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 |
|---|---|---|---|
| My teacher talm bout she would make every senior go to da army fa 2yrs 😒 bitch please meat ainnn doin uh damn thang | Mixed | Abusive | User Added |
| My teacher called my mom cus I was eating in class ... -.- fucking bitch | Mixed | Abusive | User Added |
| My teacher always says "Has a man ever abused his wife while using marijuana? Not unless she hides the Oreo cookies then she deserves it." | Mixed | Safe | User Added |
| My taste in music goes from love song to "pop that pussy bitch" in like .5 seconds. | Mixed | Abusive | User Added |
| My tail just said he dropped 20k to pay off the last of his student loans and clams he is broke. Nigga u just dropped 20k like its nothing | Mixed | Abusive | User Added |
| My stomach hurt like a bitch yoo | Mixed | Abusive | User Added |
| My son is 9 and still has issues tying his shoes because he's barefoot all the time, in case you wanted to know my hillbilly status. | Mixed | Safe | User Added |
| My slap a bitch sense is coming 😒 | Mixed | Abusive | User Added |
| My sisters bitching that she has school tomorrow , like I don't 😒 fuck up hoe at least you aren't up studying right now! | Mixed | Abusive | User Added |
| My sister told me that I look like a bird. While my past told me that I look like an alien. | Mixed | Safe | User Added |
| My sister said my step mom is a cunt. <3 i love my Sister (: | Mixed | Abusive | User Added |
| My sister is such a bitch to me when she don't get her way | 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