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 |
|---|---|---|---|
| "WHAAAAAAT! LMAOOO!!! @Cromotoasted: @creepgoddess that's why I luv u fat bitches cuz y'all got some big ole titties and phat booties" | Mixed | Abusive | User Added |
| "Virgin pussy " () " , regular pussy " ( ) " , Oomf pussy (_________________________) | Mixed | Abusive | User Added |
| "Used to have a girlfriend, now all I got is hoes.. I was lookin for a good girl, but she was fuckin on the low." | Mixed | Abusive | User Added |
| "Uh-uh, what do we have? Your empty heart, my empty bottle, a yellow cab.. That you would like to catch cuz yo latest ex made u mad.. | Mixed | Abusive | User Added |
| "U got my 200K bitch nigga"--Al Haymon to Antonio Tarver | Mixed | Abusive | User Added |
| "Two roads diverged in a yellow wood, and I chose the one to Jötunheimr" - Robert Frost Giant | Mixed | Safe | User Added |
| "Twitter is twitter" bitch twitter is life | Mixed | Abusive | User Added |
| "Trust noneeee, bitch I don't " | Mixed | Abusive | User Added |
| "Those ratchet broads don't represent me but YOUR white ass can't talk trash about them 'cause you on racist shit" Black | Mixed | Abusive | User Added |
| "This recipe calls for a leftover brownie. What the hell is a LEFTOVER brownie? That's just a brownie you haven't eaten yet."-@EricaNadine26 | Mixed | Safe | User Added |
| "This is for my ghetto motherfuckers" -Missy Elliott | Mixed | Abusive | User Added |
| "This is for all the fans that waited, the bitch niggas that hated / Old hoes we dated, look mama, we… http://t.co/sNRY6A7VYB | 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