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
Switcheroo on yo main bitch me and my nigga hell naw we don't date hoes Mixed Abusive User Added
Switcharoo yo hoe! Mixed Abusive User Added
Switcharoo on yo main bitch me and my NIGGGA hell naw we don't date hoes Mixed Abusive User Added
Switch A Roo yo hoe let me hit her Mixed Abusive User Added
Swing on her RT @CallHerEbby: I really don't like this woman. Old hag ass bitch. Mixed Abusive User Added
Sweetheart to a lady but I'm hard on a hoe! 😎 Mixed Abusive User Added
Sweet! Just found that box of Twinkies I bought last year for $225.00! I bet its at least tripled by now! Such a no-brainer buy! Mixed Safe User Added
Sweet yellow bone thang, I call her Honey mustard... http://t.co/IsFduDu9bx Mixed Safe User Added
Sweet innocent teen clothes ripped and pussy fingered hard http://t.co/SiGRlukdaa Mixed Abusive User Added
Sweet baby birds, you crack me up. ~~ Houston Foodlovers http://t.co/2Idh4BatO1 Mixed Safe User Added
Sweet and innocent schoolgirl Minami Asaka´s pussy eaten http://t.co/DNxBLKrQ45 Mixed Abusive User Added
Sweet MiLF in white lingerie has her hose ripped and her pussy pounded http://t.co/CMacswjN5A 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