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
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| ichipumbu | Mixed | Abusive | User Added |
| umuntu uwatumpa | Mixed | Abusive | User Added |
| akabwamba akepi akaina | Mixed | Abusive | User Added |
| iwe wena ulichipumbu cha mwaume, taufwaya kulanda nabantu, echo wikalila paba fyashi nelyo uli mukalamba | Mixed | Hate Speech | User Added |
| ulya muntu amikoselesha nokumwyeba ati chaliwama uku ibombela, ena na bamupela inchito elyo nasumina, pano chalo palishupa ufwile wachenjela. | Mixed | Hate Speech | User Added |
| umutonga tekuti atekepo ichalo chino, kanofye limbi ngatwafwa | Mixed | Hate Speech | User Added |
| Tabakabwelelepo pamupando wabutungulushi pantu ifwe bonse twsalibeshiba ati bena nibanchita fibi kabili baba muka bungwe kaba kabolala | Mixed | Hate Speech | User Added |
| nshili uwakupapa sana, imwe ba mwenye abakashana mwalitemwa ubupuba bwa buchililalila nelyo tapali ifilubene | Mixed | Hate Speech | User Added |
| tapaba umuntu uwsakutemwa iwe, bonse baku bepafye ati banobe pakuti bengakubomfyafye | Mixed | Hate Speech | User Added |
| wabipa umutima elyo imichitile yobe yaba ngo mwana umunono | Mixed | Hate Speech | User Added |
| umupupu | Mixed | Abusive | User Added |
| chigololo | 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