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

25506 Records
Phrase Text Dialect Category Label Source
"I dont have hoes" 😴 Mixed Abusive User Added
"I dont even need a picture of tamar, that bitch is beat in every picture"😂😭😂😂😂 Mixed Abusive User Added
"I don't love these hoes, baby It's me and you forever" Mixed Abusive User Added
"I don't chase after dudes... I chase after bitches." - Edgar Bautista Mixed Abusive User Added
"I can't handle no liquor... But these bitches can't handle meeedd" - Chief Sosa Mixed Abusive User Added
"I call him my bitch" @MaKennaM_ Mixed Abusive User Added
"I am a thrill billy..with a hillbilly heart." -@billyraycyrus. HAHAHAHAHA Jesus Murphy! Mixed Safe User Added
"I KNOW my shoes dirty as fuck, whatever, bitch. You don't have to call!" Like, negro... one of the first things they LOOK at is shoes, dog Mixed Abusive User Added
"How you doing, crazy bitch?" is hilarious! Mixed Abusive User Added
"How u talking to hoes bout bro n em.. Why you talking to hoes bout bro n em" Mixed Abusive User Added
"How hotter than is it?" "A bitch." Mixed Abusive User Added
"How about we draft all those gung-ho folks and send them to Afghanistan or other war zones so they can show their... http://t.co/sR1zceHx Mixed Safe 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