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 have better things to do, like drive my yellow fucking Lamborghini Mixed Abusive User Added
I have all these EXTRA ASS unnecessary clothes & cay wanna act like a lit hoe. Mixed Abusive User Added
I have a feeling tonight will be trash. Mixed Safe User Added
I have a bitch face and a bitch voice to match it so its kinda hard making friends. Mixed Abusive User Added
I have 0 hoes 🙌 Mixed Abusive User Added
I hate you niccas! Lol http://t.co/NqSYeQhGOZ Mixed Hate Speech User Added
I hate yellow jackets can't feel arms and back lol Mixed Safe User Added
I hate yal I'd delete my twitter if I had somethin better to do bitch ass niggas Mixed Abusive User Added
I hate when white trash try to act like they're my equal. It only makes it that much clearer how white trash they are. Mixed Hate Speech User Added
I hate when those little white kids try and act black. Like bitch YOU ARE WHITE Mixed Abusive User Added
I hate when ppl come to my house and make a mess in the bathroom, like bitch do I come to your house and play in the sink? noooo Mixed Abusive User Added
I hate when ppl break up a fight like idc if they best friends, sisters, whatever let them bitches fight ctfuu 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