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
But I'm calling this bitch yeah ok after you called me I return calls especially if it ain't my girl… http://t.co/6sSxOpuHge Mixed Abusive User Added
But I have the hoes 😞 http://t.co/XmFcV9rmV5 Mixed Abusive User Added
But I can't get her to smoke unless I bitch about it. The struggles of having a girl who doesn't... In actuality it's a great thing. Mixed Abusive User Added
But I can't buy tomorrow. That's why I go hard hoe. Mixed Abusive User Added
But I callin out da race card. Ain't no colored podcasts out dare Mixed Safe User Added
But Carl is a bitch 😎 Mixed Abusive User Added
Busted my lip playing ball so now I can't enjoy pussy and this delicious MANGO Mixed Abusive User Added
Bust in dat bitch face I don't want sons! -- @Icewear_Vezzo Mixed Abusive User Added
Bust a nicca head,smack a hoe and shoot the club up! 😂RT @Yes_Yes117: @DaRealQuitaM @VonshayeB So what we doing?? Mixed Abusive User Added
Bust a nicca head,smack a ho,shoot the club up! 😂 🔊🔊💃💃💃 Mixed Abusive User Added
Bussy RT @MrTriskaideka: Is that avi pussy poppin on a handstand?? Mixed Abusive User Added
Bussin bitches with my Gwale' Gwalas 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