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 |
|---|---|---|---|
| Nah Electric Fairy Tale seems cool but I'd rather buy some drugs with that money | Mixed | Safe | User Added |
| Nah @PrimeTimeLewis really the man at BG breh nigga got random bitches at the bar coming up to me like I attend the university this is crazy | Mixed | Abusive | User Added |
| Na nigguh I don't know how you " rock" | Mixed | Abusive | User Added |
| NYC Media last week: LOL, look at the flyover peckerwoods freaking out. NYC Media now: BRING OUT YOUR DEAD. | Mixed | Safe | User Added |
| NO, you don?t have ?haters?. People just don?t like you. Get over yourself hoe. | Mixed | Abusive | User Added |
| NJ-Sole Sole Sauce! Get those soles icy again! http://t.co/kL5KBdIBkh | Mixed | Safe | User Added |
| NFC South is trash juice | Mixed | Safe | User Added |
| NEWS FLASH: Obama won the election and increase their numbers in congress. Stop with the bullshit already and compromise bitches! | Mixed | Abusive | User Added |
| NEWS FLASH! When you pay TAXES, you are paying for everything you bitch about! #IRS #GovernmentAffairs #obamacare http://t.co/D5SPVgJxto | Mixed | Abusive | User Added |
| NEW Nashville Noise! @LukeBryanOnline loves burgers, @DierksBentley honky tonks, and @ChrisYoungMusic grabs a pizza. http://t.co/sCCDyhE6EY | Mixed | Safe | User Added |
| NEVERMIND I FOUND THEM. ...in the trash... | Mixed | Safe | User Added |
| NBA, handle your zebras. | 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