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
So much white trash at this demo derby 😂👏 🇺🇸 Mixed Abusive User Added
So much more going on but hypocrisy doesn't sit well with me. My redneck family from central Illinois more black then Bieber! Mixed Safe User Added
So much for #UCLA being the team to beat they are trash Mixed Safe User Added
So many weird people in the ghetto at this time. Mixed Safe User Added
So many shady bitches. THE SECRET THIRST IS ALIVE Mixed Abusive User Added
So many hoes whipped you would have thought we were still in slavery Mixed Hate Speech User Added
So many bitches think they're so much hotter than they are Mixed Abusive User Added
So many bitches in one sentence #fixitjesus Mixed Hate Speech User Added
So let's see what you look like in the AM without the 10 filters and colored contact lenses, your followers are dying to know @uberfoxy Mixed Safe User Added
So just chill hoe Mixed Abusive User Added
So jus don't be faithful cus u never kno what your bitch doing lmao Mixed Abusive User Added
So jealous of my parents and Bryce gone to rednecks with paychecks for the weekend I should've gone 😈 http://t.co/F0mZQjWcRp 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