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
damn lol RT @GlobalGrindNews: Janay Rice speaks on the domestic violence costume that mocks her marriage http://t.co/n6ucidNUuU Mixed Safe User Added
damn bitch lmao Mixed Abusive User Added
damn I have nothing to tweet,nothing to complain or bitch about ): lol Mixed Abusive User Added
damn @liltwist @diplo @LilTunechi & @chrisbrown #fire "flowers for the ladies & dick for the hoes" lol http://t.co/4XKUFnZc Mixed Abusive User Added
dad isn't your name faggots a little more fitting. Mixed Abusive User Added
cut up porkchop, canned pinto beans, a small can of carrots, can of corn, celery, a potato. cayenne powder + crushed red pepper Mixed Safe User Added
cut that bitch off Mixed Abusive User Added
curiosity killed the cat, bitches gunna die out here just to see my head game Mixed Abusive User Added
ctfuu bitch tried getting tough with me then ran inside to get her husband hahaha Mixed Abusive User Added
crazy bitch, I like the way you ride this dick Mixed Abusive User Added
cousin: why is there a bird on your screen me: it's twitter cousin: i poke you me: that's facebook Mixed Safe User Added
country boy, hick lyfe, white tee, rebel flag 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