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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Stupid fucking cunt | Mixed | Abusive | User Added |
| Stupid freshman bitches that walk like slow as hell and u can't get around them, hurry the fuck up sloth | Mixed | Abusive | User Added |
| Stupid cunt bitch on the road | Mixed | Abusive | User Added |
| Stupid bitches. Fucking skanks. Dumb hoes. | Mixed | Abusive | User Added |
| Stupid bitches. | Mixed | Abusive | User Added |
| Stupid bitches✋😑 <<< FUCK . 😒 | Mixed | Abusive | User Added |
| Stupid bitches deserve to be treated like a stupid bitch | Mixed | Abusive | User Added |
| Stupid bitch should have stayed home 😡😒 | Mixed | Abusive | User Added |
| Stupid bitch at Church's didn't give me my fucking BBQ sauce so now I gotta eat some dry ass chicken strips 😓 | Mixed | Abusive | User Added |
| Stupid bitch 😡 | Mixed | Abusive | User Added |
| Stupid bitch | Mixed | Abusive | User Added |
| Stupid ass hoe | 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