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 |
|---|---|---|---|
| The bastard cheated on me. He is such a jerk | Mixed | Abusive | User Added |
| What the fuck just happened and What the fuck is going on here? | Mixed | Abusive | User Added |
| cheap and dirty sluts | Mixed | Abusive | User Added |
| your daughters are such | Mixed | Abusive | User Added |
| Goddamn you! | Mixed | Abusive | User Added |
| Shameless creature | Mixed | Abusive | User Added |
| Blockhead! | Mixed | Safe | User Added |
| Rascal! | Mixed | Abusive | User Added |
| You never get anything right, youre worthless. | Mixed | Safe | User Added |
| No one is ever going to love you, youre so lazy, fat and ugly | Mixed | Abusive | User Added |
| Youre very stupid, I wish you were never born | Mixed | Safe | User Added |
| I don't want to have sex with my girlfriend before marriage because I feel like I'm just using her | 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