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
When a real niggah want you Mixed Abusive User Added
When a pussy nigga socks you and doesn't knock you out. Mixed Hate Speech User Added
When a niggah think he gon come in-between me and my bestf 😂😂😂😂 I'll fuck you and her up 😂👌 Mixed Abusive User Added
When a hoe tryna get at you while ya girl is looking http://t.co/Ihlzw7njke Mixed Abusive User Added
When a hoe go back to her roots Mixed Abusive User Added
When a girl tried to argue with me whilst I was drunk, "hes not done..." "you shut the fuck up bitch!" im a nasty cunt whilst drunk #sarry Mixed Abusive User Added
When a girl asks me if I eat pussy... At first I don't even cause that's just a stupid question in itself Mixed Abusive User Added
When a fat bitch want you and a skinny bitch can't cook nothin for you 😂😂😂 these hoes ain't hungry 😂😂 Mixed Abusive User Added
When a chicks head is weak I just close my eyes and imagine me giving a bad bitch like Zoe Saldana back shots so I can get my nut off Mixed Abusive User Added
When a bitch all in ya mans face in public http://t.co/KXmi85GQP2 Mixed Abusive User Added
When a bitch I don't like laugh at my joke http://t.co/9Veupu85Wj Mixed Abusive User Added
When Stoni isn't doing his faggot gook speak he's actually funny 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