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 |
|---|---|---|---|
| RT @JoeBudden: Ok, I gotta cut this Carl Thomas album off b4 I call my ex & say fuck u u ruthless bitch. Lol | Mixed | Abusive | User Added |
| RT @JoeBudden: Nigga can’t even feel up on a bitch in a pic without the girl u fuckin getting mad, smh | Mixed | Abusive | User Added |
| RT @JoeBudden: My definition of "bad bitch" has changed drastically over the years. | Mixed | Abusive | User Added |
| RT @JoeBudden: It’s so unfair that the hoes get to dress up as hoes for Halloween. | Mixed | Abusive | User Added |
| RT @JoeBudden: If u can’t deal w what we go thru…. Then I got bitches lined up, I got an ego too. | Mixed | Abusive | User Added |
| RT @JoeBudden: If I got hoes then I sure can’t find where I put them.. Lol | Mixed | Abusive | User Added |
| RT @JoeBudden: I wonder if the hoes are gonna give Halloween back to the children this year… | Mixed | Abusive | User Added |
| RT @JoeBudden: I told y'all... Side bitches w motives are more powerful than u think... But I'm sleep. | Mixed | Abusive | User Added |
| RT @JoeBudden: I only be looking like I’m fucking bitches… I don’t tho | Mixed | Abusive | User Added |
| RT @JoeBudden: Cuz soon as u start doing the wack/cute shit w a hoe, she’s your girl… Really. | Mixed | Abusive | User Added |
| RT @JoeBudden: Chillin w a couple of hoes that like hoes that like niggas that don’t act like hoes. | Mixed | Abusive | User Added |
| RT @JoeBudden: Back to these hoes tho. | 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