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 |
|---|---|---|---|
| @CallNeeshCakey bitch I know stfu 😂 | Mixed | Abusive | User Added |
| @CallNeeshCakey I can't bitch | Mixed | Abusive | User Added |
| @CallNeeshCakey 😂😂 bitches aint shit | Mixed | Abusive | User Added |
| @CallNeeshCakey 😂 das new bae , my bitch bad or naw lmao | Mixed | Abusive | User Added |
| @CallMeRenee_ wussup bitch | Mixed | Abusive | User Added |
| @CallMeRenee_ dam bitch | Mixed | Abusive | User Added |
| @CallMeRenee_ bitch u bs how fck yah ✌️😩😂😂👐👏😎💁 | Mixed | Abusive | User Added |
| @CallMeRenee_ bitch u 1 | Mixed | Abusive | User Added |
| @CallMeRenee_ bitch im too mad im finna throw this bitch outside | Mixed | Abusive | User Added |
| @CallMeRenee_ @lilmenifee__ wussup bitch | Mixed | Abusive | User Added |
| @CallMeRenee_ 😂😂😂😩✌️ my bad bitch im logged in on everybody shit | Mixed | Abusive | User Added |
| @CallMeDaishaa ghetto ass Pocahontas . | 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