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 |
|---|---|---|---|
| Nino Brown? Oh das me RT @erikacarissa Nino Brown on yall hoes. | Mixed | Abusive | User Added |
| Nile... RT @JosephBananas I'm really sad that I don't have enough friends to ever be called "a pack of niggers" with. That's my fuckin dream | Mixed | Abusive | User Added |
| Nikko a gay bitch | Mixed | Abusive | User Added |
| Nikki Minaj is proof that natural is better ! Minimal is best ! Some of y'all hoes be overdoing it | Mixed | Abusive | User Added |
| Nike DC is trash. | Mixed | Safe | User Added |
| Night niggers | Mixed | Abusive | User Added |
| Night bitches. ✌ | Mixed | Abusive | User Added |
| Niggaz retweet bitch ass niggaz but won't retweet a real nigga | Mixed | Abusive | User Added |
| Niggaz irrational these days...Quick to jump bad bout a bitch... | Mixed | Abusive | User Added |
| Niggaz been making trash lately. Well not everybody but some lol | Mixed | Abusive | User Added |
| Niggas/bitches cheat cause mf's always think they gettin played | Mixed | Hate Speech | User Added |
| Niggas wonder why bitches be on that "fucc a nigga shit" cuz these niggas be on that "she just another bitch" shit 💯 | 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