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 |
|---|---|---|---|
| These peanut butter brownies bout to give me life too! 😋 | Mixed | Safe | User Added |
| These parents nd giving they kids ghetto ass names Ronkieshietta. Bro are you serious?? That tipped the scale fa me | Mixed | Abusive | User Added |
| These nigs like saying they miss the old vice | Mixed | Abusive | User Added |
| These nigs is haters man, and I've made myself so easy to luv | Mixed | Abusive | User Added |
| These niggas run they mouth like bitches | Mixed | Abusive | User Added |
| These niggas retarded... Lmfaoo | Mixed | Hate Speech | User Added |
| These niggas rather love these hoes then get money smh what the fuck wrong with these niggas | Mixed | Abusive | User Added |
| These niggas pure pussy I see it in they faces | Mixed | Abusive | User Added |
| These niggas pillow talkin thats hoe shit | Mixed | Abusive | User Added |
| These niggas groupies they act worse than these hoes do | Mixed | Abusive | User Added |
| These niggas designing these bitches, they got zippers on hoes | Mixed | Abusive | User Added |
| These niggas cars be $800 and they have the nerve to put some 2500 rims and some speakers in the bitch | 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