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
@ThatAssholeAlan bitch ass nigga, heres a new belt for you http://t.co/EfxQnxeewQ Mixed Abusive User Added
@ThatAngryNigga in that I get more bitches than you? If so YOU RIGHT Mixed Abusive User Added
@ThatAngryNigga he probably took off a point because Gibbs isn't from the East Coast and says "hoes." Mixed Abusive User Added
@That1guyJeff that just happened to be the year WE lost a one game playoff to them bitches from the bitch ass twin bitches. Lucky for you. Mixed Abusive User Added
@That1guyJeff thank you. I hate you. Eat poison. Fall down. Run face first into a wall. Yankees missed the playoffs. Mixed Abusive User Added
@That1guyJeff fuck you bitches. Mixed Abusive User Added
@That1guyJeff fuck them bitches I hope Navy beat em THIS week. @thejournalist44 @__Trail__ Mixed Abusive User Added
@That1guyJeff bitch please. Not gonna happen. Nope. Mixed Abusive User Added
@That1guyJeff Low blow, cuntface. How many times the Yanks beat us in the playoffs these last 8 or so years? Mixed Abusive User Added
@ThankYouAriana no one asked bitch Mixed Abusive User Added
@ThadIsReal we in dis hoe. Imma get her too lmfaoooo Mixed Abusive User Added
@ThaReal_GaPeach got it! thanks Hun! ima text u Mixed Safe 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