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 |
|---|---|---|---|
| Boney ass bitch farting out mini basketballs 😂 | Mixed | Abusive | User Added |
| Bond had the hoes and the money Bourne kicked ass no gadgets hawk always let a bitch die | Mixed | Abusive | User Added |
| Bomb your house, Then fuck your bitch. All hail Al Qaeda | Mixed | Abusive | User Added |
| Bobby stole the black from Gabby. Pedro: But she kept all the ghetto. #LifeMade | Mixed | Abusive | User Added |
| Bobby bitch? Dickhead “@OprahSideNigga: TOP 3 BOBBY SHMURDA SONGS: 1. HOT NIGGA 2. 3.” | Mixed | Abusive | User Added |
| Bobby bitch>Hot nigga | Mixed | Abusive | User Added |
| Bobby bitch dropping in five minutes though .... Let that sink in 🙌🙌 | Mixed | Abusive | User Added |
| Bobby bitch | Mixed | Abusive | User Added |
| Boats n hoes boats n hoes gotta have me my boats n hoes!!!!!!! | Mixed | Abusive | User Added |
| Blunt to the head, fuck Feds, I eat pussy till my tongue red | Mixed | Abusive | User Added |
| Blows my mind how some guys have these model type girls then cheat on them with some ghetto hoe. | Mixed | Abusive | User Added |
| Blow up the pussy like Hussein. Bitch look at me crazy like who's sane? @RavenxMiyagi | 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