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 |
|---|---|---|---|
| I need a girl from Jamaica I can't fuck with these basic black bitches | Mixed | Abusive | User Added |
| I need a cowboy killer and a cold one about now. @mr_dtb probably too tired tho to get down.😝 | Mixed | Safe | User Added |
| I need a bitch to top me till I get sleepy 😴 | Mixed | Abusive | User Added |
| I need a bitch to go down like I need a beat | Mixed | Abusive | User Added |
| I need a bitch to drop it down for me lol | Mixed | Abusive | User Added |
| I need a bitch 😕 | Mixed | Abusive | User Added |
| I need a bitch | Mixed | Abusive | User Added |
| I need a bad bitch thats gon treat me good | Mixed | Abusive | User Added |
| I need a Spanish WOMAN. They don't have ghetto names. They can cook. They down with u till the casket and they curvy. | Mixed | Safe | User Added |
| I need a Belgian waffle and a couple bad bitches | Mixed | Abusive | User Added |
| I named my penis "The Truth" because bitches can't handle it. | Mixed | Abusive | User Added |
| I named my dick the truth Cuz bitches can't handle it lmao | 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