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 @Jamilaahhh: These hoes be twerkin for Birkin, poppin coochie for Gucci, bustin wide for that Prada, Bendin over for Louis | Mixed | Abusive | User Added |
| RT @JamezNate: You're a bitch and nobody likes you | Mixed | Abusive | User Added |
| RT @JamesYouCunt: I'm on my straight Grizzly so why would I buy you a gay ass teddy bear, bitch? You're already bi-polar! http://t.co/4ZsXC… | Mixed | Abusive | User Added |
| RT @JamesOKeefeIII: Denver TV airs clip of digging through trash in "Ghetto Aurora" to put Black and Mexican ballots to "good use.” http://… | Mixed | Safe | User Added |
| RT @JamesNasty: Here I am, ready to rant about gfs and dogs and tears and women who cant handle their liquor and get jealous of club hoes a… | Mixed | Abusive | User Added |
| RT @JamesBlunt: Me! Me! Pick me! RT @blackeyelined: Who is a bigger twat: James Blunt or Robin Thicke? | Mixed | Abusive | User Added |
| RT @JamesAndDaniel: You can only call the Janoskians faggots if you're a Janoskianator | Mixed | Abusive | User Added |
| RT @Jakelewis44_: We don't luv deez hoes😏 http://t.co/oFjlxAO5SF | Mixed | Safe | User Added |
| RT @Jakelewis44_: I'm out this bitch too😂✌️ | Mixed | Abusive | User Added |
| RT @Jakelewis44_: “@UmPoptart: When Mr. Krabs sold Spongebob out for 62 cents thats when I knew hoes ain’t loyal”realist shit I've seen😤 | Mixed | Abusive | User Added |
| RT @JakeWaller97: Do you ever just see someone's account and think "wow what a faggot" but at the same time you can't unfollow bc u can't m… | Mixed | Hate Speech | User Added |
| RT @JakeG_BasedGod: "Never go full retard" | Mixed | Safe | 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