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 |
|---|---|---|---|
| Bruh... @theofficialeg10 soo trash.... | Mixed | Safe | User Added |
| Bruh. pt. 2 jaxon1114 killed this hoe too last night while we was sleep. http://t.co/F1Choia21G | Mixed | Abusive | User Added |
| Bruh. Sasuke and Sakuras daughter gonna be a bad Uchiha bitch | Mixed | Abusive | User Added |
| Bruh went so hard on that bitch he deserves pimp of the year | Mixed | Abusive | User Added |
| Bruh this niggah always falls asleep ! 😒😑 | Mixed | Abusive | User Added |
| Bruh leave it to the coins coons | Mixed | Abusive | User Added |
| Bruh bitches be wearing heels and club outfits to school and shit 😩😂💀 | Mixed | Abusive | User Added |
| Bruh RT @share_ps4: He def wanted to call L Rock a nigger in that last RT LMAOOOOOOOOOOOOOOOOOOOOOOOOOOOO | Mixed | Abusive | User Added |
| Bruh I'm ready to get this four wheeler that bitch is fast asf | Mixed | Abusive | User Added |
| Brrr hoe dichter bij het Sint gebeuren hoe racistischer de drek op twitter en het komt nagenoeg alleen van de proZwartePieten hoek. Engvolk | Mixed | Abusive | User Added |
| Browns and redskins shouldn't be considered nfl teams | Mixed | Safe | User Added |
| Brownies brownies brownies | Mixed | Safe | 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