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
Angel stop rting that fugly bitch Mixed Abusive User Added
And you’re a bitch RT @FuckingPatBro: @Thotcho you’re a little fucking worm you know that, Mixed Abusive User Added
And you kno we the opposite of down bitch we up http://t.co/qkFYwnFZqu Mixed Abusive User Added
And you adopted bitch? I don't give a fuck what kind of "Mental illness" they claimin imma kill ya Mixed Abusive User Added
And you a bitch.. Even when you say you love me, you a bitch. I pray you crash like Caroline into a ditch. Mixed Abusive User Added
And where do you think unsold items from thrift stores go? The garbage. Think of all the great games that are in trash dumps as we speak :( Mixed Safe User Added
And when bitches be like "me and him against the world!" bitch don't nobody even know y'all together -_- nobody hating. Mixed Abusive User Added
And when I say DOH DOH DOH DOH bitch that be Kdot Mixed Abusive User Added
And weres bitch boy ? Mixed Abusive User Added
And vice versa RT @_Kimchanel_: 9/10 he has hoes Mixed Abusive User Added
And these hoes ain't as good as they look..I need to take my own advice doee cause If that pusxy good then I'm good 😹 Mixed Abusive User Added
And them niggas pussies...cameltoes 😂 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