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 |
|---|---|---|---|
| Then you would've died if you didn't breathe, bitch | Mixed | Abusive | User Added |
| Then ya'll idolize Kanye when he wifed up a hoe. Lol | Mixed | Abusive | User Added |
| Then this bitch singing sounds like a horse being choked | Mixed | Abusive | User Added |
| Then they wanna ask you Maad questions, bitch just tell me what you need me to do and stop interrupting my playlist | Mixed | Abusive | User Added |
| Then there's this stupid bitch in my class that literally has to ask a question every time the professor says something. | Mixed | Abusive | User Added |
| Then the Mexican bitch wanna speak some other fuckin language & then give attitude. Can't speak right ass! Tf | Mixed | Abusive | User Added |
| Then i fuck yo bitch | Mixed | Abusive | User Added |
| Then bitches gon fuck just because money long . | Mixed | Abusive | User Added |
| Then again... i shoot bitches in the ass for doing some stupid shit like key my car or bust my windows. | Mixed | Abusive | User Added |
| Then again... bitches are expensive and I'm on a budget boo. I can't afford all that shit you bitches be wanting. | Mixed | Abusive | User Added |
| Then Zerah the Cushite came against them with an army of one million men and 300 chariots. They came as far as Mare… http://t.co/LpbeB04j4r | Mixed | Safe | User Added |
| Then I went inside, in order to hide from mutant bird | 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