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 |
|---|---|---|---|
| #Cowboys are 6-1 bitches #Cowboysnation another great win Ilove this team | Mixed | Abusive | User Added |
| #CommonQuestionIGet Why uou so ghetto? | Mixed | Safe | User Added |
| #ChristianBale should be KISSING #Moses ass for his fight with God, OTHERWISE WE MIGHT ALL BE FUCKING DEAD> #retarded #ass #actor #faggot | Mixed | Abusive | User Added |
| #CelebrityLeakedPhotos YEAH> NOW YOU KNOW how it feels knowing the #NSA is on all our phones. Quit whining like #muslim #bitches. | Mixed | Abusive | User Added |
| #California is full of white trash who moved from #Oklahoma | Mixed | Hate Speech | User Added |
| #California is full of white trash | Mixed | Hate Speech | User Added |
| #BurnNotice Fi shoots bean bag rounds at the guy - Hurts like a bitch don't they? | Mixed | Abusive | User Added |
| #Bout2GoCrazy #AintNoLevelz2DisShit hungrier then a phat ho on a diet IG http://t.co/nzuBUC2QpR | Mixed | Abusive | User Added |
| #BlessJesusLove Happy Belated ( Sixty-Fifth) 65 Birthday *28 Aunt Mary Agnes #Strong | Mixed | Safe | User Added |
| #BlessJesusAir Matthew 6:26 Look at the birds of the air.. and yet your heavenly Father feeds them.Are you not much more valuable than they? | Mixed | Safe | User Added |
| #BlessJesus The #Crown of HIS head to the sole of HIS feet | Mixed | Safe | User Added |
| #BlessJesus Amos 5:10 There are those who hate the one who upholds justice in court and detest the one who tells the truth. | 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