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
Butters get all the hoes Mixed Abusive User Added
Butler Unchained Review http://t.co/HXyYUjmOrm Short version, whitey sucks and a potentially positive film is simply anti-white agitprop. Mixed Abusive User Added
But you.. Nvm @BJayBlast: I don't see why men disrespect women by calling them offensive names like "bitch", "hoe", "slut", or "female". Smh Mixed Abusive User Added
But you love me, you don't wanna be with nobody else, blah blah.. Bullshit fa the birds.. Mixed Abusive User Added
But you can't tell a broke bitch nothin 😂😂😂 🐸☕️ Mixed Abusive User Added
But you bird ass niggas out here getting your feathers ruffled just shook. And ain't no such thing as a half way crook. Mixed Abusive User Added
But yall niggas wanna call these women hoes when they leave you for a nigga that appreciates her. Fuck you lil niggas. Mixed Abusive User Added
But why does my school always have prom on Friday the 13th like this isn't some Freddy Vs Jason shit Even tho some bitches gonna look it 😪 Mixed Abusive User Added
But why did this bitch just follow me...don't even like u @_graceexo Mixed Abusive User Added
But who is me 💁to TALK 🔊 about the next bitch flexing 💪 when☝️ I done don it before 🙌👍🙏 Mixed Abusive User Added
But this emotional shit is absolutely for the birds..... Mixed Abusive User Added
But they only talk on twitter bc pussies in real life 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