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 |
|---|---|---|---|
| Stop Smokin' Bathsalt, Charlie Brown! #rejectedpeanutsspecials | Mixed | Safe | User Added |
| Stood outside for 5 minutes to take a phone call, went back in and looked in the mirror and saw a Somalian. Fuck the sun lil punk ass bitch | Mixed | Abusive | User Added |
| Stoni is a fuckin queer... | Mixed | Hate Speech | User Added |
| Stomach is hurting, I'm starving for some early morning pussy. 😏😏 | Mixed | Abusive | User Added |
| Stolen from cream_2fly3xl lol but really guys I'm giving classes on keeping that bitch who's registering… http://t.co/HZAORfuv5X | Mixed | Abusive | User Added |
| Still wit the Same bitches to the death of me😩 | Mixed | Abusive | User Added |
| Still waiting for oomf to hit that hoe lololol | Mixed | Abusive | User Added |
| Still really confused re #humplayproblems i think lucricus Is a fag dagger | Mixed | Hate Speech | User Added |
| Still downtown with these bitches. | Mixed | Abusive | User Added |
| Still don't give a fuck bout a bitch or her dude | Mixed | Abusive | User Added |
| Still confused why King ordered two tranny hookers to the party last night.. | Mixed | Abusive | User Added |
| Still can't see what niggers see in them white hoes.... | 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