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
Im tired of seeing this disturbing bitch with 3 tits Mixed Abusive User Added
Im tired of all these weak ass men in my mentions tellin me why it is ok or justified to punch a woman in the face. That shit is bitch made. Mixed Abusive User Added
Im thinkin about using this beat and yeah I made it too bitch lol http://t.co/HTUk4USZJo Mixed Abusive User Added
Im the niggah she really wanna ride wit Mixed Abusive User Added
Im the man around this bitch baby check out my wrist watch ⌚💂 Mixed Abusive User Added
Im the biggest pussy when it comes to scary stuff Mixed Abusive User Added
Im telling you man! RT @KfromtheG: Roethlisberger got his record expunged and became trash. Mixed Safe User Added
Im such a bitch sometimes😩😩 Mixed Abusive User Added
Im still going trick or treating. Thats free munchies bitch Mixed Abusive User Added
Im start askin dese hoe niggas if they got sand in they pussy.... Mixed Abusive User Added
Im sorry, I use to be on that shit, but im not worried about the next bitch #unbothered #threatenwho Mixed Abusive User Added
Im sorry but you didn't have to be a bitch last night. 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