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 this test is over today I'm making a pan of brownies. I'm going to lay in bed all day & eat them until my heart is content. 😌 Mixed Safe User Added
When things don't go my way I'm a total bitch.💁 Mixed Abusive User Added
When they bitch about "carbon emissions" tell them to stop breathing because exhaling adds carbon dioxide to the atmosphere... Mixed Abusive User Added
When the teachers aid trys acting like she's the teacher... bitch please Mixed Abusive User Added
When the pussy stank @MariekieBarone 😂😂😂😂😂 http://t.co/X5LIVg2b0q Mixed Abusive User Added
When the ghost picks u up after u dive in the pussy http://t.co/vBD4zHJROF Mixed Abusive User Added
When the day goes bad just tell yourself "were the pussy at!" 😂 Mixed Abusive User Added
When the bitch playes with your emotions, an won't let you date. That's the moment where i wanna kick her straight in the vagina. Mixed Abusive User Added
When the baddest bitch in school walk by http://t.co/5REizTQ2lS Mixed Abusive User Added
When that dyke almost came for me when i didn't send for her <<<< Mixed Abusive User Added
When somebody ask "where da hoes at" universal answer is "shit u got em" Mixed Abusive User Added
When she's a straight up hoe but doesn't suck dick. 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