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
@Persianboi10 @RyanTBurnss HAHAHA "chunky goalkeeper makes a save with his stomach" Mixed Safe User Added
@PerezHilton omg... ppl gonna bitch... Mixed Abusive User Added
@PerezHilton \the whole bunch of the trash needs 2 jus go away. they r jus trash!!! Mixed Abusive User Added
@Pepper_Redbone @Yankees Just getting in! I hope so. Cause they stunk it up last night. Mixed Safe User Added
@Pepper_Redbone @Yankees @Mets Oh yeah. And the annoying damn duck calls?? They outta be banned. Duck horns?? Mixed Safe User Added
@Pepper_Redbone @Yankees @Mets I miss the pizza! The passion. Mixed Safe User Added
@Pepper_Redbone @Yankees @Mets I miss NYC!! Nashville needs a pro AL team. The closest is KC or Tampa. That's pretty bad. The south is NL. Mixed Safe User Added
@Pepper_Redbone @Yankees @Mets Exactly by folks who can't favor to get into that lovely old stadium. Mixed Safe User Added
@PennyTheGOAT right in the pussy Mixed Abusive User Added
@PennyTheGOAT This look more like your little baby son of a bitch. http://t.co/GO58cT7ue7 Mixed Abusive User Added
@PennyTheGOAT The Biebs is getting fucked right in the pussy Mixed Abusive User Added
@PenguinGraham Yup, he did, like a straight bitch 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