Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
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Chibemba
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Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Big head | Mixed | Abusive | User Added |
| Dick head | Mixed | Abusive | User Added |
| Son of a bitch | Mixed | Abusive | User Added |
| All politicians are liers | Mixed | Abusive | User Added |
| Idiot | Mixed | Abusive | User Added |
| Men are good leaders and intelligent than ladies, this goes without saying | Mixed | Abusive | User Added |
| An unemployed person can not contribute anything to the society | Mixed | Abusive | User Added |
| Fat people are not attractive | Mixed | Abusive | User Added |
| Its not good to mary from some tribes in Zambia, they are too dull and selfish | Mixed | Safe | User Added |
| Hope you have a speedy recovery, sending you love and positive vibes. | English | Safe | Seeded |
| Let's work together to keep our city clean and green. | English | Safe | Seeded |
| I really enjoyed reading this article, very informative and well-written. | English | Safe | Seeded |
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