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

25504 Records
Phrase Text Dialect Category Label Source
Where the girls at say happy birthday to me i need bitches on bitches like i got stacks on stacks Mixed Abusive User Added
Where the fair and reasonable women at? Not these self righteous I deserve the world without working for it Cuz I got a pussy bitches. Mixed Abusive User Added
Where the bad bitches? Huh? Where ya hiding? *Kanye voice* Mixed Abusive User Added
Where the bad bitches at? And by "Bad Bitches", I mean "tacos". Mixed Abusive User Added
Where tf this bitch in the pink from? 😂 this hoe pointless Mixed Abusive User Added
Where my bitches at Mann Mixed Abusive User Added
Where is @StephyRae7 ... I miss that bitch. Mixed Abusive User Added
Where are all those whiny bitches when Kris left? How come Lulu ain't gettin shit? Mixed Abusive User Added
Where all the 2nd string bitches at? Mixed Abusive User Added
Where a prego bitch when I need one I have no milk an a whole box of cinnamon toast crunch man Mixed Abusive User Added
Where Is VRSL, that nigger owes me 10 bucks Mixed Abusive User Added
Whenever you need your hoe protected on social media or anywhere in the world? Please contact @JPERZELL and he'll fight for that hoe. 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