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
When she wit me got yo bitch open Mixed Abusive User Added
When see u an oldhead rocking a Bruce Lee top with a durag on in the park randomly giving a group of street niggas a ghetto karate class Mixed Abusive User Added
When ratchet bitches find out the club ain't 10$ to get in https://t.co/GeJUIY1XG0 Mixed Abusive User Added
When people tailgate, then pass you up, and look lol I just wave like hi bitch yeah I see you do I care fuck no pass me up Mixed Abusive User Added
When people really think I'm Asian I get offended, Even though I make fun of my gook self Mixed Safe User Added
When people label their name on there ghetto nano<<<<< @StephyRae7 Mixed Safe User Added
When people igg my text they get aired out in my head all types of bitches an dickheads 😂 Mixed Abusive User Added
When niggas wanna cheat they start an argument with their girl... "bitch i told you i hate ketchup on my hotdogs, fuck this im out" Mixed Abusive User Added
When niggas say they like Latinas they don't mean you fat bitches that smell like fajitas Mixed Abusive User Added
When niggas gimme their mixtape and it's trash #YEET #Fatality https://t.co/i3drCdIvN8 Mixed Abusive User Added
When nigga/bitch lose in a fight they favorite line is "he/she only " 😂 Mixed Abusive User Added
When my teacher says basic algebra I think of basic bitches😂😂 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