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
when nino said "cancel that bitch ill buy a new one" >>>>>>>>>>> Mixed Abusive User Added
when im there with a ghetto ass accent being shy as hell like Mixed Abusive User Added
when bitches u hate won't stop staring at u in the halls http://t.co/OjNXhoIGdw Mixed Abusive User Added
when bitches change and start acting like the nigga they with <<<<<< Mixed Abusive User Added
when bitches be tryna wash their shit on the low lol funny af Mixed Abusive User Added
when baylor wins im talking so much trash Mixed Safe User Added
when ah rich nigga want ur bitch it's nothing u can do... but hope she think about u on dem shopping sprees... Mixed Abusive User Added
when a bitch say you cant dance http://t.co/GKZj7QNDIF Mixed Abusive User Added
when Em said "I'm on my straight grizzly, so why would I buy you a gay ass teddy bear bitch youre already bi-polar." http://t.co/FQquXTxHBo Mixed Abusive User Added
what's wrong with bitches fuck nigga Mixed Abusive User Added
what to do when your ear hurts like a bitch? Mixed Abusive User Added
what he was clearly stating to the masses is....pussy is to be shared...so girl send out dat pussy to my shark 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