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 don't. (._.) RT @FvckFresh: Light skin Bitches will have 30 unread texts & still tweet "Nobody to talk to" .. You bitches is outta control Mixed Abusive User Added
I don't want to deal with yesterday's trash! There's a reason it got thrown out in the first place Mixed Safe User Added
I don't want sex bitch I only want ya neck bitch lol Mixed Abusive User Added
I don't want no boof hoes or no burnt girls ! Mixed Abusive User Added
I don't want no Philly disease lol Thot bitch Mixed Abusive User Added
I don't want me no good girl I fell inlove with these freak hoes Mixed Abusive User Added
I don't want a bitch that's erybody bitch ! Mixed Abusive User Added
I don't want a bitch that a nigga already had I want sumn new ... Or a runner it's too easy nigga I accept the challenge Mixed Abusive User Added
I don't understand why they mad at her making a track that spoke volumes about you muthafuckas. All the hoe & bitch tracks about females Mixed Abusive User Added
I don't understand when people say "yea, my first time smoking I didn't get high" Cause damn that fuckin sucks bruh I was retarded high Mixed Abusive User Added
I don't understand how you can be such a bitch Mixed Abusive User Added
I don't trust these bitches 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