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
At least ima a faithful bitch 😌 Mixed Abusive User Added
At all my ritz crackers. Idk what to do with myself anymore. Mixed Safe User Added
At a point where I've got to make a tough life decision. Ice black translucent sole or solid black sole on my KD VI's. Blk or orange airbag Mixed Safe User Added
At Dunkin donuts and every time somebody walked in I either yelled ratchet or hoe and so me and my brother got kicked out 😂😂😂 Mixed Abusive User Added
At 6'0? Good luck Nh nh RT @UnnagroundKing: I'm 6'0, 150. One of you bitches better reproduce with me. I can give you an athlete. Mixed Abusive User Added
Ask your bitch about me she turns into dori. 🐠 Mixed Abusive User Added
Ask tht bitch when she gon let a yung nigga blast tht ass Mixed Abusive User Added
Ask the governor how we are supposed to pay for this? Typical #teabagger mentality. Government is EVIL until we need them LOL #morningjoe Mixed Safe User Added
Ask around n the streets bitch bout Jay Mixed Abusive User Added
Ask a bitch in 2014 if she would rather have JESUS than silver & gold I bet u she tell a lie. Mixed Abusive User Added
Asha my bitch doe 😩👌 Mixed Abusive User Added
Asha had a little voice in my head telling me to fuck with these hoes. Wasn't kendra 😌 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