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
I like bad bitches thats my fucking problem Mixed Abusive User Added
I like bad bitches cause they like bad bitches too 😍😍😘 hay stunna http://t.co/rN0vRZfL6l Mixed Abusive User Added
I like bad bitches cause they like bad bitches too Mixed Abusive User Added
I like all the kids on beyond scared straight acting like they are hard ass gangsters end up leaving balling their eyes out like bitches lol Mixed Abusive User Added
I like a hoe that like a hoe just for my amusement Mixed Abusive User Added
I like a cool bad bitch. She know she sexy but her attitude is like ehh whatever 😕😒 Mixed Abusive User Added
I like Rivers he talks a lot of trash you can tell he loves the game Mixed Safe User Added
I like Chinese buffets but I hate all the chinks Mixed Hate Speech User Added
I lied the fair isn't the only place Reno girls dress up like cowgirl sluts NITC hash tag bitches Mixed Abusive User Added
I let hoes make it too much Mixed Abusive User Added
I let all of em go...🙊 RT @Peachpapayya: If u got two hoes u need to let one go Mixed Abusive User Added
I learnt about birds as a child. Best time to learn @BBCRadio2 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