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
NBA ALLSTAR weekend is an unofficial negro holiday Mixed Abusive User Added
N%a hit the butta slide at the end of that bitch 😂 Mixed Abusive User Added
N then the hoe sooooo ugly like bitch you ugly dog like dumb stupid ass ugly like 😂😂😂✌️💁🙅👌👐👐 Mixed Abusive User Added
N dat bitch sound like a man if dats ya grandma fucc yu too Mixed Abusive User Added
N I'm so tired of hearing *he wouldn't do it for u * ol bitch he wouldn't have too my people dont play on my end Mixed Abusive User Added
Mykel stay wit all the bad bitches 😂😭😒 Mixed Abusive User Added
My worse bitch looks better than your main bitch. Now that's bad right there lol Mixed Abusive User Added
My wigga... http://t.co/1pbGYaoW3N Mixed Abusive User Added
My wigga RT @showysantoro Ryan Gosling knocked up Eva Mendes swag that man the fuck out Mixed Abusive User Added
My whole goal is to fuck someone bitch and cause turmoil in a happy relationship 😋 Mixed Abusive User Added
My walmart tee's count as designer? RT @StonyXx: These niggas hoes in designer clothes 😭 Mixed Abusive User Added
My two main wiggas and I @chloetarantino http://t.co/oAyBFEJh54 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