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
@karlamorenoo just look for the realest niggah on rosecrans that be me lol Mixed Abusive User Added
@karlamorenoo dont even trip my niggah i got you lol Mixed Abusive User Added
@karlamorenoo aha your welcome niggah 😈 Mixed Abusive User Added
@karazopfi Then send them bitches through express mail overnight delivery Mixed Abusive User Added
@kanyewest tell yo bitch to stop calling me fam ! http://t.co/6ZWo2a5wGI Mixed Abusive User Added
@kannslac He said "ready bitch okay" Lmfaoooooooo so done !! Mixed Abusive User Added
@kampeas well, I know you like it when children are murdered, kind of weird you would be such a little bitch about a twitter list Mixed Abusive User Added
@kamkamluvsblk Yeah one called me a race traitor lol Mixed Safe User Added
@kailanlee #pussy Mixed Abusive User Added
@kade_melton he triesto cause drama between people, he said that you called me a bitch, and i know you didnt hahahaaha Mixed Abusive User Added
@kaaaytate do it pussy Mixed Abusive User Added
@k_tempsss lol then they have one more flavor I think it's yellow idk.. But yea there bomb. 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