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 |
|---|---|---|---|
| @n0tsteven ily 2, I'm at work bitch do you even have any battle ready blades? | Mixed | Abusive | User Added |
| @mzkimberz I called you hoe lol | Mixed | Abusive | User Added |
| @mza361 I love you and bitches love me. | Mixed | Abusive | User Added |
| @mynamesryann @Caroline_Poe why would i need to call her and bitch/cunt to your face? Im talking to her not you dumbass | Mixed | Abusive | User Added |
| @mynamesryann @Caroline_Poe called her a cunt too | Mixed | Abusive | User Added |
| @mynamesahmed @tonyr0ckyhorror I rather go choke on your moms bomb pussy | Mixed | Abusive | User Added |
| @myfriendbriana can I ask my bitch for other bitches | Mixed | Abusive | User Added |
| @myfriendbriana Jesus walks bitch | Mixed | Abusive | User Added |
| @munro_molly no one cares bitch | Mixed | Abusive | User Added |
| @munafal777 karma is a bitch | Mixed | Abusive | User Added |
| @mulroyms_ fuck dyslexia is an bitch | Mixed | Abusive | User Added |
| @mukeworld @deIukesionaI he has one called "pussy pop" I think it's for cats | 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