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'm so tired of this damn job man, I wanna blow this bitch up lol | Mixed | Abusive | User Added |
| I'm so sick of u niggers... | Mixed | Hate Speech | User Added |
| I'm so raw is problem the best song tyga will have anything after that is trash | Mixed | Abusive | User Added |
| I'm so mother fucken sexy. I have no time to be a retard. | Mixed | Abusive | User Added |
| I'm so mad cause hoes think it's funny | Mixed | Abusive | User Added |
| I'm so high high high that a bitch can't blow my high | Mixed | Abusive | User Added |
| I'm so glad I don't wake up lookin like one those Medusa lookin bitches | Mixed | Abusive | User Added |
| I'm so faded my nigga I'm about to disappear in this bitch | Mixed | Abusive | User Added |
| I'm so excited to hang out with my bitches @CheralynVB @LaurieMcKinley | Mixed | Abusive | User Added |
| I'm sippin on Patron nigga , my bitch bad to the bone nigga . She fucked up , I'm fucked up , she like " how we gon get home nigga ? " | Mixed | Abusive | User Added |
| I'm sick of you hoes oml | Mixed | Abusive | User Added |
| I'm sick of you hoes for real I got somebody that looks up to me so I ain't bout no pussy shit. | 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