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 |
|---|---|---|---|
| RT @ThePartyCodes: If my jokes offend you: 1. I'm sorry 2. It won't happen again 3. 1 & 2 are lies 4. You're a pussy | Mixed | Abusive | User Added |
| RT @TheOrlandoJones: Funny how people who take their fantasy sports leagues very seriously are celebrated while those who play D&D are mock… | Mixed | Safe | User Added |
| RT @TheOrangeCone: That rocket blowing up reminds me of that time in college when I blew a tranny. But in my defense, I was drunk. Both tim… | Mixed | Abusive | User Added |
| RT @TheOnlyReed: Warm that pussy up | Mixed | Abusive | User Added |
| RT @TheOnlyReed: Sooner or later ya pussy gon tell Me the truth, let's hope it's not while I'm in it, cause Ima kill u | Mixed | Abusive | User Added |
| RT @TheOnlyReed: Pete carroll prolly got the hoes lined up for his players after the game bruh | Mixed | Abusive | User Added |
| RT @TheOnlyReed: My daughter hate the Freddy Krueger mask I got at the crib, wheneva she act up, I put that bitch on for the NITE | Mixed | Abusive | User Added |
| RT @TheOnlyReed: Lmaooooooo ain't fuckin no bitch with doo Doo in her butt while I'm foreplaying, THE FUCK | Mixed | Abusive | User Added |
| RT @TheOnlyReed: If u looked good in highschool and wack now, I know that pussy been thru some shit | Mixed | Abusive | User Added |
| RT @TheOnlyReed: IDC what phone u got, lol silly nigger | Mixed | Hate Speech | User Added |
| RT @TheOnlyReed: I know ya friends tellin u, leave me for good, but fuck them hating ass hoes babe | Mixed | Abusive | User Added |
| RT @TheOneTrueDisco: A list of mythical creatures: Jackelope Phoenix Griffin Fairy Unicorn Pegasus A woman that knows where she wants to … | 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