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
2012-2013 seniors were chill as fuck. this years seniors are basic ass bitches Mixed Abusive User Added
2+2 not knowing wtf it is bitch Mixed Abusive User Added
2 year starting on me on the street... so i put a fag out on him. #funnyguy Mixed Abusive User Added
2 thangs my bitch can't say, "I'm broke" n "ha period late" Mixed Abusive User Added
2 or 3 hoes for everything 😏😈😎 Mixed Abusive User Added
2 hoes 1 dyke Mixed Hate Speech User Added
2 faced bitch Mixed Abusive User Added
2 beer queer Mixed Hate Speech User Added
2 bad bitches, 3 glocks, 4 choppas Mixed Abusive User Added
2 adult human skulls found in trash http://t.co/VcsNP9ejV9 Mixed Safe User Added
2 #iubb games when im in #bloomington #btown how good is that?! #ncaa #basketball #college #Indiana #iu #hoosiers Mixed Safe User Added
1wayhustle come get signed bitch we self paid. 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