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
My lil cousin be hating. Bitches always want the older nigga, not my fault nor did I fuck the bitch so chill..lol Mixed Abusive User Added
My lil cool ass bitch she from northside 😍💯💸👏👑🙅👏😜💰😍😍 http://t.co/HCD2ru78pH Mixed Abusive User Added
My lil bitch just called me, said she needa break. But you can leave.. Cuz bitch I'm doin GREAT! Mixed Abusive User Added
My lil bitch a vet she say she need a dog Mixed Abusive User Added
My life is going to a bitch for 6 short weeks Mixed Abusive User Added
My job some hoes, how you gonna call at 7:34 talking bout come to work at 8 😒 ummm no I'm staying in bed. Mixed Abusive User Added
My house is so piece full, thank god these little jungle bunnies are outta my face Mixed Abusive User Added
My honky, my honky. My motherfucking honky. Mixed Abusive User Added
My homeboy got a hoe number on house arrest ... i said that's good she won't ask to go anywhere Mixed Abusive User Added
My hoes they do drugzzz Mixed Abusive User Added
My hoes love to go shoppin Mixed Abusive User Added
My hoes Trippin lol 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