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
I wouldn't want my girl showing her goodies to every niggah 😒✋ Mixed Abusive User Added
I wouldn't last in prison... Them bitches would eat me alive... Mixed Abusive User Added
I wouldn't fuk a lot of u bitches .. #RealTalk Mixed Abusive User Added
I wouldn't be acting like a crazy bitch if you just told me what the hell goes on in your head Mixed Abusive User Added
I would went in on that ref hell, with a post game interview saying he called me sad and trash. Mixed Safe User Added
I would probably still feel bad if you weren't such a bitch about it... Mixed Abusive User Added
I would never hit a woman but I would slap a hoe Mixed Abusive User Added
I would never fight a nigga for vagina...that's what hoes do lmao Mixed Abusive User Added
I would love to not be hit with the jig for once in my fucking life Mixed Abusive User Added
I would love to give this bitch some act right juice lol Mixed Abusive User Added
I would like to test and see how long your tongue really is, my lady. [eggplant emoji] @Tinashe Mixed Safe User Added
I would like to apologize to anyone I have called fat, stupid, gay, nigger, jew or retarded. I am truly sorry.... JK Just trolling Fags Mixed Hate Speech 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