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 |
|---|---|---|---|
| 7 years later and this bitch STILL didnt learn her lesson. lol I remember she was the first major nude leak of this generation | Mixed | Abusive | User Added |
| 7 pounds never fails to make me cry. Im not bitch, I just relate to it | Mixed | Abusive | User Added |
| 6:07 AM .. Bout to match up wit dis nicca #DonnyDinero | Mixed | Abusive | User Added |
| 6' 217 on these hoes. I am not fat. I'm big boned. hehehehehe. | Mixed | Abusive | User Added |
| 5thharmony user followed then unfollowed me what a prude ass hoe | Mixed | Abusive | User Added |
| 5sos be like: come hang out with us!! but not if u fugly. oh and side hoes to the left thnx. | Mixed | Abusive | User Added |
| 5s are ugly thot bitch shoes | Mixed | Abusive | User Added |
| 5am: Whizzing crackers! My cats got into the @Ritzcrackers & are now playing 'hockey' with them. Lol. #crazycats http://t.co/A5ZBVDXapx | Mixed | Safe | User Added |
| 5SOS is trash | Mixed | Safe | User Added |
| 5:40 A.M. and still awake! YAY!!! Time to chug coffee and red bull for the foreseeable future and hopefully not pass out behind the wheel!!! | Mixed | Safe | User Added |
| 5000 white men in pick up trucks screaming nigger and my coach got the nerve to get mad I missed the free throw 😂😂😂 | Mixed | Hate Speech | User Added |
| 5 bags of chips, 3 Rice Krispies, 3 seeds, 3 gummies, a pop tart, some crackers, 3 powerades, and a water yuhhh I'm good lol | Mixed | Safe | 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