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 |
|---|---|---|---|
| ion care if I'm in the wrong bitch don't blow ur horn📢 at me | Mixed | Abusive | User Added |
| inb4 you unfunny nigger kill yourself | Mixed | Hate Speech | User Added |
| in real life and online I follow that. sorry folks but just cause I look like a border hopper don't mean I am one. born and raised here | Mixed | Hate Speech | User Added |
| in order too want a real nigga , you gotta be a real bitch 💯👌👏 | Mixed | Abusive | User Added |
| in fucking mexico bitches | Mixed | Abusive | User Added |
| imma tall dread head wit a fat face bitch do better | Mixed | Abusive | User Added |
| imma hit the ground work in the pussy she gone come back everytime | Mixed | Abusive | User Added |
| imagine if white people said "my honkey" instead of "my nigga" lol | Mixed | Abusive | User Added |
| ima knock da pussy out like fight night | Mixed | Abusive | User Added |
| ima groovy type nigguh | Mixed | Abusive | User Added |
| ima boss ass bitch bitch bitch | Mixed | Abusive | User Added |
| ima beast dese niggas food so ima jus eat dat, if dat pussy bad big poppa gon beat dat | 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