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
Woke up cold thenna bitch n stomach on Flat fr 😂😂😂 http://t.co/71IVR8ISlK Mixed Abusive User Added
Wizard turned into a hoe after a break up Mixed Abusive User Added
Wiz thought he could turn his hoe into a house wife #SHEDONTBELONGTOYOU #SHEBELONGSTOTHEWORLD Mixed Abusive User Added
Wiz need to go back to the "yeahhhhhhh bitch" "OKKKK" wiz Mixed Abusive User Added
Wiz lost his bitch to this nigga ain't no weed in the world strong enough to help him get over that http://t.co/L2xzrUqwkP Mixed Abusive User Added
Wiz khalifa was the most influential rapper in my era. We seem to forget all the trends this nigguh started Mixed Abusive User Added
Without the hoes it was gonna be hard for us to pick out good women so hoes you doing a good job .....keep on hoeing! Mixed Abusive User Added
Without serge, the bird chirps. The sun burns, the grass grows, the world turns. The moon glows, the river flows. But I die without serge. Mixed Safe User Added
With yo twatching ass bitch!! Mixed Abusive User Added
With the bitches @moonsnlullabies, @LaLeaa_, & @DayReeee 👭👯 💋💨 --- @HookahDrive Mixed Abusive User Added
With the birds i share this lonely view.. Mixed Safe User Added
With no babymama drama , side hoes all that ...just fa me n only me ! 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