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
which twitter bitch isn't selling chokers❔❔ Mixed Abusive User Added
which one of these names is more offensive kike, wop, kraut, wetback jigaboo, towelhead, gook, or redskin. Mixed Hate Speech User Added
whheeet bitch you LYING Mixed Abusive User Added
where r the fun twins at @TheJsimps I'm trying to lick cheeto dust and coleslaw off your nips Mixed Abusive User Added
where my scene hoes at? Mixed Abusive User Added
where da ratchet hoes at? Mixed Abusive User Added
when you're stupid, you don't know it. life is so easy. have you ever seen a depressed retard? i envy that. Mixed Abusive User Added
when you first walked in the door at that party you saw a big booty hoe — Name ? http://t.co/JERsrSwhUe Mixed Abusive User Added
when yo song come on and you hit the blunt hard af cause that hoe go dat hard Mixed Abusive User Added
when ya name gain weight ya ex hoes can't let go Mixed Abusive User Added
when ya name gain weight ya ex bitches cant let go Mixed Abusive User Added
when the dude shoots his jiz in the bitches eye in silence of the lambs 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