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 |
|---|---|---|---|
| I will not leave my nigga but you can be my bitch too #idgt 😎💯👊 http://t.co/EXJvKjcXEZ | Mixed | Abusive | User Added |
| I will literally never get home, this shit is retarded | Mixed | Abusive | User Added |
| I will eat these hoes alive 💯💯💯😷 http://t.co/R4LW4KKfr1 | Mixed | Abusive | User Added |
| I will beat a bitch ass tf | Mixed | Abusive | User Added |
| I wept when #ThurmanMunson died, and I weep 35 years later. #Captain #Yankees | Mixed | Safe | User Added |
| I went to see This is Where I Leave You, at a movie theater with tables and real food! It was fun. I ordered a brownie dessert. :P | Mixed | Safe | User Added |
| I went outside and got mad bc this weather is trash | Mixed | Safe | User Added |
| I went from smart car to a bitch with some smart lips. | Mixed | Abusive | User Added |
| I well fuck yu too bitch ! | Mixed | Abusive | User Added |
| I watched one and a bitch holding the camera said "yall need to hurry up...my battery's about to die!" NOOOOO! | Mixed | Abusive | User Added |
| I wasn't calling you a faggot, but you are one lol. | Mixed | Hate Speech | User Added |
| I wasn't born lastnight , I know theses hoes ain't right 👐 | 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