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 |
|---|---|---|---|
| I'm a big bitch and 4 is the GOAT RT @SoAlmondie: I'm too lazy for 4. | Mixed | Abusive | User Added |
| I'm a bad bitch! | Mixed | Abusive | User Added |
| I'm a VIPPERloid bitch:P http://t.co/tl2nfXoRSu | Mixed | Abusive | User Added |
| I'm XXX triple x rated bitch | Mixed | Abusive | User Added |
| I'm Tryna turn M's to B's in this bitch! | Mixed | Abusive | User Added |
| I'm Tryn tell yall brah, I went wit a slut n could not stop da bitch frm boppin dat shit scary | Mixed | Abusive | User Added |
| I'm Totally tired of being Saudi Arabia's bitch... It's gotten wayyyy old. | Mixed | Abusive | User Added |
| I'm Rick James bitch! | Mixed | Abusive | User Added |
| I'm Pregnant Charlie Brown! #WorstPeanutsSpecialEver | Mixed | Safe | User Added |
| I'm Hun-gry | Mixed | Safe | User Added |
| I'm HUNGRY I won't give a bitch a time or day. I'm trying take care business 💁 | Mixed | Abusive | User Added |
| I'm Camera Shy, Don't Talk on Phones and Love when it rain.....If youn kno the life you wouldn't understand | Mixed | Safe | 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