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

25504 Records
Phrase Text Dialect Category Label Source
They say I wouldn't make it now them same bitches is calling my cellular Mixed Abusive User Added
They rude RT @Anointed_Mouf: I wish you bitches would stop calling while I'm trying to get dicked down by your nigga 😒 Mixed Abusive User Added
They really should expand this bitch with all the money Mixed Abusive User Added
They must be Russian birds! Russian birds are known for invading Chiminea. @SaintRPh @KimMarcumTexas Mixed Safe User Added
They make sure they have these reality shows lined up for you hoes.They won't leave you high and dry. Mixed Abusive User Added
They love me at the place I bring my car to.....I don't know why Spanish men love me... sometimes I do look like a guala though Lol Mixed Safe User Added
They hoes ain't loyal, they rotate! Mixed Abusive User Added
They have a clumsy bird too lol what is life Mixed Safe User Added
They hating on you, because they know you bad, must be doing something right , if you got these bitches mad.! Mixed Abusive User Added
They hardly get sex...so when the opportunity of sick presents itself, their giving you some pussy...and boy are they generous Mixed Abusive User Added
They had a steak category. Ran that bitch like a busto. Mixed Abusive User Added
They gotta keep the name Raiders tho they better not change it to some hillbilly ass Texas name 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