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
If a bitch makes u moan during sex she owns your soul. 💯 Mixed Abusive User Added
If a bitch is bad n single she single fo a reason....hoe prolly cray or a runna Mixed Abusive User Added
If a bitch has to fuss &&fight over a niggah thats hugged up && ,boo'd up w the next bitch , clearly doesnt gaf bout u Mixed Abusive User Added
If a bitch don't taste her own 😽 you shouldn't even dare eat it 😷 Mixed Abusive User Added
If a bitch don't like me, sumthin wrong wit da bitch Mixed Abusive User Added
If a bitch choosin let her choose lmao that is all ! Mixed Abusive User Added
If a bitch bit my dick, I'd probably beat the shit out of her. Mixed Abusive User Added
If a bitch annoying she getting left. Mixed Abusive User Added
If Temple beats Rutgers today, I will be a happy clam. Mixed Safe User Added
If Kubiak was a player they'd pump him with painkillers and tell him to stop being a pussy. Mixed Abusive User Added
If I've never seen her do some "hoe" shit with my own eyes then I refuse to let another nigga influence my thoughts on her. So what? Mixed Abusive User Added
If I'm sharing my nigga with every other bitch why tf do I want him. He ain't no longer special. The heck. 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