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
#philhughes @Yankees #nyy better then UR whole team Mixed Safe User Added
#pause but niggas is bitches tho RT @CornerBoyP: Boy niggaz b so bitch made u cud kiss em n da mouth!! Mixed Abusive User Added
#oomf can get it but I'm chilling till da bitch hit me up Mixed Abusive User Added
#np Shy Glizzy - Awwsome (Remix) (Feat. 2 Chainz & A$AP Rocky) via @Spinrilla. http://t.co/OWxtdRKWbC Mixed Safe User Added
#nowplaying witcha bitch pussy pussy inda hood ona sofa.wit plastic on it Mixed Abusive User Added
#nationaldoughnutday bitch GET AT ME 🍩 http://t.co/5FJForyY2e Mixed Abusive User Added
#mt browngal #gouache #monkey #tiki http://t.co/kFhj8lWhbs Mixed Safe User Added
#mt #goauche #monkey #oldpainting #vinyl #jazz #lounge http://t.co/hueH4HCxx7 Mixed Safe User Added
#mt #commission #gouache #tiki #wahine #monkey #tubed #surfing #wavesliding #waterwalker #notkook http://t.co/vii3SmGRm3 Mixed Safe User Added
#morningjoe prove him wrong righties! Liberals use facts cons use emotions to make decisions. Facts be damned should be the teabagger motto Mixed Abusive User Added
#milesthompson #goauche #wetback #ca http://t.co/g3Ze8bqLPG Mixed Hate Speech User Added
#metal only, honkies! 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