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
wishing I could high five whoever named a species of birds "great tits" Mixed Abusive User Added
wish I had a brownie or a dab to knock me out rn Mixed Safe User Added
will u sell dat pussy for me? Mixed Abusive User Added
will u love dat nigga even if he lose it all... or will u dip like the groupie hoes searching for another ⭐️ Mixed Abusive User Added
whys this bitch wearing a striped tshirt and nike shocks Mixed Abusive User Added
why you think ol niggas wit no money dont even care about swag, rockin sandals wit velcor straps, they aint checkin for bitches Mixed Abusive User Added
why you act like a little booshie bitch now, that's why you don't have friends hoe Mixed Abusive User Added
why they playing trash on ESPN right now. Mixed Safe User Added
why the fuck did twitter move the new tweet box to above the feed lol it looks fucking retarded Mixed Abusive User Added
why tf is this bitch in my class wearing all brewers shit it's football season,,,, Mixed Abusive User Added
why should there be an age limit on movies? it ain't their fault if a 13yr old is traumatized from an R rates film bunch of pussies Mixed Abusive User Added
why niggas put heart eyes under everybody pictures? 😩 then it be them poo la la hoes. 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