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 |
|---|---|---|---|
| Yo bitch she boof she got that throwbac pussy ! | Mixed | Abusive | User Added |
| Yo bitch on my dick she come to my crib she get passed around no love | Mixed | Hate Speech | User Added |
| Yo bitch like to get cute and go the movies mane my bitch like to get fine and go to the gun range | Mixed | Abusive | User Added |
| Yo bitch know wat im talkin bout | Mixed | Abusive | User Added |
| Yo bitch go wild more miles on her pussy then my car do | Mixed | Abusive | User Added |
| Yo bitch gaggin she jet laggin | Mixed | Abusive | User Added |
| Yo bitch choosinh just Let''R | Mixed | Abusive | User Added |
| Yo bitch choosin' just let her | Mixed | Abusive | User Added |
| Yo bitch choosin just letr | Mixed | Abusive | User Added |
| Yo bitch choosin just let her http://t.co/zg6X4gDyRZ | Mixed | Abusive | User Added |
| Yo bitch ass needs to boss the fuck up. | Mixed | Hate Speech | User Added |
| Yo bitch all over me, I ain't make no commitment | 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