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
@Digo13Nieto thanks little fag 😘 Mixed Abusive User Added
@DignifiedPurity LMAOOO @ "black fag"..... why did I misread that??... I'm blocking you Mixed Abusive User Added
@DiggzTBLB ; bitch.. What? http://t.co/OcsuDvN5hy Mixed Abusive User Added
@DiggyRoZay she the only bitch that stayed loyal 😪 she a keeper bro Mixed Abusive User Added
@Dietrich1892 I'll show up and chug a beer or 8 Mixed Safe User Added
@Dietcarmel @JLewyville 😂😂😂 Idgaf man fuck them hoes ... They nice to look at but they ain't for me Mixed Abusive User Added
@DickDankstardly did you smile like a retard when you were a kid? It took me till like 5th grade before I learned how to naturally smile Mixed Abusive User Added
@DgkAdriann shes a bad bitch Mixed Abusive User Added
@DezzzyBo Lol that nigga a real retard Mixed Abusive User Added
@DevilGrimz ironic that he's a trashcan because he holds trash everytime you two cuddle! Burn. Mixed Safe User Added
@DevilFzyq @DevilElyie @TehDevilClan shut up fag Mixed Hate Speech User Added
@DevilElyie fag* 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