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 |
|---|---|---|---|
| RT @lyns_Boo: Mansion Elan tonight bitch! >>>> | Mixed | Abusive | User Added |
| RT @lynn_singer: @00sexilexi00 Freeze bitch i'm gonna steal your heart 😉http://t.co/RDQDYMvKjT | Mixed | Abusive | User Added |
| RT @lyciaaa_: I have zero hoes 😕 | Mixed | Abusive | User Added |
| RT @lungfiber: True life I'm an emotional clingy bitch | Mixed | Abusive | User Added |
| RT @lumponthegrind: Yall ever was In the car with ya moma before and you singing every song come in and she be like bitch you know that sch… | Mixed | Abusive | User Added |
| RT @lumponthegrind: Great pussy will have you doing shit you would think you would never do | Mixed | Abusive | User Added |
| RT @luke_brooks: There was a fly that was banging into all the windows and I called it retarded but then I thought to myself "umm I'm talki… | Mixed | Safe | User Added |
| RT @lucybeeee: “i hate when i lose something and my mom says “well i guess it wasn't that important” like bitch you lost me in a grocery st… | Mixed | Abusive | User Added |
| RT @lowcountry_luv: Attack animals, last house on the left by the lake, and she got colored eyes...we should have known.! Lol | Mixed | Safe | User Added |
| RT @lovindadrew: I don't know a bitch in the world that claim they too busy for a nigga they really fuck with. | Mixed | Abusive | User Added |
| RT @lovexlilyy: don't play games with a girl who can play better, bitch. | Mixed | Abusive | User Added |
| RT @lovexlilyy: 😂 what gerry sends me, that damn jig a boo😂😑 http://t.co/6LYzRxJ5Wn | 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