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 @NerdAtCoolTable: Soon as your girl see niggas pouring champagne on bitches ass she should want to leave | Mixed | Abusive | User Added |
| RT @NerdAtCoolTable: RT @RealSheemBacc: For every bad bitch there is a nigga who treats them like shit & yet they stay..... I wanna ... | Mixed | Hate Speech | User Added |
| RT @NerdAtCoolTable: Any chick that gets In a fight after the age 24 is a hoe | Mixed | Abusive | User Added |
| RT @Neonte: We was wearing shorts about a week ago,week ago. Grab ya hoodies Cause it's freezing hoe, freezing hoe 😂😂😂 http://t.co/eC7dT54u… | Mixed | Abusive | User Added |
| RT @NenosMarma: @andrewzoudo @tonykivarkis so hes retarded and gay.. What a mix 👏👏👏 | Mixed | Abusive | User Added |
| RT @NelsonTavares82: @herk87 @NYRangers Thank You Rangers for taking out the diving pussy I love it !! #bruinsfan | Mixed | Abusive | User Added |
| RT @Nekkohbk: I stopped caring about mcm when I noticed dykes where getting chose before me | Mixed | Hate Speech | User Added |
| RT @Nekkohbk: I love my sperm cells too much to waste it on a bitch with no hair | Mixed | Abusive | User Added |
| RT @Nekkohbk: Do dykes date other dykes or is that shit gay to y'all? | Mixed | Abusive | User Added |
| RT @Nekkohbk: Bitch u boutta drown tryna be a hoe “@swirlg0ddess: “@DJZeeti: twitpic a NO bra selfie showing nipples” http://t.co/t6WbOVivo… | Mixed | Abusive | User Added |
| RT @Neiman_MARKus: I give a shoutout to these bitches b/c they hustlas too 👌💸💵 | Mixed | Abusive | User Added |
| RT @Neeksbethatguy: @JesseCanon @tonykivarkis @zramsin @Dirrttyydan @NaramY22 he busted a bitch n rolled stop sign hahahaha | 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