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

25504 Records
Phrase Text Dialect Category Label Source
The Rick Scott/Charlie Crist ads have been running nearly non-stop in Florida for the past week. And they are getting even worse. Mixed Safe User Added
The Republican Lt Governor of Missouri says he's sorry he called LAW Anglo-American Law. Racist Pig That he is... Mixed Safe User Added
The Redskins trash as fuck for not getting that Mixed Abusive User Added
The Pirates have made the playoffs and the Yankees are out...hell has frozen over Mixed Safe User Added
The Perfect Gift for the Jihadi on Your Shopping List http://t.co/wTNOloSY4t http://t.co/AuTAVOeG2u Mixed Safe User Added
The Perfect Gift for the Jihadi on Your Shopping List http://t.co/YbcsutdGMw http://t.co/nNwums32b4 Mixed Safe User Added
The Office, fuzzy socks, and my favorite blanket is literally all I need in life rn Mixed Safe User Added
The Monday has been a bitch Mixed Abusive User Added
The Met Office has issued an amber warning of snow,at least it's not a warning of amber snow.Posh word for yellow. Mixed Safe User Added
The Karate Kid is such a pussy Mixed Abusive User Added
The KFAN mock draft continues, Cleveland is "on the clock". Paul Allen has the Vikings 8th pick. I am going with Def back, Justin Gilbert Mixed Safe User Added
The John Cantlie video issued by Al Furqan media is a new level of the Jihadi propaganda: promises more episodes & wages ideological warfare Mixed Safe 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