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 |
|---|---|---|---|
| “@mckinley719: If you're going to talk shit about my sister. Don't play no pussy shit. Say it to her face yo! #JustSaying!” #slapAbitch 👋 | Mixed | Abusive | User Added |
| “@mckinley719: @vintagebeezy15 luhv u tioo!a!!!¡♥♥” drunk bitch lol | Mixed | Abusive | User Added |
| “@mcdonavins: A nigga who gets alot of bitches is not gonna value you like someone else would, youre just "another one" lol.” Cut that out | Mixed | Abusive | User Added |
| “@mayi_Mcdonald: I got hella hoes.”😯 | Mixed | Abusive | User Added |
| “@matt_chu22: @wagggggie @RyanRiehle 😂 I'm not close to being your dude, master chan” that's right bitch, bow down to your master 🙏 | Mixed | Abusive | User Added |
| “@m_stew4: @what_evaittakes lol the bitch not responding,”lol it's cool imma get one I jus trusted that more | Mixed | Abusive | User Added |
| “@lyricsaidso: every bitch tell me I act like a nigga.. whatever the fuck that means” | Mixed | Abusive | User Added |
| “@lovelyatotheb: This guy said he's slept with 300 girls.. Oh ok let me puke now.”I know a girl that had 70 dudes slut/whore not hoe | Mixed | Abusive | User Added |
| “@lovelyatotheb: @1Bcarter would love the Parkside sport girls, dressed like Kobe all day everyday!” Let me see 1 of them hoes | Mixed | Abusive | User Added |
| “@lopezbrittaney: How do you have a beautiful female and still find a way to fuck w/ ratchet hoes.. I don't get it” 👏👏🙌👋🙌 | Mixed | Abusive | User Added |
| “@lilthickgawdess: @ a girl who's a hoe on Twitter 👀” @lilthickgawdess | Mixed | Abusive | User Added |
| “@lilduval: Is it me or does Kim kardashian ain't looking as good no more”still look better then these so called bad bitches | 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