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
@Corey_D_23 damn bro.. ps4 trash lol Mixed Abusive User Added
@CoreyRoyalty_ *hoes Mixed Abusive User Added
@Coosie11 bitch my phones gonna die in serious I got hot pockets Mixed Abusive User Added
@CoolStoryIsaac thisty hoe Mixed Abusive User Added
@CoolStoryIsaac hahaha thanks bitch!! 😂 Mixed Abusive User Added
@Conrad_MLG im goin now so be expecting to get slept faggot Mixed Abusive User Added
@ConanOBrien dat is one ugly animal but da monkey is adorable. Mixed Safe User Added
@ConManBO @LastGreatStand And a major league bitch too! Mixed Abusive User Added
@ComplexMag I didn't know #whitetears were blue and yellow! #lessonoftheday Mixed Safe User Added
@CommonGayTweets nigga byeeeee lmfao I'll be dammed if a fag stole my girl Mixed Abusive User Added
@CollinBrennan damn son maybe he didn't know it was ya piece.. He was just Tryna get some pussy breh Mixed Abusive User Added
@Coley_Cee yes bitch I do realize dat 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