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 |
|---|---|---|---|
| Mannnn tonight feels like trash. | Mixed | Safe | User Added |
| Mann.. Jada Pickett was a badddddd bitch #Lawd | Mixed | Abusive | User Added |
| Mann that pussy #ThrowBack | Mixed | Abusive | User Added |
| Mann are first game is 3 weeks from now can't wait - once a redskin always a redskin - | Mixed | Safe | User Added |
| Mane wtf I wake up look at da window it's showin like a mf outside...Good thing a nicca went to Walmart yesterday Good Aone snacks | Mixed | Abusive | User Added |
| Mane if dis nicca call me 1 mo time n say he Finna pull up but dnt pull up | Mixed | Abusive | User Added |
| Man, that is a serious shiner Chara's sporting. Yowza. | Mixed | Safe | User Added |
| Man, aunt petunia is a royal bitch. | Mixed | Abusive | User Added |
| Man, I'm wish big booty bytches would use some other nickname other than Judy... Shy is so typical and old.. | Mixed | Abusive | User Added |
| Man, I got fucked within an inch of my life this evening, I'm so unbothered by that bitch 😩😂😂 #carryon | Mixed | Abusive | User Added |
| Man why the ugliest bitches talk the most. | Mixed | Abusive | User Added |
| Man why do these hoes even bother wearing clothes when they're going out like that. | 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