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 @FirearmsDaily: Statistics don't lie, if you like gun control you're a queer guy. #FD | Mixed | Abusive | User Added |
| RT @FilmFatale_NYC: Wow, he basically just told his daughter "I want some mocha colored grandbabies!" #HTGAWM | Mixed | Safe | User Added |
| RT @FillWerrell: That son of a bitch moment when you're walking around the house with socks on and step on a random wet spot... | Mixed | Abusive | User Added |
| RT @FightsOnVine: She used her hair to throw her then kicked her in the head THEN called her a bitch 😩😂 https://t.co/JUywZNabP5 | Mixed | Abusive | User Added |
| RT @FightsOnVine: Bruh this bitch is possessed by the thot demon https://t.co/6fa2iiXs6m | Mixed | Abusive | User Added |
| RT @FightCIubs: Resisting the urge to smack a bitch http://t.co/kwe5j13O9b | Mixed | Abusive | User Added |
| RT @FezTht70s: A penis lives a sad life: His hair is a mess, his family is nuts, neighbor is an asshole, best friend is a pussy and owne ... | Mixed | Abusive | User Added |
| RT @Fewjr: I don't trust nobody.😔👌 These bitches fake. 👉💃 These niggas faker. 👉🚶 So it's not "fuck y'all", I'd rather just not fuck wi… | Mixed | Abusive | User Added |
| RT @Fewjr: @1MarKus_A @MakEitSndGoOd she curved regular niggas daily. Especially us Austin niggas. Damn yellow ppl 👿 | Mixed | Abusive | User Added |
| RT @Fewjr: “@1MarKus_A: Pau a hoe. How u gon play after the trade deadline” I dislike that guy. Yea he helped bring two chips but he soft A… | Mixed | Abusive | User Added |
| RT @FenkellPayroll: Ppl quick 2 bitch about what somebody ain't did for em when 9 times outta 10 they ain't did shit for that person | Mixed | Abusive | User Added |
| RT @FemsHaveBallz: You can no longer run a business n America unless it's deemed acceptable by 1 political group of retards known as democr… | Mixed | Hate Speech | 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