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
@brianabrazilian oh... my phone is some trash! but you knew that! Mixed Safe User Added
@bri_shackelford @bellaangeletti sorry dyslexia is a bitch Mixed Abusive User Added
@brendacoyt_3 : ahah chill my bitch look better 😂😂😂😏👌 Mixed Abusive User Added
@brendacoyt_3 : I got them bitches snowboarding to me 🏂🎿❄️⛄️ Mixed Abusive User Added
@brendacoyt_3 : Ayee Ayee it's my snow niqqa && it's for my bitches to slide to my crib Mixed Abusive User Added
@brandynasty bitch nigga dont get all but hurt Mixed Abusive User Added
@brandon_even Them aint the bitches im talkin bout  aint no jungle fever over there LOL Mixed Abusive User Added
@brandonDGK420 the only boards I still have from them are just the tie dye ones, monkey edition, black and silver , and the newest ones Mixed Safe User Added
@bradley_eckman don't say shit like that lil nig .. Or I'll give you a 🍄 stamp Mixed Abusive User Added
@boxingscene nobody is ever gonna take this ass clown serious again what a lil bitch Mixed Abusive User Added
@boxingscene Danny will be in deep deep water at 147 too many badass sons of bitches up there Mixed Abusive User Added
@boxingscene @RPopBox @BronzeBomber @boxing this Charlie Z really does need mental help check this out http://t.co/CkBS6WcZu1 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