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 |
|---|---|---|---|
| like a bitch pic is flirting nowadays | Mixed | Abusive | User Added |
| like "look at this annoying little 17/18 year old asking for a ride haha fuck her poser bitch ass" | Mixed | Abusive | User Added |
| life to great to be mad all day... bitch I'm bless move ur negativity dat way👉 | Mixed | Abusive | User Added |
| life is ya professor better know that bitch is gone test ya | Mixed | Abusive | User Added |
| let the hoe ass falcons get steven wackson and our 1st rd pick | Mixed | Abusive | User Added |
| leaving no hope for these hoes. | Mixed | Abusive | User Added |
| laughing on the inside thinking "that's what yo bitch ass get, fuck boy". | Mixed | Abusive | User Added |
| late upload bitches | Mixed | Abusive | User Added |
| last words to a bitch nigga 'why you lie' | Mixed | Abusive | User Added |
| last thought before bed: in '92 we had a "mock election" in 3rd grade and i voted for Perot. maybe i related to his really big ears, idk. | Mixed | Safe | User Added |
| label me a hoe | Mixed | Abusive | User Added |
| kyle im hungry, quit talking and let's go hoe | 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