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 |
|---|---|---|---|
| @kieffer_jason bitch wtf r u talking about and why tf r u still talking shit but not doing no action no thank for proving my point pussy boy | Mixed | Abusive | User Added |
| @kieffer_jason bitch who's playing am not worried about you or your little faget ass friends at vines I know niggas at vines to so wtf u say | Mixed | Abusive | User Added |
| @kieffer_jason bitch who's fucking playing but you and how would u know what I smoke I don't fuck with friendly ass niggas | Mixed | Abusive | User Added |
| @kieffer_jason bitch what? No it must of flew over u head cuz u didn't show up at Plano senior high school in Plano tx fuck boy | Mixed | Abusive | User Added |
| @kieffer_jason bitch what? I did show up then I tweeted,dm, texted then called u and I asked u were tryna meet up bitch ur fucking weak. | Mixed | Abusive | User Added |
| @kieffer_jason bitch was i talking to u stfu and get off my page oh bitch nigga u bout that life | Mixed | Hate Speech | User Added |
| @kieffer_jason bitch u describe both of those terms | Mixed | Abusive | User Added |
| @kieffer_jason bitch u a thot oh fake ass nigga box up hoe u not bout nothing | Mixed | Abusive | User Added |
| @kieffer_jason bitch that says traffic stop bitch stop making excuses | Mixed | Abusive | User Added |
| @kieffer_jason bitch meet up | Mixed | Abusive | User Added |
| @kieffer_jason bitch let's fight today where you at or are you going to bitch up again. I think your going to bitch up again | Mixed | Abusive | User Added |
| @kieffer_jason bitch go get a life before I block your lame ass | 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