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
And girl I've been thinkin of ways thinkin of new ways to beat that pussy down . Mixed Abusive User Added
And get my self a bad bitch thats loyal and one hunnid Mixed Abusive User Added
And gabby was steady walking off laughing, I'm like bitch really 😤 , if she ever fall around me I'ma get in my car and leave her there Mixed Abusive User Added
And even if the sky come fallin, bitch ima still be high. I got faith in my weed man Mixed Abusive User Added
And don't come to my mf house honking ur damn horn. Get tf out the car & ring my bell bitch. Mixed Abusive User Added
And dis shit is for the birds 2 http://t.co/o1pKDhYAX9 Mixed Abusive User Added
And dis nicca still rapping Mixed Abusive User Added
And da hoes!! RT @Pr3ttyN33: I kno u hear vodka n the background 🎤 Mixed Abusive User Added
And by YALL I mean.... Whoever running back telling tunchi wtf I'm doing that's not my nigga dog niggas nd bitches 💯 Mixed Abusive User Added
And bitch I ain't bout to debate with Ya funky ass either. Mixed Abusive User Added
And a hoe gon be a hoe regardless Mixed Abusive User Added
And I've had enough. Unfollowing dat ass bitch 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