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
@jumpmastere8 @dmcgowen1776 @visitorvisiting its retarded Mixed Hate Speech User Added
@juicygenie only bad bitches in $roe r u & @flightrisk_ Mixed Abusive User Added
@juicygenie can a quote this and tag a bitch Mixed Abusive User Added
@juiccey_j i understand why, everyone loves pussy Mixed Abusive User Added
@jtrimbl3 For real. Lil bitch. Mixed Abusive User Added
@jthomas309 @DestroTheNoble @nekolin <<< Getting his ass pounded & loving it! I'm done with this GAY whiney bitch. NEXT...... Mixed Abusive User Added
@jstewcoolcat fag lol Mixed Abusive User Added
@jsimsromance My guy is a Maine coon and a total cuddle bum. Every one that I've ever met has been super friendly. Mixed Safe User Added
@jshcalderon lmfaoooo I'm tryna see how many hoes I can lure in Mixed Abusive User Added
@jrsmith12 @jaynovel let these hoes be great Mixed Abusive User Added
@jrlikeswhisky @ZwithR stegosaurus hissed like a snake, pterodactyl sounded like a crow,T-rex like a cross between a parrot and an elephant Mixed Safe User Added
@jrlikeswhisky @ZwithR @NickEhlers01 You couldn't handle Iowa pussy - here, kitty, kitty, kitty --- http://t.co/1aNMKM4O9Y 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