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 @Kimburrleeeanne: Loyalty is not dead. Gtfo. Don't marginalize me bitch. | Mixed | Abusive | User Added |
| RT @Killah_Kae: Will your bitches do this for you ? http://t.co/gmjkOLmcyQ | Mixed | Abusive | User Added |
| RT @Killa_Rilluh: Instagram always be acting like a bitch bruh | Mixed | Abusive | User Added |
| RT @KillPiffy: You unhappy Scrappy? I got Pataki at me. Bitches say I'm tacky daddy. Range look like Laffy Taffy. | Mixed | Abusive | User Added |
| RT @KillAllSimps: That's logic for a hoe RT @_flowaaabomb: If you single nobody can tell you what to do right? Right? | Mixed | Abusive | User Added |
| RT @KillAllSimps: My girl told me she was on her period, I immediately power bombed her hoe ass | Mixed | Abusive | User Added |
| RT @KillAllSimps: Miley Cyrus pussy probably taste like wet dog, she has a negative ass, and the bitch looks like Justin Bieber, she so ove… | Mixed | Hate Speech | User Added |
| RT @KillAllSimps: If this nigga Kanye took Kim K to Wendy's, this means y'all regular hoes don't deserve them $200 dates http://t.co/QZ3hgE… | Mixed | Abusive | User Added |
| RT @KillAllSimps: I remember I was having phone sex with a white bitch and she said her pussy tasted like salt and vinegar chips, ain't tal… | Mixed | Abusive | User Added |
| RT @KillAllSimps: I had such a classic style of tweeting, trolls, dyke tweets, lists, etc, its crazy how many niggas tweet JUST LIKE ME now… | Mixed | Abusive | User Added |
| RT @KillAllSimps: Bitches see a picture of a couple walking on the stairs together and caption it "Goals 😍🙌", bitch all they doing is going… | Mixed | Abusive | User Added |
| RT @KillAllSimps: Bitches love posting them "Goals" pics showing a Range Rover, Mansion, and money everywhere, bitch you unemployed | 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