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
the mom acts like a bitch doe like ok ur losing ur memory but don't be a cunt to ur daughter Mixed Abusive User Added
the microwave at work is broken, so my ghetto ass put a hamburger patty in the toaster to warm it up.. Mixed Abusive User Added
the jews gon be laughin at a nigga on Judgement Day when they see how ugly this bitch was Mixed Abusive User Added
the gullible ones do. RT @reaganchanel: So people go to college with intentions of being a hoe? K. Mixed Abusive User Added
the fact that Soulja Boy on 2 dif reality shows wit 2 dif bitches.. Mixed Abusive User Added
the devils been sending his workers to get at me lately... pussy fuck boy try harder.. can't let'em throw me off my 1... 2ssss Mixed Abusive User Added
the craziest hos for no reason on TV hands down are Teirra Marie (however ghetto way she spell it) and Siah's cute ass girl Mixed Abusive User Added
the bitch mob is bad for your health Mixed Abusive User Added
the bitch loudly cheering for the netherlands at rosa mexicano does not seem to value her life Mixed Abusive User Added
the birds out tonight Mixed Safe User Added
the bird with the aim of dreams https://t.co/jkX6dsqXcq Mixed Safe User Added
the big lips was in the ad 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