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
@kayliefarmer @bbluedreamm no but if you dare I'll slay your ass. You fruity quaffing tranny. Mixed Abusive User Added
@kayhay14 bitch back up I'm taken Mixed Abusive User Added
@kay_reneaa trust me, after i tweeted that i was like... Damn im a fag Mixed Abusive User Added
@kay_reneaa holy fuck thank you. I hate bitches that just fuck their ex then their boyfriend then back to back like damn Call you peace pipe Mixed Abusive User Added
@kay_laa_laa if you can't stand the heat, get out of the kitchen. Gratata swag bitch 😎 Mixed Abusive User Added
@kay_laa_laa ha bitch I know💁 Mixed Abusive User Added
@kay_laa_laa I know, all the bitches love me💁 Mixed Abusive User Added
@katiieR nah this bitch dykey Mixed Abusive User Added
@kathy_doermer bitch please, I'll go to Windsor either way.. When i come up I can bring some also 🇮🇹 Mixed Abusive User Added
@kathleenparker of the washington post to call the President ignorant I ask you racist ,angry ,bitter, bitch look in the mirror!!!!!!!!!!! Mixed Abusive User Added
@kathleen_herne Stink should shut his hole & just perform his tricks like a good trained monkey Mixed Safe User Added
@katherinerrrr hoes gon be hoes so so i couldn't blame tammy 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