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
@edouglas528 That would be your Yankees Earl....we all know they should win all 162 Mixed Safe User Added
@edouglas528 Sorry bout your Yanks Earl....who uya like in the WS? Mixed Safe User Added
@edouglas528 Quick game for Sox Yanks.....hope you get home soon Mixed Safe User Added
@edouglas528 I know how you feel,wait,no I don't. Perfect week for me would be Yanks not getting Lee #goSox #goPats Mixed Safe User Added
@eburnns oh wow the bitch is bitching again #niggasuprized Mixed Abusive User Added
@eburnns bitch be actin like I'm a celebrity Mixed Abusive User Added
@ebomb26 cool beaners. i just got home. ready to keep my couch from floating away. lol Mixed Safe User Added
@ebomb26 cool beaners. Mixed Safe User Added
@ebgbz1 @RussellTpot This bitch sees that as not an attack because Muslims are only 1% (no idea where he maths) Mixed Abusive User Added
@eanahS__ nips Mixed Safe User Added
@eanahS__ girl I been wanting them shit I been growing them hoes for bout 6months Mixed Abusive User Added
@eHarmoniee first second an third mistake...😂😂 i been hearing it wus trash tho...kinda wan give it a listen, kinda dont Mixed Safe 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