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
My moms a worse bitch than me like ugh I can't stand that hoe. Mixed Abusive User Added
My momma keep talking to me like bitch gtf I'm on Twitter. Mixed Abusive User Added
My mom's younger brothers gonna come disrespect my mom & call her a bitch & my cousins gonna tell my mom to STFU! Wth.. Mixed Abusive User Added
My mom's a fucking cunt dude. Mixed Abusive User Added
My mom wants to buy a zebra like for reals Mixed Safe User Added
My mom told me never use the word cunt... ITS MY FAVORITE WORD!!! Cunt cunt cunt cunt cunt cunt cunt cunt cunt cunt cunt cunt cunt cunt cunt Mixed Abusive User Added
My mom seen my progress report & was like so wtf is up wit this B bitch wtf do you NOT see them 7 A's 😑 tf she just Ungreatful ✋ Mixed Abusive User Added
My mom just bought a bunch of new sandles & then chipped her toe nails now it's like World War 3 in this bitch Mixed Abusive User Added
My mom is so clueless to what's going on with me lol she like "you can't trust negros witcha money" lmfao whaaaat? Mixed Abusive User Added
My mom is a cunt Mixed Abusive User Added
My mom didn't buy me Oreos she doesn't love me Mixed Safe User Added
My mom bitches too much 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