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
They trying to hoe Todd gurley, Johnny manziel signed them helmets and got off but suspend gurley the rest of season Mixed Safe User Added
They took it there bro you know I'm civil. RT @lilmissStoney: @VikkiNoSecrets wait a minute! Lol. Don't get ghetto V! Mixed Safe User Added
They told me to fuc wit bitches but never trust em They told me they my niggas but I never trust em Mixed Abusive User Added
They thought I wouldn't make it pussy nigga we made it Mixed Abusive User Added
They some bitch ass niggas Mixed Abusive User Added
They slut for me they kill for me they steal for me and of course it'll be yo cash and I'll murder that bitch send the body back to yo ass Mixed Hate Speech User Added
They should have never gave a cracker a transmitter!!!!!! @realdjTV will flip when he sees this. http://t.co/cYCdbhbXkQ Mixed Hate Speech User Added
They should free all da real niccas n give the snitches da time Mixed Abusive User Added
They say our state bird is rare...I literally see one at least once a day Mixed Safe User Added
They say one man's trash is the next man's treasure. Where one finds pain the next might find pleasure. Mixed Safe User Added
They say numbers dont lie, bitch im not the 1 Mixed Abusive User Added
They say life is what you make it bitch but I'm just tryna make it .. Straight up 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