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
It's only 9:12 AM here but I'm about to pour up some pineapple ciroc & blast this Future mixtape at maximum levels because bitch Im in Vegas Mixed Abusive User Added
It's one thing to be a hoe, but a ratchet hoe? Bitch please, take a seat --> _/ Mixed Abusive User Added
It's ok to tell a nigga he trash and a feature will never happen fam. Mixed Abusive User Added
It's official. I leave America January 3rd. See ya bitches in February. Have fun with winter for me. Mixed Abusive User Added
It's not often you see the words "disingenuous," "egregious," and "cunt filth" all in one sentence and properly used. #points Mixed Abusive User Added
It's not a sin to have a interchangeable bezel but when that bitch don't screw back on ... #ThatsAProblem Mixed Abusive User Added
It's not "unique" it's ghetto as hell. Mixed Abusive User Added
It's not "pears" bitch, it's PEAR. Mixed Abusive User Added
It's no wonder my titanium ankle is killing me. Woo retarded 'winter' weather! #texas #weather http://t.co/rrKxBwG1u4 Mixed Abusive User Added
It's my mans @weaselfbaby birthday!!! All the big booty bitches show him some love 😂… http://t.co/xddlyR1APq Mixed Abusive User Added
It's my main bitches 21st ayyyeeee @nikkiconner13 happy birthday babbbyyy!! Mixed Abusive User Added
It's money over bitches even though I love ladies 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