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 |
|---|---|---|---|
| it is my God given right to have white bitches | Mixed | Abusive | User Added |
| is the bitch in the new transformers hot? | Mixed | Abusive | User Added |
| is she choking it!! 😳😳🙈🙈😩😩“@AwwAdorabIe: I want a pet monkey 😩😍 http://t.co/w7Yr5xKLSC” | Mixed | Safe | User Added |
| is money over bitches | Mixed | Abusive | User Added |
| is it ghetto to grease yo scalp at work | Mixed | Safe | User Added |
| is everyone gonna be a complete whiny little baby bitch about this shit now lmao http://t.co/WhAd6vfaGo | Mixed | Abusive | User Added |
| ion trust these bitches and ion trust these niggas!!! | Mixed | Abusive | User Added |
| ion speak on how flaw niggas and thirsty hoes be on I.g but boyyyyyy look at here 🙊🙊 | Mixed | Hate Speech | User Added |
| ion sell vics no mo ion drink lean no mo bitch ion even smoke tree no mo | Mixed | Abusive | User Added |
| ion like papoose but he went in lol | Mixed | Safe | User Added |
| ion have hoes so really you have no reason to worry about me cheating. if anything ill cheat on you with my left hand lbr | Mixed | Abusive | User Added |
| ion care who my niggas date b if the bitch make you happy and you cool with her then do you | 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