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 live for two-bite brownies Mixed Safe User Added
I literally just looked bc this kids a pussy.. Mixed Abusive User Added
I liked a @YouTube video http://t.co/oDnPOpL2oF Conor McGregor trash talking Chad Mendes: "I can rest my balls on your forehead" Mixed Abusive User Added
I liked a @YouTube video http://t.co/QGNHiLdTTv The Sock Fairy, a short film Mixed Safe User Added
I like weed brownies and cookies, im straight but seein crooked, got muh trippy kit hope i trip and fal into some pussy #tunchei Mixed Abusive User Added
I like to mock Apple, but I'm legitimately interested to see what their wearable looks like. Mixed Safe User Added
I like to butt fuck fine ladies. Will I choke hold a bitch? Well maybe #55 Mixed Abusive User Added
I like the Yankees toinight -107 http://t.co/J4rhaMBu Mixed Safe User Added
I like taking niggas hoes but I stop doing that ✋ Mixed Hate Speech User Added
I like saying the word pussy hoe ion no why!!! Mixed Abusive User Added
I like my seat down low and my window slightly cracked, riding wit a bad hoe wit her girlfriend in the back Mixed Abusive User Added
I like my bitches simple laid back relaxed your mental http://t.co/xyNGDzLDRb 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