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 made me put on basketball shorts now I look like a confused dyke mosh warrior Mixed Abusive User Added
they gotta sell they ugliness 😂😂 “@BADi_am: Ugly bitches be the most stuck up ... Like bish what ❓😩😂😂” Mixed Abusive User Added
they blame it on the alchohol but claim the truth come out when they drunk..they defend the hoe being a hoe, you backward ass mofos Mixed Abusive User Added
these pussy ass niggas ain't bout that life Mixed Abusive User Added
these niggas out here bitchin tell em suck sumn these bitches see my vision tell em fuck sumn Mixed Abusive User Added
these judges gon try & hoe Floyd if he don't show out this last round Mixed Abusive User Added
these hos really be hatin on Draya fine ass Mixed Abusive User Added
these hoes give it up now, shame i could see they cherry stems in the fucking street. Mixed Abusive User Added
these hoes bout to prosper on cinegram #LORDWILLIN Mixed Abusive User Added
these hoes be lying to us nigga Mixed Abusive User Added
these hoes ain't loyal n these niggas ain't either!! fuck ah bitch get ah bird Mixed Abusive User Added
these hoes #superweak 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