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 |
|---|---|---|---|
| RT @_tellmeboutLOVE: I swear these bitches think their still in highschool | Mixed | Abusive | User Added |
| RT @_tarynupsheets: The single life is hitting for zero. Like I don't even want hoes. | Mixed | Abusive | User Added |
| RT @_soulfulsiren: “@VizyIsIgnant: When she waives her pussy fees>>>>” bye Lawrence 👋 | Mixed | Abusive | User Added |
| RT @_shorrtstop: If you still put your pride in front of your feelings .. Then yes bitch your still childish | Mixed | Abusive | User Added |
| RT @_sheswatsPOPPIN: js met a lil bitch wit a long name mufucka had more letters den Tennessee, I go gorilla ina pussy, RIP😏 | Mixed | Abusive | User Added |
| RT @_reathie: "@1inkkofrosess: Any bitch that has ever had a "problem" with me ain't checked shit but my twitter 😝"NBS !! | Mixed | Abusive | User Added |
| RT @_princessShy: pussy like girls😻, damn is my pussy gay? | Mixed | Abusive | User Added |
| RT @_prettygirl92: bitches jus love to get me madd | Mixed | Abusive | User Added |
| RT @_prettygirl92: Life to short to be walkin round mad at bitches | Mixed | Abusive | User Added |
| RT @_posterboi: And y'all niggas jus give up the pussy.. I wonder how y'all feel reading the TL... Nervous AF huh? Thinkin y'all bout to ge… | Mixed | Abusive | User Added |
| RT @_posterboi: 🙏 Lord please don't let this bitch kill my vibe. | Mixed | Abusive | User Added |
| RT @_politeASSHOLE: 4) Only pussy niggas who suck dick cry about someone being in their mentions, tweet the person then cry again about the… | Mixed | Hate Speech | 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