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 |
|---|---|---|---|
| There should be a side trip into DC to Charlie Palmers during CPAC @SHannitysHair @TheFriddle @Glock4Piper @alleygirl2409 | Mixed | Safe | User Added |
| There may be a fag hag switch a 'comin! | Mixed | Abusive | User Added |
| There it is these bitches be having joint custody dick and acting up. Understand that's part time. No benefits. | Mixed | Abusive | User Added |
| There is this yellow thing in the sky. I don't know what to make of it. | Mixed | Safe | User Added |
| There is nothing wrong with Ariana Grande..... Just cause she don't look like hoe.... Y'all gotta a problem... | Mixed | Abusive | User Added |
| There is no such rule as "tie goes to the runner". Out or safe. #Yankees #JohnSterling | Mixed | Safe | User Added |
| There is a trash bag in my hall thats been there for like 2 wks. Weird thing: it changes consistency every few days | Mixed | Safe | User Added |
| There are some retarded ass movies on Netflix | Mixed | Abusive | User Added |
| There are some real life hoes on IG. Crazy. | Mixed | Abusive | User Added |
| There are girls. There are women. There are ladies. And there are bitches. You ma'am, is a beeeitch. A dumb ass bitch hahaha. | Mixed | Abusive | User Added |
| There are LOTS of top tier wrestlers who started as "yardies". | Mixed | Safe | User Added |
| There are 2 types of niggas in this world. Real niggas ... & bitch niggas | 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