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
You done with that clown bitch or ...? Mixed Abusive User Added
You don't know me, but I'm your bra. RT @HuffingtonPost: Doobie Brothers member Michael McDonald says he'll "come out as a tranny" Mixed Abusive User Added
You don't HAVE to say it. You showed yaself. RT @UptownRaised: Bitch nobody said I did now shut the fuck up that fat made you retarded @VofD Mixed Abusive User Added
You do something different you turn out a hoe Mixed Abusive User Added
You da bess, you deserve a crown bitch! Mixed Abusive User Added
You could fuck my bitch , lemme fuck yo bitch 😂😂😂😂 💯 Mixed Abusive User Added
You could be viewing the future through rose-colored glasses t... More for Libra http://t.co/UOoN09K1Dq Mixed Safe User Added
You cant tell these bitches nothing... they belong to the city Mixed Abusive User Added
You can't trust no chick that got a pet cat b those bitches be mad sneaky Mixed Abusive User Added
You can't treat these hoes like ladies Mixed Abusive User Added
You can't spell Patrick without trick so trick or treat bitch Mixed Abusive User Added
You can't put the pussy on a pedestal 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