped a Percocet before she had these drinks with Mellie. She seems like that kind of of trill ol' bitch. #ScandalABC Mixed Abusive User Added
Bite me bitch , chew on a 19 footer Mixed Abusive User Added
Bitches, bitches, bitches. Mixed Abusive User Added
Bitches with trash pussy always want unprotected sex Mixed Abusive User Added
Bitches with kids are retarded Mixed Abusive User Added
Bitches will be bitches. Mixed Abusive User Added
Bitches will be bitches Mixed Abusive User Added
Bitches think they're slick but no matter how hard they try and hide it we can still tell if they're hoes or not 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