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 |
|---|---|---|---|
| @CM_UTLR your man looks terrified in that picture. Do you beat him? Or just treat him like a regular bitch? | Mixed | Abusive | User Added |
| @CMBGaming11 @BeechHD oh you mean like how you started to be a cunt to JP about something that has nothing to do with you? | Mixed | Abusive | User Added |
| @CHILDISHCUDl @CheefPolo bitch mind your business | Mixed | Abusive | User Added |
| @CHARLESBARRKLEY you need your ass whipped with a whip Mr house nigger, remember u will always b a nigger to them! | Mixed | Abusive | User Added |
| @CHARLESBARRKLEY hey Sir house nigger, uncle tom aren't you from grand ole Mississippi, I rest my case! | Mixed | Hate Speech | User Added |
| @CDNBallJunkie Spurs bitch that's the team, you dont want no problems | Mixed | Abusive | User Added |
| @CDNBallJunkie I jus wanna let you know OKC trash, IBAKA ain't shit, y'all ain't goin nowhere without Harden | Mixed | Abusive | User Added |
| @CCobey @tess_stepakoff there isn't a green one either. There's red and yellow in that pic... | Mixed | Safe | User Added |
| @CBSThisMorning @charlierose racist @NorahODonnell tx trash racist why wld u intvw @MittRomney n ask racist questions itwas so disrespectful | Mixed | Hate Speech | User Added |
| @CBSThisMorning @charlierose racist @NorahODonnell tx trash enjoy your high along with gop win a substitute for racist @MittRomney loss! | Mixed | Safe | User Added |
| @CBSThisMorning @charlierose @NorahODonnell tx trash your show was a disgrace this AM engaging w @MittRomney disrespecting the President | Mixed | Safe | User Added |
| @CBSThisMorning @NorahODonnell tx trash you know trouble w ACA is in GOP gov states but like @60 @LaraLogan_News you report lies anyway | Mixed | Safe | 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