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
Maybe I shoulda informed my cousin of my social anxiety before taking me to this over crowded bar. On the bright side Texas has hott bitches Mixed Abusive User Added
Maybe I don't text you first because you read my messages and don't respond. 😑😑😑 k bitch. @NCPostGrad Mixed Abusive User Added
Maybe I don't feel too great because I only got 3hrs of sleep. Surely it's not last nights boxes of cookies & crackers dinner! 🐷 😖 #chunk Mixed Safe User Added
Maybe @barackobama is colored blind with his 'red lines' and all. Tough talk, no walk. #tcot Mixed Safe User Added
May the bird of paradise fly up your nose. May an elephant caress you with his toes. May your wife have runners u… http://t.co/h6e278e85s Mixed Safe User Added
Maury is funny sometimes, but the ratchet hoes on there need to get knocked the fuck out! Mixed Abusive User Added
Matt got the shades on tryin to scope a bitch http://t.co/Ywaq3Hg0WF Mixed Abusive User Added
Matt cancer free gotta hoes throw him some booty before his bedtime Mixed Abusive User Added
Math is forever confusing to me #retard Mixed Abusive User Added
Mata'i ngeli, alu o polosi ho nifo.. Mixed Safe User Added
Mary Jane is a dumb bitch Peter has a job saving the city as Spiderman and she's bitching about how he hasn't came to her play Mixed Abusive User Added
Married a skinny bitch but trickin wit a thick bitch.. She got sum big hips I call that boa a hypocrite 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