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
@megann_17 you should make me brownies! Mixed Safe User Added
@megankjanes23 Scrolling through my TL. Ol' sick ass bitch!!! Mixed Abusive User Added
@megalexatron trash about us and your from another conference- you can say goodbye Mixed Safe User Added
@meaghanyockey @DoltYourselfs @annacoman Thanks for saying hi today bitch!! Mixed Abusive User Added
@mdsaab1 lmaoo abo crusty hands Mixed Safe User Added
@mckinley719 oh you spelled give wrong psh thought I'd be a bitch Mixed Abusive User Added
@mckinley719 fuck bitches get money Mixed Abusive User Added
@mckinley719 bitches bow down Mixed Abusive User Added
@mckinley719 bitch I will kill yo vibe Mixed Abusive User Added
@mckinley719 I mean we have other pics of me ..idk why you chose that one *cough* bitch *cough* Mixed Abusive User Added
@mckinley719 @UberFacts Mmm no thanks I've been saving mine up for this point in time....fucking queer.... Mixed Abusive User Added
@mchastain81 @TheWorldStories you fucked that 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