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 @Fck_Witcho_Mans: Fuck Michigan too many wanna be thugs. If you ask me y'all pussy. I'm out this bitch next year | Mixed | Abusive | User Added |
| RT @Faz____: I convinced hitler was a faggit, no bitches, no kids, all those leather uniforms, wanted to be alone with his closest men lock… | Mixed | Abusive | User Added |
| RT @FavaloroGfavs: @wenh08 bitch, ya betta! Haha I care for too love! | Mixed | Abusive | User Added |
| RT @FatSlutty_xXx: My ex bitch keep tryna be my next bitch.. when she called me tha other day i told her GIVE IT A REST BITCH | Mixed | Abusive | User Added |
| RT @FashionIsKEI: These hoes ain't loyal. | Mixed | Abusive | User Added |
| RT @FashionIsKEI: Don't no real bitch want no soft nigga.. | Mixed | Abusive | User Added |
| RT @FarFrmAverage_: Them hoes ain't solid “@Satisfied_x: I laugh so hard when females be all in my DMs but they have a Avi picture with the… | Mixed | Abusive | User Added |
| RT @Fant4stic63: Can kids say much when their parents pay for everything? RT @Andrea_Michele: If he paying every bill, I can't complain abo… | Mixed | Safe | User Added |
| RT @FamousNileEarls: Stoner Chicks > Drunk hoes http://t.co/JctTrNURM0 | Mixed | Abusive | User Added |
| RT @FallonTonight: Jimmy and @BillyJoel's two-man doo-wop performance just went live on YouTube! https://t.co/NGzhImyvSF #FallonTonight htt… | Mixed | Safe | User Added |
| RT @Factsionary: Pink "albino" dolphins are extremely rare but do exist in the wild. http://t.co/gWyLpgC9lP | Mixed | Safe | User Added |
| RT @FactsAboutPigs: Pigs drink up to 14 gallons of water every day, but they still aren't as thirsty as some of you hoes. | 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