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 |
|---|---|---|---|
| hey shawnda.. I'm rich bitch!! | Mixed | Abusive | User Added |
| hey new followers *waving* welcome ion be talking bout shyt tho, just retarded ass thoughts that pop up in my head | Mixed | Abusive | User Added |
| hey im not bragging but im like the best at haggling, you know I got that cash, capitalism, ho! #receatter #indiegamepickuplines | Mixed | Abusive | User Added |
| her pussy like me, her heart like fuck it. | Mixed | Abusive | User Added |
| her fuckin jaw unhinged she is eating this bitch whole fuCK THIS SHIT | Mixed | Abusive | User Added |
| her ass mann bro i can sit on her shit l😂😂😂 she walk by like i wasnt gone grab it bitch bye ✌️ | Mixed | Abusive | User Added |
| her "friends" said I was shallow, conceited and controlling. I grabbed her wrist and said "never talk to those fat jealous bitches again!" | Mixed | Abusive | User Added |
| henny cups on all that ice bitch i'm froze up | Mixed | Abusive | User Added |
| hell yeah I'm being a pussy cat today.. don't forget a sexy one | Mixed | Abusive | User Added |
| hell would freeze over before I ever let any bitch kick me in the fuckin face | Mixed | Abusive | User Added |
| heard ya got a man hoe hope he understand tho | Mixed | Abusive | User Added |
| he's making fun of me cause I'm worried about the bird and he saying he's not surprised because I don't like splitting poles lol ugh jerk | Mixed | Safe | 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