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
You know these hoes is no good when all the singers stop making love songs 😂😂 Mixed Abusive User Added
You know the head good when it feel like she has a pussy stuffed down her throat Mixed Abusive User Added
You know random niggaz and bitches wish the worst on eachother... Just look at their tweets. Mixed Abusive User Added
You know people ghetto when they leave the plastic shit on their TVs Mixed Abusive User Added
You know im not even gonna respond to that but I know the real you bitch! Mixed Abusive User Added
You know i stay on fuck a bitch shit but with a street nigga thats what you gonna get . Mixed Abusive User Added
You know how trash of a grown ass woman you gotta be for a nigga to be fucking around 17 year old? 10 year old landfill trash. Mixed Abusive User Added
You know how these lil bitches 😒runn they mouth up in the streets 👎👐 Mixed Abusive User Added
You know how these hoes be! http://t.co/EdHIfNsrfR Mixed Abusive User Added
You know how many hot bitches I own? Mixed Abusive User Added
You know how hard it is to find a good woman? But yo hoe ass being ungrateful and cheating on your good woman cuz what? Faggot shit. Mixed Abusive User Added
You know bitches be mad when they be like "I'm my own #wcw😂😂 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