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 |
|---|---|---|---|
| pure trash http://t.co/A2RbVEBeg1 | Mixed | Hate Speech | User Added |
| punch a bitch on her lip hahaha | Mixed | Abusive | User Added |
| pull up eat on that pussy and dip💦😁 | Mixed | Abusive | User Added |
| pull out my bank roll on y'all bitches like whoa | Mixed | Abusive | User Added |
| prolly sum hoe tryna get in the hurricane free RT @coldhearted9_: @Pr3ttyN33 who sent that nigga to Twitter tho | Mixed | Abusive | User Added |
| procrastination is a bitch | Mixed | Abusive | User Added |
| pretty girls wit bird brains....what a waste smh | Mixed | Safe | User Added |
| pregnant at the same time and bitches think that's cute | Mixed | Abusive | User Added |
| praying for a bitch | Mixed | Abusive | User Added |
| pop me a pill & throw that pussy a rave | Mixed | Abusive | User Added |
| pony tail red nails still in school bitch | Mixed | Abusive | User Added |
| pockets hella empty but these bitches steady choosing. | 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