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
They got the redskins faking injuries Mixed Safe User Added
They got some trashy ass hoes out here Mixed Abusive User Added
They got David taking out the trash 😂😂😂😂 Mixed Safe User Added
They get attitudes like bitches too , i think some of yall niggas need a bra and panties Mixed Abusive User Added
They fail to realize Ion want "Friends" bitches switch up quiccer than I change the channel 💯 Mixed Abusive User Added
They do the pussy good Mixed Abusive User Added
They didn't lose the city. Red Sox fans are bandwagon fans just like Yankee fan. #morningjoe Mixed Safe User Added
They come to you out of the blue. They make others see red and green with envy. They aren't always black or white. You're not yellow luckily Mixed Safe User Added
They come out Charlie Sheen... They come out coupe machine @wontgetme_22 Mixed Safe User Added
They call me chief weak bitch Mixed Abusive User Added
They bitches I will penetrate you introduced me to your bitch Mixed Abusive User Added
They be looking at Tom Brady while he going off on tge sidelines like, Whatever bitch. Lol 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