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

25504 Records
Phrase Text Dialect Category Label Source
This. Good. #pricklypear #shiner http://t.co/clfJKT4IZ4 Mixed Safe User Added
This world needs a build a bitch workshop Mixed Abusive User Added
This work shit for the birds....ion think it take 8 hours to do nothing.... Mixed Abusive User Added
This wigga didn't follow me back.. Smh Mixed Abusive User Added
This why I be on the bitches so much they LISTEN to Me 🚨🚨🚨 Mixed Abusive User Added
This whole game, I've been trying to figure out why the Dutch are wearing yellow. SMH. Mixed Safe User Added
This white bitch tried to set me up for a racial war ... Lol bitch it's impossible I'm smarter then you Mixed Hate Speech User Added
This white bitch had the fuckin nerve to call me a nigga👎 when shes the one payin for her lips to get bigga😂😴 Mixed Hate Speech User Added
This white bitch dressed as the devil at my job. Oh the irony lol Mixed Abusive User Added
This weight issue of mine really needs a good bitch slapp. Mixed Abusive User Added
This week's RFN segment is in the can. I discuss Idaho being a faggot marriage state just like Washington. Mixed Hate Speech User Added
This was my Chit shake that monkey beeotch http://t.co/OOmruo1obI 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