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 |
|---|---|---|---|
| Fuck all that huggin and kisses, I fuck all they bitches | Mixed | Abusive | User Added |
| Fuck all that Some bitches so disrespectful they don't care. They will talk , fuck , ya boyfriend and still speak to the girlfriend. | Mixed | Abusive | User Added |
| Fuck a opp thot we'll shoot a bitch | Mixed | Abusive | User Added |
| Fuck a nigga feelings, fuck a nigga bitch. | Mixed | Abusive | User Added |
| Fuck a lame nigga than you a lame bitch | Mixed | Hate Speech | User Added |
| Fuck a hot head pussy I gt a cold heart | Mixed | Abusive | User Added |
| Fuck a bitch flip a brick | Mixed | Abusive | User Added |
| Fuck Ya feelings ain't no sorries bitch | Mixed | Abusive | User Added |
| Fuck Ur god until dat faggot strikes me down | Mixed | Hate Speech | User Added |
| Fuck Staten Island, place is for pussies | Mixed | Abusive | User Added |
| Fuck MLK “@AntSoo305_: “@Vonteeeeee: Why does Lexii keep favoriting my coon tweets ?” MLK didnt die for this” | Mixed | Hate Speech | User Added |
| Fuck I'm such a bitch. | 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