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
Nigga hungry then a bitch too Mixed Abusive User Added
Nigga gotta find them hoes quick Mixed Abusive User Added
Nigga got Lean pong I know niggas be outta there in that hoe Mixed Abusive User Added
Nigga gone have to get a room like a bitch Mixed Abusive User Added
Nigga getcho bitch, treat her how she wanna be treated but I ain't triccin 💯 Mixed Abusive User Added
Nigga fuck up. Ain't none of that shit Goin down with yo niggas RT @FrancoisKilljoy: You niggas think you feeling 🐸, bitch? My niggas 🐺 you Mixed Abusive User Added
Nigga fuck hoe , ion want fuck yo hoe , she a fat chick & she bad built 👐 Mixed Abusive User Added
Nigga ended up going Juco messing with them hoes and then signed a the smallest of d1's moral of the story take what u can get Mixed Abusive User Added
Nigga be a straight gentleman then he speaks bitch comes with that funky ass attitude then the gentleman shit goes out the window. Mixed Abusive User Added
Nigga a dyke RT @2Girls1Richard: .. RT @_AyooTeezy: Melo garbage ass just now hitting 20k Mixed Abusive User Added
Nigga Tyrese on Walking Dead is a bitch smh Mixed Abusive User Added
Nigga I got pill poppin bitches in the backkkk, of the Cherokee 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