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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @zachthorpe78: where are all the thinkpieces on why kids call themselves "trash" and "garbage" these days | Mixed | Safe | User Added |
| RT @zachthorpe78: "the trash generation" | Mixed | Safe | User Added |
| RT @zachpiecowiak: @Eddie_Sativa87 you're a fucking queer | Mixed | Hate Speech | User Added |
| RT @zachbooty: Building a dresser really makes me crave an ice cold glass of pussy am I right dudes | Mixed | Abusive | User Added |
| RT @zLuketheDuke: @TonyJRodriguez just a bunch of rednecks hammered for three straight days | Mixed | Abusive | User Added |
| RT @zFearless: @Fadeaway_4s fuck a bitch and think of me | Mixed | Abusive | User Added |
| RT @z0mbiedance: who let gabby get drunk off of her ass? give that bitch bread...bitches love bread. | Mixed | Abusive | User Added |
| RT @z0mbiedance: Gabby's a bitch & turned on my xbox with her nasty foot.. | Mixed | Abusive | User Added |
| RT @z0mbiedance: Gabby's a bitch & made Jackie make the tea packet first. | Mixed | Abusive | User Added |
| RT @ywr_speedy: nah these bitches up harbor city ; | Mixed | Abusive | User Added |
| RT @yurista4life: @weston_diamond @PaulMoon8 fuck you dude! talk shit to my friend I will beat your ass bitch | Mixed | Abusive | User Added |
| RT @yunheaux: ppl from the uk go dumb hard when they curse they be like "YOU SHITTING CUNT" I be like dam cunts can't shit | 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