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 |
|---|---|---|---|
| "when rappers say twat it makes me feel weird" 😂😂😂😭 | Mixed | Safe | User Added |
| "when guys say "Latinas >" they mean the Kim Kardashian looking girls not you bitches that shaped like a mini fridge & smell like tortillas" | Mixed | Abusive | User Added |
| "whatever you are, be a good one." -Abraham Lincoln, this quote is not for yall hoes! | Mixed | Abusive | User Added |
| "this weekends going to be fabulous" naa man, you're seeing nae cunt. If you do they'll be koed in 2 seconds flat. Hate u. #fuckgm | Mixed | Abusive | User Added |
| "riding with my bros still don't trust these hoes" | Mixed | Abusive | User Added |
| "poor whitey" http://t.co/3UkKeyznz8 | Mixed | Hate Speech | User Added |
| "on my way to fuck your bitch in the name of The Lord" - Mr. Race | Mixed | Hate Speech | User Added |
| "omg this bitch is fucking stupid I swear blah blah blah" *a week later* omg ilysm bae ur my best friend I swear | Mixed | Abusive | User Added |
| "oh ya these hoes think they cute in skin tight cat suits assuming that they bodies to boomin to dispute" | Mixed | Abusive | User Added |
| "no pussy, or not tryna go to the studio, don't CALL my mufuckin crib like that, god. Yo. Word up god I will BUSS YO SHIT, god, word up" | Mixed | Abusive | User Added |
| "niggas bitches bitch ass niggas dike ass hoes black ass and bright ass hoes fag tags and scally wags" | Mixed | Abusive | User Added |
| "its britney bitch" - the bible (leviticus 7:58) http://t.co/ZoAkn1ZlHm | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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