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 |
|---|---|---|---|
| I hate when girls say "forever alone" like shut up your "forever a hoe" not forever alone so shut up before I get your dick breath on me | Mixed | Abusive | User Added |
| I hate when girls say "I'm single but my heart is taken" bitch, that nigga don't love you. move on !!! | Mixed | Abusive | User Added |
| I hate when girls say "I'm single but my heart is taken" bitch, that nigga don't love you, hoe. Move on. | Mixed | Abusive | User Added |
| I hate when females try to sound like bird heads | Mixed | Safe | User Added |
| I hate when cute ass girls have wack af boyfriends like bitch youre settlling. Quit your settling and be with a real nigga | Mixed | Abusive | User Added |
| I hate when black people try and be white so bad ... Your a nigger | Mixed | Hate Speech | User Added |
| I hate when bitches try to talk shit with chipped nails | Mixed | Abusive | User Added |
| I hate when bitches think you expect something in return for buying them a cheap ass gift or food. This is MY life, let me live! | Mixed | Abusive | User Added |
| I hate when bitches say "bro" and "bruh" | Mixed | Abusive | User Added |
| I hate when bitches post pictures with other cute bitches and don't tag em in it. That's low key very selfish as fuck | Mixed | Abusive | User Added |
| I hate when bitches only wanna talk to me is when their bf breaks up with them or theyre on break with their bf. No nigga. Fuck out my inbox | Mixed | Abusive | User Added |
| I hate when bitches keep saying "yassss like" like bitch u sound stupid stfu | 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