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 |
|---|---|---|---|
| @TheSeanyV quit being being a pussy yourself and call them out by first and last name plus SSN ya poon! | Mixed | Abusive | User Added |
| @TheSeanyV I think you should reconsider he's a little bitch to the one true God almighty Cthulhu...please for your soul, Seany. | Mixed | Abusive | User Added |
| @TheRyanAdams word, bird | Mixed | Safe | User Added |
| @TheRevAl you are not a cat.you are a pussy! black bored kid kills a cop by starting a fire.WHERE IS THE OUTRAGE YOU PHONY?!?!?!? @FNTheFive | Mixed | Abusive | User Added |
| @TheRealaaw 😂😂😂😂 pot of gold ass nigguh | Mixed | Abusive | User Added |
| @TheRealTahiry lmao, your just a dumb hoe that budden made popular, please stop, your irrelevant and no one cares about you slut. | Mixed | Abusive | User Added |
| @TheRealSaigon that explains you cause all you do is bitch and whine. | Mixed | Abusive | User Added |
| @TheRealSaigon What are you gonna do? I'ma chase you out the club, like mobb deep did to you, pussy. | Mixed | Abusive | User Added |
| @TheRealOweifie good one you fucking bitch ass | Mixed | Abusive | User Added |
| @TheRealOweifie You do it to us so payback is a bitch. hahaha <3 happy valentines day though. | Mixed | Abusive | User Added |
| @TheRealKevinMcB Sauerkraut Saul is a punk ass bitch | Mixed | Abusive | User Added |
| @TheRealJohn_Doe thats nate dumbass we all just mock him | 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