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
A shockingly true tale from the Oreo that almost got devoured. http://t.co/WYIS0LVdsi Mixed Safe User Added
A real nigga ain't complete without a real bitch Mixed Abusive User Added
A real gangster ass nigga know the play, the real gangster ass niggas gets the flyest of the bitches, ask that gangster ass nigga little J Mixed Abusive User Added
A random am scroll lands me here...RT @HarryRelloFonte Charlie horses durin sex just simply means you didn't drink enough water that day Mixed Safe User Added
A pharaohs nd his angry bird http://t.co/jMC2eR32Ka Mixed Safe User Added
A nigga will say the worst about a bitch and she'll still feel validated as long as he would fuck her. Mixed Abusive User Added
A nigga could tell you he aint fucking with her but really do be , that's why you gotta ask . Most of the time a bitch won't lie about that Mixed Abusive User Added
A nicca still tired from last night ... Wtf!! Mixed Abusive User Added
A nicca say he ballin ask em where his title n his deeds at not wher his clothes n his keys at Mixed Hate Speech User Added
A nicca need a maid #Str8Up Mixed Abusive User Added
A nicca is hungry as hell Mixed Abusive User Added
A nicca is hungry as fuk!! 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