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 |
|---|---|---|---|
| Imma limit my association with these grade f bitches next year on my life just gone be me and a few ppl don't got time for the BS frfr | Mixed | Abusive | User Added |
| Imma knock the pussy out like fight night | Mixed | Abusive | User Added |
| Imma get home around 0300 problem is it's a coon leaving the bar that drank 7 shots of crown royal think he still can drive | Mixed | Abusive | User Added |
| Ima trash @ForeverMEM85 in fantasy | Mixed | Safe | User Added |
| Ima tear that pussy UUUUP | Mixed | Abusive | User Added |
| Ima start friend zoning these hoes 😂😂😂 | Mixed | Abusive | User Added |
| Ima spread that pussy out like a acre | Mixed | Abusive | User Added |
| Ima side bitch from time to time and I stay in my place | Mixed | Abusive | User Added |
| Ima shmurda dance in that pussy hoe !! | Mixed | Abusive | User Added |
| Ima pull up eat on that pussy n dip | Mixed | Abusive | User Added |
| Ima pull up eat on that pussy and dip... | Mixed | Abusive | User Added |
| Ima pull up eat on that pussy and dip 😍 | 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