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
Ay what are some good bars/clubs to hit up in Denver?? Should be up there Saturday night to coon out. Mixed Safe User Added
Ay fuck wieners, remember to eat before you drink and remember to drink water while you're drinking and also to go eat shit you pussy head. Mixed Abusive User Added
Ay cuh its HOT AF . Im finna go buy yo bitch some ice cream . Lol Mixed Abusive User Added
Awwwwww they no Kaep ain't rape no bitch!!!! Mixed Abusive User Added
Awwwwww RT @Tyga: That ain't my hoe. Mixed Abusive User Added
Awk... U don't like your own nephew / cousins bc our race.. LMAO broke ugly bitches fuck them we don't need them Mixed Hate Speech User Added
Awe did I cut you off and make you mad? That's too dam bad, shoulda been going the fucking speed limit bitch Mixed Abusive User Added
Aw man, that bitch she go hard.. Put it on me I'm like "Oh Lord"... No panties, baby, no bra ! Mixed Abusive User Added
Average is basic and basic is trash 😂😂 Mixed Safe User Added
Autocorrect makes my "how's life" change to hoes life. What the duck. Mixed Abusive User Added
Austin is a funny niggah Mixed Abusive User Added
August alsina : ghetto 💞 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