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 |
|---|---|---|---|
| nshakwata inshita sha kupata ichipuba | Mixed | Hate Speech | User Added |
| ulichipuba pamo naba fyashi bobe | Mixed | Hate Speech | User Added |
| ulasabaila sana | Mixed | Abusive | User Added |
| uyu mutundu wa mbulwamano | Mixed | Abusive | User Added |
| umuntu watumpa nemisango iyibi | Mixed | Hate Speech | User Added |
| niwe kaitemwe, tautasha kabili niwe kalulete | Mixed | Hate Speech | User Added |
| abana benu bonse ba chita kwati bangulu, nipamulandu wakweba ati mulincushi | Mixed | Hate Speech | User Added |
| utubantu tonse utwipi twalitosa | Mixed | Hate Speech | User Added |
| ulenunka ifisushi | Mixed | Abusive | User Added |
| bushe ninshi wabela namakwenkwe | Mixed | Hate Speech | User Added |
| uli mubi sana | Mixed | Abusive | User Added |
| walipena | 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