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 |
|---|---|---|---|
| As a woman you shouldn't complain about cleaning up your house, and as a man you should always take the trash out | Mixed | Safe | User Added |
| I can not just sit up and HATE on another idiot I got too much shit going on | Mixed | Abusive | User Added |
| The shit you hear about me might be true or it might be faker than the bitch who told it to you | Mixed | Abusive | User Added |
| you are just a loudmouth | Mixed | Safe | User Added |
| this tribe is such a hick | Mixed | Abusive | User Added |
| you are such a git | Mixed | Abusive | User Added |
| he is a selfish, unpleasant, obnoxious person | Mixed | Abusive | User Added |
| your kids always behave like they are bipolar, am sure its because they are born from you poor parents | Mixed | Abusive | User Added |
| all short people have Midget genes | Mixed | Hate Speech | User Added |
| you smell like a rotten fart | Mixed | Abusive | User Added |
| Why do you have to be such a bitch? | Mixed | Abusive | User Added |
| You are very ugly | 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