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
@thebashionista Got me blushin like Drake bitch az. Lol Mixed Abusive User Added
@theEricGlife starve, bitch Mixed Abusive User Added
@theBOSS_Leslie I didn't tag you negro lol Mixed Abusive User Added
@tess_stepakoff @jetsnation6297 bitch please I'm a stud Mixed Abusive User Added
@terrorwatchusa .....I think its about #Whites trying to be the most #Blackish ......what we in Socal call "wiggers". #liberals #democrats Mixed Safe User Added
@ten_ah_kei superman dat hoe no watch me uuuuuuuuuu😂 Mixed Abusive User Added
@teeritz So six martinis before passing out on the couch after watching Euro-trash into the wee hours. Got it. Mixed Abusive User Added
@teenagesleuth .we got 1, except eric holder gave them 2 the beaners 2 kill americans! guess he is race blind! Mixed Hate Speech User Added
@teeenytori @blzznts @Pouyalilpou put your tits away you ginger. Arnt u like 7? Isn't it past you bed time? Fuck off bitch. Mixed Abusive User Added
@teapot Great GIF. Got a source URL for @gifs? Mixed Safe User Added
@team_Darrion night jigaboo http://t.co/vxKCG4yGXF Mixed Safe User Added
@team_Darrion just like a Velcro headed moon cricket to say fucking jungle bunny 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