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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| You mean these hoes RT @KingHorseDick: Russ never gonna be happy bruh | Mixed | Abusive | User Added |
| You mad cuz she fucking on ya enemy? She wins Cuz you letting that shit fuck with you. You can't control these hoes, why stress? | Mixed | Abusive | User Added |
| You mad cuz I was in the van with yo bitch With both hands on her tits | Mixed | Abusive | User Added |
| You losing 0-3 @sterling31 and that's what u trying to do? Stupid yardie | Mixed | Safe | User Added |
| You little twats. | Mixed | Abusive | User Added |
| You little stupid ass bitch, i aint fuckin with you!!!!! | Mixed | Abusive | User Added |
| You little stupid ass bitch I ain't fuckin witchu. | Mixed | Abusive | User Added |
| You little dumb ass bitch I dont fuck with you! | Mixed | Abusive | User Added |
| You lil stupid ass bitch I ain't fucking with you | Mixed | Abusive | User Added |
| You like where the hell is yo bitch meanwhile yo bitch like where the hell is yo clique #ayeeeee | Mixed | Abusive | User Added |
| You like those? Honestly they tasted like the sole of my shoes RT @rllllytired: @ItsNotHarold that's a shame. | Mixed | Safe | User Added |
| You like them bitch niggas. | Mixed | Hate Speech | 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